{"id":"MED_iv_000000_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Systolic BP recovered to 109 mmHg after a recent low of 87 mmHg below 90 mmHg; urine output most recently reached 500 mL after low intervals down to 30 mL; the most recent entries show MAP 72 mmHg and heart rate 92 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. MAP recovered to 72 mmHg after a recent low of 63 mmHg below 65 mmHg; systolic BP recovered to 109 mmHg after a recent low of 87 mmHg below 90 mmHg; the latest bedside set shows MAP 72 mmHg and systolic BP 109 mmHg.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Systolic BP recovered to 109 mmHg after a recent low of 87 mmHg below 90 mmHg; urine output most recently reached 500 mL after low intervals down to 30 mL; the last snapshot shows MAP 72 mmHg with heart rate 92 bpm.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 72 mmHg after a recent low of 63 mmHg below 65 mmHg; systolic BP recovered to 109 mmHg after a recent low of 87 mmHg below 90 mmHg; the current values include MAP 72 mmHg and systolic BP 109 mmHg.","answer":"D","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 72 mmHg after a recent low of 63 mmHg below 65 mmHg; systolic BP recovered to 109 mmHg after a recent low of 87 mmHg below 90 mmHg; the current values include MAP 72 mmHg and systolic BP 109 mmHg.","episode_id":"iv_000000","anchor_time":30.298333} {"id":"MED_iv_000000_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 500 mL after low intervals down to 30 mL; the recent WBC reading was 16.5 K/uL; the current values include heart rate 92 bpm and MAP 72 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. MAP recovered to 72 mmHg after a recent low of 63 mmHg below 65 mmHg; urine output most recently reached 500 mL after low intervals down to 30 mL; the last snapshot shows systolic BP 109 mmHg with respiratory rate 14 breaths/min.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Urine output most recently reached 500 mL after low intervals down to 30 mL; the recent WBC reading was 16.5 K/uL; the latest bedside set shows heart rate 92 bpm and MAP 72 mmHg.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 72 mmHg after a recent low of 63 mmHg below 65 mmHg; urine output most recently reached 500 mL after low intervals down to 30 mL; the most recent entries show systolic BP 109 mmHg and respiratory rate 14 breaths/min.","answer":"D","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 72 mmHg after a recent low of 63 mmHg below 65 mmHg; urine output most recently reached 500 mL after low intervals down to 30 mL; the most recent entries show systolic BP 109 mmHg and respiratory rate 14 breaths/min.","episode_id":"iv_000000","anchor_time":30.298333} {"id":"MED_iv_000000_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 500 mL after low intervals down to 30 mL; the recent WBC reading was 16.5 K/uL; the last snapshot shows heart rate 92 bpm with MAP 72 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. MAP recovered to 72 mmHg after a recent low of 63 mmHg below 65 mmHg; systolic BP recovered to 109 mmHg after a recent low of 87 mmHg below 90 mmHg; the current values include MAP 72 mmHg and systolic BP 109 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 72 mmHg after a recent low of 63 mmHg below 65 mmHg; systolic BP recovered to 109 mmHg after a recent low of 87 mmHg below 90 mmHg; the latest bedside set shows MAP 72 mmHg and systolic BP 109 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Urine output most recently reached 500 mL after low intervals down to 30 mL; the recent WBC reading was 16.5 K/uL; the most recent entries show heart rate 92 bpm and MAP 72 mmHg.","answer":"A","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 500 mL after low intervals down to 30 mL; the recent WBC reading was 16.5 K/uL; the last snapshot shows heart rate 92 bpm with MAP 72 mmHg.","episode_id":"iv_000000","anchor_time":30.298333} {"id":"MED_iv_000001_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 88% and 97%, with the latest value 96%; heart rate varied between 60 bpm and 133 bpm, with the latest value 96 bpm; the last snapshot shows MAP 77 mmHg with systolic BP 151 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 88% and 97%, with the latest value 96%; heart rate varied between 60 bpm and 133 bpm, with the latest value 96 bpm; the most recent entries show MAP 77 mmHg and systolic BP 151 mmHg.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate varied between 60 bpm and 133 bpm, with the latest value 96 bpm; the latest MAP is 77 mmHg; the latest heart rate is 96 bpm.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Heart rate varied between 60 bpm and 133 bpm, with the latest value 96 bpm; the latest MAP is 77 mmHg; the latest heart rate is 96 bpm.","answer":"A","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 88% and 97%, with the latest value 96%; heart rate varied between 60 bpm and 133 bpm, with the latest value 96 bpm; the last snapshot shows MAP 77 mmHg with systolic BP 151 mmHg.","episode_id":"iv_000001","anchor_time":68.1} {"id":"MED_iv_000001_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Heart rate varied between 60 bpm and 133 bpm, with the latest value 96 bpm; the latest MAP is 77 mmHg; the latest heart rate is 96 bpm.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Heart rate varied between 60 bpm and 133 bpm, with the latest value 96 bpm; the latest MAP is 77 mmHg; the latest heart rate is 96 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 varied between 88% and 97%, with the latest value 96%; heart rate varied between 60 bpm and 133 bpm, with the latest value 96 bpm; the current values include systolic BP 151 mmHg and respiratory rate 15 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 varied between 88% and 97%, with the latest value 96%; heart rate varied between 60 bpm and 133 bpm, with the latest value 96 bpm; the latest bedside set shows systolic BP 151 mmHg and respiratory rate 15 breaths/min.","answer":"B","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Heart rate varied between 60 bpm and 133 bpm, with the latest value 96 bpm; the latest MAP is 77 mmHg; the latest heart rate is 96 bpm.","episode_id":"iv_000001","anchor_time":68.1} {"id":"MED_iv_000001_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 varied between 88% and 97%, with the latest value 96%; heart rate varied between 60 bpm and 133 bpm, with the latest value 96 bpm; the most recent entries show systolic BP 151 mmHg and respiratory rate 15 breaths/min.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 88% and 97%, with the latest value 96%; heart rate varied between 60 bpm and 133 bpm, with the latest value 96 bpm; the latest bedside set shows heart rate 96 bpm and MAP 77 mmHg.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 varied between 88% and 97%, with the latest value 96%; heart rate varied between 60 bpm and 133 bpm, with the latest value 96 bpm; the last snapshot shows systolic BP 151 mmHg with respiratory rate 15 breaths/min.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 88% and 97%, with the latest value 96%; heart rate varied between 60 bpm and 133 bpm, with the latest value 96 bpm; the current values include heart rate 96 bpm and MAP 77 mmHg.","answer":"A","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 varied between 88% and 97%, with the latest value 96%; heart rate varied between 60 bpm and 133 bpm, with the latest value 96 bpm; the most recent entries show systolic BP 151 mmHg and respiratory rate 15 breaths/min.","episode_id":"iv_000001","anchor_time":68.1} {"id":"MED_iv_000001_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 88% and 97%, with the latest value 96%; heart rate varied between 60 bpm and 133 bpm, with the latest value 96 bpm; the current values include MAP 77 mmHg and systolic BP 151 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 88% and 97%, with the latest value 96%; heart rate varied between 60 bpm and 133 bpm, with the latest value 96 bpm; the last snapshot shows heart rate 96 bpm with MAP 77 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 88% and 97%, with the latest value 96%; heart rate varied between 60 bpm and 133 bpm, with the latest value 96 bpm; the latest bedside set shows MAP 77 mmHg and systolic BP 151 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 88% and 97%, with the latest value 96%; heart rate varied between 60 bpm and 133 bpm, with the latest value 96 bpm; the most recent entries show heart rate 96 bpm and MAP 77 mmHg.","answer":"B","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 88% and 97%, with the latest value 96%; heart rate varied between 60 bpm and 133 bpm, with the latest value 96 bpm; the last snapshot shows heart rate 96 bpm with MAP 77 mmHg.","episode_id":"iv_000001","anchor_time":68.1} {"id":"MED_iv_000003_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 came back to 85% after reaching 97%; heart rate varied between 50 bpm and 91 bpm, with the latest value 75 bpm; the most recent entries show systolic BP 116 mmHg and respiratory rate 19 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Heart rate varied between 50 bpm and 91 bpm, with the latest value 75 bpm; the latest MAP is 75 mmHg; the latest heart rate is 75 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 came back to 85% after reaching 97%; heart rate varied between 50 bpm and 91 bpm, with the latest value 75 bpm; the current values include systolic BP 116 mmHg and respiratory rate 19 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Heart rate varied between 50 bpm and 91 bpm, with the latest value 75 bpm; the latest MAP is 75 mmHg; the latest heart rate is 75 bpm.","answer":"D","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Heart rate varied between 50 bpm and 91 bpm, with the latest value 75 bpm; the latest MAP is 75 mmHg; the latest heart rate is 75 bpm.","episode_id":"iv_000003","anchor_time":29.483333} {"id":"MED_iv_000003_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 came back to 85% after reaching 97%; heart rate varied between 50 bpm and 91 bpm, with the latest value 75 bpm; the last snapshot shows heart rate 75 bpm with MAP 75 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 came back to 85% after reaching 97%; heart rate varied between 50 bpm and 91 bpm, with the latest value 75 bpm; the current values include MAP 75 mmHg and systolic BP 116 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 came back to 85% after reaching 97%; heart rate varied between 50 bpm and 91 bpm, with the latest value 75 bpm; the latest bedside set shows MAP 75 mmHg and systolic BP 116 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 came back to 85% after reaching 97%; heart rate varied between 50 bpm and 91 bpm, with the latest value 75 bpm; the most recent entries show heart rate 75 bpm and MAP 75 mmHg.","answer":"A","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 came back to 85% after reaching 97%; heart rate varied between 50 bpm and 91 bpm, with the latest value 75 bpm; the last snapshot shows heart rate 75 bpm with MAP 75 mmHg.","episode_id":"iv_000003","anchor_time":29.483333} {"id":"MED_iv_000004_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest MAP is 92 mmHg; the latest systolic BP is 155 mmHg.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. No strong recent threshold breach is recorded in the available variables; the latest MAP is 92 mmHg; the latest heart rate is 54 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. No strong recent threshold breach is recorded in the available variables; the latest MAP is 92 mmHg; the latest systolic BP is 155 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. No strong recent threshold breach is recorded in the available variables; the latest MAP is 92 mmHg; the latest heart rate is 54 bpm.","answer":"A","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest MAP is 92 mmHg; the latest systolic BP is 155 mmHg.","episode_id":"iv_000004","anchor_time":23.583333} {"id":"MED_iv_000005_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Lactate ended at 12.2 mmol/L after dropping as low as 9.1 mmol/L; MAP recovered to 47 mmHg after a recent low of 44 mmHg below 65 mmHg; the current values include MAP 47 mmHg and heart rate 116 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Creatinine ended at 5.5 mg/dL after dropping as low as 5 mg/dL; lactate ended at 12.2 mmol/L after dropping as low as 9.1 mmol/L; the most recent entries show MAP 47 mmHg and systolic BP 90 mmHg.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Lactate ended at 12.2 mmol/L after dropping as low as 9.1 mmol/L; MAP recovered to 47 mmHg after a recent low of 44 mmHg below 65 mmHg; the latest bedside set shows MAP 47 mmHg and heart rate 116 bpm.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Creatinine ended at 5.5 mg/dL after dropping as low as 5 mg/dL; lactate ended at 12.2 mmol/L after dropping as low as 9.1 mmol/L; the last snapshot shows MAP 47 mmHg with systolic BP 90 mmHg.","answer":"D","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Creatinine ended at 5.5 mg/dL after dropping as low as 5 mg/dL; lactate ended at 12.2 mmol/L after dropping as low as 9.1 mmol/L; the last snapshot shows MAP 47 mmHg with systolic BP 90 mmHg.","episode_id":"iv_000005","anchor_time":162.275833} {"id":"MED_iv_000006_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. The recent WBC reading was 12.2 K/uL; the latest MAP is 83 mmHg; the latest heart rate is 110 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. The recent WBC reading was 12.2 K/uL; the latest MAP is 83 mmHg; the latest systolic BP is 112 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 12.2 K/uL; the latest MAP is 83 mmHg; the latest systolic BP is 112 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. The recent WBC reading was 12.2 K/uL; the latest MAP is 83 mmHg; the latest heart rate is 110 bpm.","answer":"C","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 12.2 K/uL; the latest MAP is 83 mmHg; the latest systolic BP is 112 mmHg.","episode_id":"iv_000006","anchor_time":51.570278} {"id":"MED_iv_000006_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 12.2 K/uL; the latest heart rate is 110 bpm; the latest MAP is 83 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 12.2 K/uL; the latest systolic BP is 112 mmHg; the latest respiratory rate is 24 breaths/min.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. The recent WBC reading was 12.2 K/uL; the latest heart rate is 110 bpm; the latest MAP is 83 mmHg.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 12.2 K/uL; the latest systolic BP is 112 mmHg; the latest respiratory rate is 24 breaths/min.","answer":"D","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 12.2 K/uL; the latest systolic BP is 112 mmHg; the latest respiratory rate is 24 breaths/min.","episode_id":"iv_000006","anchor_time":51.570278} {"id":"MED_iv_000006_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 12.2 K/uL; the latest MAP is 83 mmHg; the latest systolic BP is 112 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 12.2 K/uL; the latest heart rate is 110 bpm; the latest MAP is 83 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. The recent WBC reading was 12.2 K/uL; the latest heart rate is 110 bpm; the latest MAP is 83 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 12.2 K/uL; the latest MAP is 83 mmHg; the latest systolic BP is 112 mmHg.","answer":"B","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 12.2 K/uL; the latest heart rate is 110 bpm; the latest MAP is 83 mmHg.","episode_id":"iv_000006","anchor_time":51.570278} {"id":"MED_iv_000007_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate returned to 18 breaths/min after reaching 35 breaths/min; the latest systolic BP is 112 mmHg; the latest respiratory rate is 18 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate returned to 18 breaths/min after reaching 35 breaths/min; the latest systolic BP is 112 mmHg; the latest respiratory rate is 18 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate returned to 18 breaths/min after reaching 35 breaths/min; the latest MAP is 86 mmHg; the latest heart rate is 67 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate returned to 18 breaths/min after reaching 35 breaths/min; the latest MAP is 86 mmHg; the latest heart rate is 67 bpm.","answer":"D","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate returned to 18 breaths/min after reaching 35 breaths/min; the latest MAP is 86 mmHg; the latest heart rate is 67 bpm.","episode_id":"iv_000007","anchor_time":25.983333} {"id":"MED_iv_000007_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate returned to 18 breaths/min after reaching 35 breaths/min; the latest systolic BP is 112 mmHg; the latest respiratory rate is 18 breaths/min.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate returned to 18 breaths/min after reaching 35 breaths/min; the latest heart rate is 67 bpm; the latest MAP is 86 mmHg.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate returned to 18 breaths/min after reaching 35 breaths/min; the latest heart rate is 67 bpm; the latest MAP is 86 mmHg.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate returned to 18 breaths/min after reaching 35 breaths/min; the latest systolic BP is 112 mmHg; the latest respiratory rate is 18 breaths/min.","answer":"A","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate returned to 18 breaths/min after reaching 35 breaths/min; the latest systolic BP is 112 mmHg; the latest respiratory rate is 18 breaths/min.","episode_id":"iv_000007","anchor_time":25.983333} {"id":"MED_iv_000008_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate varied between 40 bpm and 106 bpm, with the latest value 96 bpm; SpO2 varied between 88% and 98%, with the latest value 95%; the latest bedside set shows MAP 106 mmHg and systolic BP 131 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 88% and 98%, with the latest value 95%; respiratory rate varied between 16 breaths/min and 31 breaths/min, with the latest value 27 breaths/min; the last snapshot shows MAP 106 mmHg with heart rate 96 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate varied between 40 bpm and 106 bpm, with the latest value 96 bpm; SpO2 varied between 88% and 98%, with the latest value 95%; the most recent entries show MAP 106 mmHg and systolic BP 131 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 varied between 88% and 98%, with the latest value 95%; respiratory rate varied between 16 breaths/min and 31 breaths/min, with the latest value 27 breaths/min; the current values include MAP 106 mmHg and heart rate 96 bpm.","answer":"C","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate varied between 40 bpm and 106 bpm, with the latest value 96 bpm; SpO2 varied between 88% and 98%, with the latest value 95%; the most recent entries show MAP 106 mmHg and systolic BP 131 mmHg.","episode_id":"iv_000008","anchor_time":40.891667} {"id":"MED_iv_000009_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 10 breaths/min and 19 breaths/min, with the latest value 17 breaths/min; the latest MAP is 82 mmHg; the latest systolic BP is 130 mmHg.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate varied between 10 breaths/min and 19 breaths/min, with the latest value 17 breaths/min; the latest MAP is 82 mmHg; the latest heart rate is 83 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate varied between 10 breaths/min and 19 breaths/min, with the latest value 17 breaths/min; the latest MAP is 82 mmHg; the latest heart rate is 83 bpm.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate varied between 10 breaths/min and 19 breaths/min, with the latest value 17 breaths/min; the latest MAP is 82 mmHg; the latest systolic BP is 130 mmHg.","answer":"A","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 10 breaths/min and 19 breaths/min, with the latest value 17 breaths/min; the latest MAP is 82 mmHg; the latest systolic BP is 130 mmHg.","episode_id":"iv_000009","anchor_time":110.2} {"id":"MED_iv_000009_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate varied between 10 breaths/min and 19 breaths/min, with the latest value 17 breaths/min; the latest heart rate is 83 bpm; the latest MAP is 82 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate varied between 10 breaths/min and 19 breaths/min, with the latest value 17 breaths/min; the latest heart rate is 83 bpm; the latest MAP is 82 mmHg.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 10 breaths/min and 19 breaths/min, with the latest value 17 breaths/min; the latest systolic BP is 130 mmHg; the latest respiratory rate is 17 breaths/min.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate varied between 10 breaths/min and 19 breaths/min, with the latest value 17 breaths/min; the latest systolic BP is 130 mmHg; the latest respiratory rate is 17 breaths/min.","answer":"C","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 10 breaths/min and 19 breaths/min, with the latest value 17 breaths/min; the latest systolic BP is 130 mmHg; the latest respiratory rate is 17 breaths/min.","episode_id":"iv_000009","anchor_time":110.2} {"id":"MED_iv_000009_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate varied between 10 breaths/min and 19 breaths/min, with the latest value 17 breaths/min; the latest MAP is 82 mmHg; the latest systolic BP is 130 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 10 breaths/min and 19 breaths/min, with the latest value 17 breaths/min; the latest MAP is 82 mmHg; the latest systolic BP is 130 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate varied between 10 breaths/min and 19 breaths/min, with the latest value 17 breaths/min; the latest heart rate is 83 bpm; the latest MAP is 82 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate varied between 10 breaths/min and 19 breaths/min, with the latest value 17 breaths/min; the latest heart rate is 83 bpm; the latest MAP is 82 mmHg.","answer":"C","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate varied between 10 breaths/min and 19 breaths/min, with the latest value 17 breaths/min; the latest heart rate is 83 bpm; the latest MAP is 82 mmHg.","episode_id":"iv_000009","anchor_time":110.2} {"id":"MED_iv_000011_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. No strong recent threshold breach is recorded in the available variables; the latest MAP is 97 mmHg; the latest heart rate is 78 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. No strong recent threshold breach is recorded in the available variables; the latest MAP is 97 mmHg; the latest heart rate is 78 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 166 mmHg; the latest respiratory rate is 21 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 166 mmHg; the latest respiratory rate is 21 breaths/min.","answer":"A","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. No strong recent threshold breach is recorded in the available variables; the latest MAP is 97 mmHg; the latest heart rate is 78 bpm.","episode_id":"iv_000011","anchor_time":41.466667} {"id":"MED_iv_000012_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate ended at 18 breaths/min after a recent low of 9 breaths/min; the latest MAP is 85 mmHg; the latest heart rate is 74 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Heart rate ended at 74 bpm after a recent low of 48 bpm; respiratory rate ended at 18 breaths/min after a recent low of 9 breaths/min; the current values include MAP 85 mmHg and systolic BP 157 mmHg.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate ended at 74 bpm after a recent low of 48 bpm; respiratory rate ended at 18 breaths/min after a recent low of 9 breaths/min; the latest bedside set shows MAP 85 mmHg and systolic BP 157 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate ended at 18 breaths/min after a recent low of 9 breaths/min; the latest MAP is 85 mmHg; the latest heart rate is 74 bpm.","answer":"B","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Heart rate ended at 74 bpm after a recent low of 48 bpm; respiratory rate ended at 18 breaths/min after a recent low of 9 breaths/min; the current values include MAP 85 mmHg and systolic BP 157 mmHg.","episode_id":"iv_000012","anchor_time":22.497778} {"id":"MED_iv_000012_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate ended at 18 breaths/min after a recent low of 9 breaths/min; the latest MAP is 85 mmHg; the latest heart rate is 74 bpm.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Heart rate ended at 74 bpm after a recent low of 48 bpm; respiratory rate ended at 18 breaths/min after a recent low of 9 breaths/min; the current values include systolic BP 157 mmHg and respiratory rate 18 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate ended at 74 bpm after a recent low of 48 bpm; respiratory rate ended at 18 breaths/min after a recent low of 9 breaths/min; the latest bedside set shows systolic BP 157 mmHg and respiratory rate 18 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate ended at 18 breaths/min after a recent low of 9 breaths/min; the latest MAP is 85 mmHg; the latest heart rate is 74 bpm.","answer":"D","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate ended at 18 breaths/min after a recent low of 9 breaths/min; the latest MAP is 85 mmHg; the latest heart rate is 74 bpm.","episode_id":"iv_000012","anchor_time":22.497778} {"id":"MED_iv_000012_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate ended at 74 bpm after a recent low of 48 bpm; respiratory rate ended at 18 breaths/min after a recent low of 9 breaths/min; the current values include systolic BP 157 mmHg and respiratory rate 18 breaths/min.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Heart rate ended at 74 bpm after a recent low of 48 bpm; respiratory rate ended at 18 breaths/min after a recent low of 9 breaths/min; the most recent entries show heart rate 74 bpm and MAP 85 mmHg.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Heart rate ended at 74 bpm after a recent low of 48 bpm; respiratory rate ended at 18 breaths/min after a recent low of 9 breaths/min; the last snapshot shows heart rate 74 bpm with MAP 85 mmHg.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Heart rate ended at 74 bpm after a recent low of 48 bpm; respiratory rate ended at 18 breaths/min after a recent low of 9 breaths/min; the latest bedside set shows systolic BP 157 mmHg and respiratory rate 18 breaths/min.","answer":"D","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Heart rate ended at 74 bpm after a recent low of 48 bpm; respiratory rate ended at 18 breaths/min after a recent low of 9 breaths/min; the latest bedside set shows systolic BP 157 mmHg and respiratory rate 18 breaths/min.","episode_id":"iv_000012","anchor_time":22.497778} {"id":"MED_iv_000012_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate ended at 74 bpm after a recent low of 48 bpm; respiratory rate ended at 18 breaths/min after a recent low of 9 breaths/min; the current values include MAP 85 mmHg and systolic BP 157 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate ended at 74 bpm after a recent low of 48 bpm; respiratory rate ended at 18 breaths/min after a recent low of 9 breaths/min; the last snapshot shows heart rate 74 bpm with MAP 85 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Heart rate ended at 74 bpm after a recent low of 48 bpm; respiratory rate ended at 18 breaths/min after a recent low of 9 breaths/min; the most recent entries show heart rate 74 bpm and MAP 85 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Heart rate ended at 74 bpm after a recent low of 48 bpm; respiratory rate ended at 18 breaths/min after a recent low of 9 breaths/min; the latest bedside set shows MAP 85 mmHg and systolic BP 157 mmHg.","answer":"B","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate ended at 74 bpm after a recent low of 48 bpm; respiratory rate ended at 18 breaths/min after a recent low of 9 breaths/min; the last snapshot shows heart rate 74 bpm with MAP 85 mmHg.","episode_id":"iv_000012","anchor_time":22.497778} {"id":"MED_iv_000013_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate varied between 50 bpm and 86 bpm, with the latest value 78 bpm; respiratory rate ended at 22 breaths/min after a recent low of 10 breaths/min; the current values include MAP 82 mmHg and heart rate 78 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 ended at 100% after dropping as low as 88%; heart rate varied between 50 bpm and 86 bpm, with the latest value 78 bpm; the last snapshot shows MAP 82 mmHg with systolic BP 124 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 ended at 100% after dropping as low as 88%; heart rate varied between 50 bpm and 86 bpm, with the latest value 78 bpm; the most recent entries show MAP 82 mmHg and systolic BP 124 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate varied between 50 bpm and 86 bpm, with the latest value 78 bpm; respiratory rate ended at 22 breaths/min after a recent low of 10 breaths/min; the latest bedside set shows MAP 82 mmHg and heart rate 78 bpm.","answer":"B","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 ended at 100% after dropping as low as 88%; heart rate varied between 50 bpm and 86 bpm, with the latest value 78 bpm; the last snapshot shows MAP 82 mmHg with systolic BP 124 mmHg.","episode_id":"iv_000013","anchor_time":100.851944} {"id":"MED_iv_000013_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Heart rate varied between 50 bpm and 86 bpm, with the latest value 78 bpm; respiratory rate ended at 22 breaths/min after a recent low of 10 breaths/min; the last snapshot shows MAP 82 mmHg with heart rate 78 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 ended at 100% after dropping as low as 88%; respiratory rate ended at 22 breaths/min after a recent low of 10 breaths/min; the current values include systolic BP 124 mmHg and respiratory rate 22 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Heart rate varied between 50 bpm and 86 bpm, with the latest value 78 bpm; respiratory rate ended at 22 breaths/min after a recent low of 10 breaths/min; the latest bedside set shows MAP 82 mmHg and heart rate 78 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 ended at 100% after dropping as low as 88%; respiratory rate ended at 22 breaths/min after a recent low of 10 breaths/min; the most recent entries show systolic BP 124 mmHg and respiratory rate 22 breaths/min.","answer":"A","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Heart rate varied between 50 bpm and 86 bpm, with the latest value 78 bpm; respiratory rate ended at 22 breaths/min after a recent low of 10 breaths/min; the last snapshot shows MAP 82 mmHg with heart rate 78 bpm.","episode_id":"iv_000013","anchor_time":100.851944} {"id":"MED_iv_000013_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Heart rate varied between 50 bpm and 86 bpm, with the latest value 78 bpm; respiratory rate ended at 22 breaths/min after a recent low of 10 breaths/min; the most recent entries show heart rate 78 bpm and MAP 82 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 ended at 100% after dropping as low as 88%; heart rate varied between 50 bpm and 86 bpm, with the latest value 78 bpm; the latest bedside set shows MAP 82 mmHg and systolic BP 124 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Heart rate varied between 50 bpm and 86 bpm, with the latest value 78 bpm; respiratory rate ended at 22 breaths/min after a recent low of 10 breaths/min; the last snapshot shows heart rate 78 bpm with MAP 82 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 ended at 100% after dropping as low as 88%; heart rate varied between 50 bpm and 86 bpm, with the latest value 78 bpm; the current values include MAP 82 mmHg and systolic BP 124 mmHg.","answer":"C","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Heart rate varied between 50 bpm and 86 bpm, with the latest value 78 bpm; respiratory rate ended at 22 breaths/min after a recent low of 10 breaths/min; the last snapshot shows heart rate 78 bpm with MAP 82 mmHg.","episode_id":"iv_000013","anchor_time":100.851944} {"id":"MED_iv_000014_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest MAP is 78 mmHg; the latest systolic BP is 101 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. No strong recent threshold breach is recorded in the available variables; the latest MAP is 78 mmHg; the latest heart rate is 91 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. No strong recent threshold breach is recorded in the available variables; the latest MAP is 78 mmHg; the latest systolic BP is 101 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. No strong recent threshold breach is recorded in the available variables; the latest MAP is 78 mmHg; the latest heart rate is 91 bpm.","answer":"A","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest MAP is 78 mmHg; the latest systolic BP is 101 mmHg.","episode_id":"iv_000014","anchor_time":43.518056} {"id":"MED_iv_000014_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 91 bpm; the latest MAP is 78 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 101 mmHg; the latest respiratory rate is 16 breaths/min.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 101 mmHg; the latest respiratory rate is 16 breaths/min.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 91 bpm; the latest MAP is 78 mmHg.","answer":"C","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 101 mmHg; the latest respiratory rate is 16 breaths/min.","episode_id":"iv_000014","anchor_time":43.518056} {"id":"MED_iv_000015_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 came back to 83% after reaching 100%; heart rate ended at 102 bpm after a recent low of 50 bpm; the latest bedside set shows systolic BP 111 mmHg and respiratory rate 19 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate varied between 15 breaths/min and 35 breaths/min, with the latest value 19 breaths/min; heart rate ended at 102 bpm after a recent low of 50 bpm; the most recent entries show MAP 83 mmHg and heart rate 102 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 came back to 83% after reaching 100%; heart rate ended at 102 bpm after a recent low of 50 bpm; the current values include systolic BP 111 mmHg and respiratory rate 19 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 15 breaths/min and 35 breaths/min, with the latest value 19 breaths/min; heart rate ended at 102 bpm after a recent low of 50 bpm; the last snapshot shows MAP 83 mmHg with heart rate 102 bpm.","answer":"B","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate varied between 15 breaths/min and 35 breaths/min, with the latest value 19 breaths/min; heart rate ended at 102 bpm after a recent low of 50 bpm; the most recent entries show MAP 83 mmHg and heart rate 102 bpm.","episode_id":"iv_000015","anchor_time":31.425833} {"id":"MED_iv_000015_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 came back to 83% after reaching 100%; respiratory rate varied between 15 breaths/min and 35 breaths/min, with the latest value 19 breaths/min; the current values include MAP 83 mmHg and systolic BP 111 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 15 breaths/min and 35 breaths/min, with the latest value 19 breaths/min; heart rate ended at 102 bpm after a recent low of 50 bpm; the most recent entries show heart rate 102 bpm and MAP 83 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate varied between 15 breaths/min and 35 breaths/min, with the latest value 19 breaths/min; heart rate ended at 102 bpm after a recent low of 50 bpm; the last snapshot shows heart rate 102 bpm with MAP 83 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 came back to 83% after reaching 100%; respiratory rate varied between 15 breaths/min and 35 breaths/min, with the latest value 19 breaths/min; the latest bedside set shows MAP 83 mmHg and systolic BP 111 mmHg.","answer":"C","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate varied between 15 breaths/min and 35 breaths/min, with the latest value 19 breaths/min; heart rate ended at 102 bpm after a recent low of 50 bpm; the last snapshot shows heart rate 102 bpm with MAP 83 mmHg.","episode_id":"iv_000015","anchor_time":31.425833} {"id":"MED_iv_000017_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Urine output most recently reached 75 mL after low intervals down to 30 mL; the latest MAP is 92 mmHg; the latest systolic BP is 139 mmHg.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Urine output most recently reached 75 mL after low intervals down to 30 mL; the latest MAP is 92 mmHg; the latest heart rate is 98 bpm.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Urine output most recently reached 75 mL after low intervals down to 30 mL; the latest MAP is 92 mmHg; the latest systolic BP is 139 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 75 mL after low intervals down to 30 mL; the latest MAP is 92 mmHg; the latest heart rate is 98 bpm.","answer":"C","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Urine output most recently reached 75 mL after low intervals down to 30 mL; the latest MAP is 92 mmHg; the latest systolic BP is 139 mmHg.","episode_id":"iv_000017","anchor_time":112.316667} {"id":"MED_iv_000017_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Urine output most recently reached 75 mL after low intervals down to 30 mL; the latest MAP is 92 mmHg; the latest heart rate is 98 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 75 mL after low intervals down to 30 mL; the latest systolic BP is 139 mmHg; the latest respiratory rate is 16 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Urine output most recently reached 75 mL after low intervals down to 30 mL; the latest MAP is 92 mmHg; the latest heart rate is 98 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Urine output most recently reached 75 mL after low intervals down to 30 mL; the latest systolic BP is 139 mmHg; the latest respiratory rate is 16 breaths/min.","answer":"C","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Urine output most recently reached 75 mL after low intervals down to 30 mL; the latest MAP is 92 mmHg; the latest heart rate is 98 bpm.","episode_id":"iv_000017","anchor_time":112.316667} {"id":"MED_iv_000017_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Urine output most recently reached 75 mL after low intervals down to 30 mL; the latest heart rate is 98 bpm; the latest MAP is 92 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 75 mL after low intervals down to 30 mL; the latest systolic BP is 139 mmHg; the latest respiratory rate is 16 breaths/min.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Urine output most recently reached 75 mL after low intervals down to 30 mL; the latest systolic BP is 139 mmHg; the latest respiratory rate is 16 breaths/min.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Urine output most recently reached 75 mL after low intervals down to 30 mL; the latest heart rate is 98 bpm; the latest MAP is 92 mmHg.","answer":"C","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Urine output most recently reached 75 mL after low intervals down to 30 mL; the latest systolic BP is 139 mmHg; the latest respiratory rate is 16 breaths/min.","episode_id":"iv_000017","anchor_time":112.316667} {"id":"MED_iv_000017_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 75 mL after low intervals down to 30 mL; the latest heart rate is 98 bpm; the latest MAP is 92 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Urine output most recently reached 75 mL after low intervals down to 30 mL; the latest MAP is 92 mmHg; the latest systolic BP is 139 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Urine output most recently reached 75 mL after low intervals down to 30 mL; the latest heart rate is 98 bpm; the latest MAP is 92 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 75 mL after low intervals down to 30 mL; the latest MAP is 92 mmHg; the latest systolic BP is 139 mmHg.","answer":"C","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Urine output most recently reached 75 mL after low intervals down to 30 mL; the latest heart rate is 98 bpm; the latest MAP is 92 mmHg.","episode_id":"iv_000017","anchor_time":112.316667} {"id":"MED_iv_000019_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. No strong recent threshold breach is recorded in the available variables; the latest MAP is 98 mmHg; the latest heart rate is 96 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. No strong recent threshold breach is recorded in the available variables; the latest MAP is 98 mmHg; the latest heart rate is 96 bpm.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. No strong recent threshold breach is recorded in the available variables; the latest MAP is 98 mmHg; the latest systolic BP is 144 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. No strong recent threshold breach is recorded in the available variables; the latest MAP is 98 mmHg; the latest systolic BP is 144 mmHg.","answer":"C","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. No strong recent threshold breach is recorded in the available variables; the latest MAP is 98 mmHg; the latest systolic BP is 144 mmHg.","episode_id":"iv_000019","anchor_time":43.084167} {"id":"MED_iv_000019_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. No strong recent threshold breach is recorded in the available variables; the latest MAP is 98 mmHg; the latest heart rate is 96 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 144 mmHg; the latest respiratory rate is 19 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. No strong recent threshold breach is recorded in the available variables; the latest MAP is 98 mmHg; the latest heart rate is 96 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 144 mmHg; the latest respiratory rate is 19 breaths/min.","answer":"A","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. No strong recent threshold breach is recorded in the available variables; the latest MAP is 98 mmHg; the latest heart rate is 96 bpm.","episode_id":"iv_000019","anchor_time":43.084167} {"id":"MED_iv_000019_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 96 bpm; the latest MAP is 98 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 96 bpm; the latest MAP is 98 mmHg.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 144 mmHg; the latest respiratory rate is 19 breaths/min.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 144 mmHg; the latest respiratory rate is 19 breaths/min.","answer":"C","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 144 mmHg; the latest respiratory rate is 19 breaths/min.","episode_id":"iv_000019","anchor_time":43.084167} {"id":"MED_iv_000019_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 96 bpm; the latest MAP is 98 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest MAP is 98 mmHg; the latest systolic BP is 144 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. No strong recent threshold breach is recorded in the available variables; the latest MAP is 98 mmHg; the latest systolic BP is 144 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 96 bpm; the latest MAP is 98 mmHg.","answer":"A","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 96 bpm; the latest MAP is 98 mmHg.","episode_id":"iv_000019","anchor_time":43.084167} {"id":"MED_iv_000020_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Diastolic BP recovered to 60 mmHg after a recent low of 35 mmHg below 50 mmHg; MAP recovered to 76 mmHg after a recent low of 58 mmHg below 65 mmHg; the most recent entries show MAP 76 mmHg and heart rate 79 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 87% and 98%, with the latest value 95%; MAP recovered to 76 mmHg after a recent low of 58 mmHg below 65 mmHg; the current values include systolic BP 141 mmHg and respiratory rate 16 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 varied between 87% and 98%, with the latest value 95%; MAP recovered to 76 mmHg after a recent low of 58 mmHg below 65 mmHg; the latest bedside set shows systolic BP 141 mmHg and respiratory rate 16 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Diastolic BP recovered to 60 mmHg after a recent low of 35 mmHg below 50 mmHg; MAP recovered to 76 mmHg after a recent low of 58 mmHg below 65 mmHg; the last snapshot shows MAP 76 mmHg with heart rate 79 bpm.","answer":"A","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Diastolic BP recovered to 60 mmHg after a recent low of 35 mmHg below 50 mmHg; MAP recovered to 76 mmHg after a recent low of 58 mmHg below 65 mmHg; the most recent entries show MAP 76 mmHg and heart rate 79 bpm.","episode_id":"iv_000020","anchor_time":31.652778} {"id":"MED_iv_000021_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 ended at 99% after dropping as low as 88%; diastolic BP recovered to 47 mmHg after a recent low of 47 mmHg below 50 mmHg; the latest bedside set shows MAP 57 mmHg and heart rate 65 bpm.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 57 mmHg after a recent low of 57 mmHg below 65 mmHg; diastolic BP recovered to 47 mmHg after a recent low of 47 mmHg below 50 mmHg; the most recent entries show systolic BP 118 mmHg and respiratory rate 17 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 57 mmHg after a recent low of 57 mmHg below 65 mmHg; diastolic BP recovered to 47 mmHg after a recent low of 47 mmHg below 50 mmHg; the current values include systolic BP 118 mmHg and respiratory rate 17 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 ended at 99% after dropping as low as 88%; diastolic BP recovered to 47 mmHg after a recent low of 47 mmHg below 50 mmHg; the last snapshot shows MAP 57 mmHg with heart rate 65 bpm.","answer":"D","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 ended at 99% after dropping as low as 88%; diastolic BP recovered to 47 mmHg after a recent low of 47 mmHg below 50 mmHg; the last snapshot shows MAP 57 mmHg with heart rate 65 bpm.","episode_id":"iv_000021","anchor_time":76.966667} {"id":"MED_iv_000021_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate varied between 50 bpm and 75 bpm, with the latest value 65 bpm; the recent WBC reading was 12 K/uL; the most recent entries show heart rate 65 bpm and MAP 57 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Heart rate varied between 50 bpm and 75 bpm, with the latest value 65 bpm; the recent WBC reading was 12 K/uL; the last snapshot shows heart rate 65 bpm with MAP 57 mmHg.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. MAP recovered to 57 mmHg after a recent low of 57 mmHg below 65 mmHg; diastolic BP recovered to 47 mmHg after a recent low of 47 mmHg below 50 mmHg; the current values include systolic BP 118 mmHg and respiratory rate 17 breaths/min.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 57 mmHg after a recent low of 57 mmHg below 65 mmHg; diastolic BP recovered to 47 mmHg after a recent low of 47 mmHg below 50 mmHg; the latest bedside set shows systolic BP 118 mmHg and respiratory rate 17 breaths/min.","answer":"D","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 57 mmHg after a recent low of 57 mmHg below 65 mmHg; diastolic BP recovered to 47 mmHg after a recent low of 47 mmHg below 50 mmHg; the latest bedside set shows systolic BP 118 mmHg and respiratory rate 17 breaths/min.","episode_id":"iv_000021","anchor_time":76.966667} {"id":"MED_iv_000021_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate varied between 50 bpm and 75 bpm, with the latest value 65 bpm; the recent WBC reading was 12 K/uL; the last snapshot shows heart rate 65 bpm with MAP 57 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate varied between 50 bpm and 75 bpm, with the latest value 65 bpm; the recent WBC reading was 12 K/uL; the most recent entries show heart rate 65 bpm and MAP 57 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. MAP recovered to 57 mmHg after a recent low of 57 mmHg below 65 mmHg; SpO2 ended at 99% after dropping as low as 88%; the current values include MAP 57 mmHg and systolic BP 118 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. MAP recovered to 57 mmHg after a recent low of 57 mmHg below 65 mmHg; SpO2 ended at 99% after dropping as low as 88%; the latest bedside set shows MAP 57 mmHg and systolic BP 118 mmHg.","answer":"A","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate varied between 50 bpm and 75 bpm, with the latest value 65 bpm; the recent WBC reading was 12 K/uL; the last snapshot shows heart rate 65 bpm with MAP 57 mmHg.","episode_id":"iv_000021","anchor_time":76.966667} {"id":"MED_iv_000022_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Heart rate varied between 40 bpm and 97 bpm, with the latest value 86 bpm; SpO2 ended at 97% after dropping as low as 85%; the most recent entries show systolic BP 155 mmHg and respiratory rate 24 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate varied between 40 bpm and 97 bpm, with the latest value 86 bpm; SpO2 ended at 97% after dropping as low as 85%; the last snapshot shows systolic BP 155 mmHg with respiratory rate 24 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 ended at 97% after dropping as low as 85%; the latest MAP is 82 mmHg; the latest heart rate is 86 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 ended at 97% after dropping as low as 85%; the latest MAP is 82 mmHg; the latest heart rate is 86 bpm.","answer":"C","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 ended at 97% after dropping as low as 85%; the latest MAP is 82 mmHg; the latest heart rate is 86 bpm.","episode_id":"iv_000022","anchor_time":159.284444} {"id":"MED_iv_000023_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 86% and 96%, with the latest value 92%; diastolic BP recovered to 46 mmHg after a recent low of 43 mmHg below 50 mmHg; the most recent entries show MAP 68 mmHg and heart rate 104 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 86% and 96%, with the latest value 92%; diastolic BP recovered to 46 mmHg after a recent low of 43 mmHg below 50 mmHg; the last snapshot shows MAP 68 mmHg with heart rate 104 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate ended at 31 breaths/min after a recent low of 15 breaths/min; SpO2 varied between 86% and 96%, with the latest value 92%; the current values include MAP 68 mmHg and systolic BP 120 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate ended at 31 breaths/min after a recent low of 15 breaths/min; SpO2 varied between 86% and 96%, with the latest value 92%; the latest bedside set shows MAP 68 mmHg and systolic BP 120 mmHg.","answer":"C","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate ended at 31 breaths/min after a recent low of 15 breaths/min; SpO2 varied between 86% and 96%, with the latest value 92%; the current values include MAP 68 mmHg and systolic BP 120 mmHg.","episode_id":"iv_000023","anchor_time":55.749444} {"id":"MED_iv_000023_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate ended at 31 breaths/min after a recent low of 15 breaths/min; diastolic BP recovered to 46 mmHg after a recent low of 43 mmHg below 50 mmHg; the current values include systolic BP 120 mmHg and respiratory rate 31 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate ended at 31 breaths/min after a recent low of 15 breaths/min; diastolic BP recovered to 46 mmHg after a recent low of 43 mmHg below 50 mmHg; the latest bedside set shows systolic BP 120 mmHg and respiratory rate 31 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 86% and 96%, with the latest value 92%; diastolic BP recovered to 46 mmHg after a recent low of 43 mmHg below 50 mmHg; the most recent entries show MAP 68 mmHg and heart rate 104 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 86% and 96%, with the latest value 92%; diastolic BP recovered to 46 mmHg after a recent low of 43 mmHg below 50 mmHg; the last snapshot shows MAP 68 mmHg with heart rate 104 bpm.","answer":"C","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 86% and 96%, with the latest value 92%; diastolic BP recovered to 46 mmHg after a recent low of 43 mmHg below 50 mmHg; the most recent entries show MAP 68 mmHg and heart rate 104 bpm.","episode_id":"iv_000023","anchor_time":55.749444} {"id":"MED_iv_000024_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Urine output most recently reached 25 mL after low intervals down to 25 mL; MAP recovered to 69 mmHg after a recent low of 63 mmHg below 65 mmHg; the current values include MAP 69 mmHg and systolic BP 111 mmHg.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. MAP recovered to 69 mmHg after a recent low of 63 mmHg below 65 mmHg; the latest MAP is 69 mmHg; the latest heart rate is 71 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 25 mL after low intervals down to 25 mL; MAP recovered to 69 mmHg after a recent low of 63 mmHg below 65 mmHg; the latest bedside set shows MAP 69 mmHg and systolic BP 111 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 69 mmHg after a recent low of 63 mmHg below 65 mmHg; the latest MAP is 69 mmHg; the latest heart rate is 71 bpm.","answer":"A","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Urine output most recently reached 25 mL after low intervals down to 25 mL; MAP recovered to 69 mmHg after a recent low of 63 mmHg below 65 mmHg; the current values include MAP 69 mmHg and systolic BP 111 mmHg.","episode_id":"iv_000024","anchor_time":71.725} {"id":"MED_iv_000024_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. MAP recovered to 69 mmHg after a recent low of 63 mmHg below 65 mmHg; the latest MAP is 69 mmHg; the latest heart rate is 71 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 25 mL after low intervals down to 25 mL; MAP recovered to 69 mmHg after a recent low of 63 mmHg below 65 mmHg; the latest bedside set shows systolic BP 111 mmHg and respiratory rate 17 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Urine output most recently reached 25 mL after low intervals down to 25 mL; MAP recovered to 69 mmHg after a recent low of 63 mmHg below 65 mmHg; the current values include systolic BP 111 mmHg and respiratory rate 17 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. MAP recovered to 69 mmHg after a recent low of 63 mmHg below 65 mmHg; the latest MAP is 69 mmHg; the latest heart rate is 71 bpm.","answer":"A","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. MAP recovered to 69 mmHg after a recent low of 63 mmHg below 65 mmHg; the latest MAP is 69 mmHg; the latest heart rate is 71 bpm.","episode_id":"iv_000024","anchor_time":71.725} {"id":"MED_iv_000025_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. MAP recovered to 30 mmHg after a recent low of 30 mmHg below 65 mmHg; respiratory rate varied between 6 breaths/min and 19 breaths/min, with the latest value 8 breaths/min; the current values include MAP 30 mmHg and heart rate 54 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Creatinine ended at 4.2 mg/dL after dropping as low as 3.8 mg/dL; MAP recovered to 30 mmHg after a recent low of 30 mmHg below 65 mmHg; the most recent entries show MAP 30 mmHg and systolic BP 54 mmHg.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. MAP recovered to 30 mmHg after a recent low of 30 mmHg below 65 mmHg; respiratory rate varied between 6 breaths/min and 19 breaths/min, with the latest value 8 breaths/min; the latest bedside set shows MAP 30 mmHg and heart rate 54 bpm.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Creatinine ended at 4.2 mg/dL after dropping as low as 3.8 mg/dL; MAP recovered to 30 mmHg after a recent low of 30 mmHg below 65 mmHg; the last snapshot shows MAP 30 mmHg with systolic BP 54 mmHg.","answer":"D","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Creatinine ended at 4.2 mg/dL after dropping as low as 3.8 mg/dL; MAP recovered to 30 mmHg after a recent low of 30 mmHg below 65 mmHg; the last snapshot shows MAP 30 mmHg with systolic BP 54 mmHg.","episode_id":"iv_000025","anchor_time":53.618333} {"id":"MED_iv_000026_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 85% and 99%, with the latest value 97%; diastolic BP recovered to 48 mmHg after a recent low of 48 mmHg below 50 mmHg; the most recent entries show systolic BP 118 mmHg and respiratory rate 23 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Creatinine was 2.2 mg/dL on the available recent reading; diastolic BP recovered to 48 mmHg after a recent low of 48 mmHg below 50 mmHg; the current values include MAP 66 mmHg and heart rate 87 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 85% and 99%, with the latest value 97%; diastolic BP recovered to 48 mmHg after a recent low of 48 mmHg below 50 mmHg; the last snapshot shows systolic BP 118 mmHg with respiratory rate 23 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Creatinine was 2.2 mg/dL on the available recent reading; diastolic BP recovered to 48 mmHg after a recent low of 48 mmHg below 50 mmHg; the latest bedside set shows MAP 66 mmHg and heart rate 87 bpm.","answer":"B","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Creatinine was 2.2 mg/dL on the available recent reading; diastolic BP recovered to 48 mmHg after a recent low of 48 mmHg below 50 mmHg; the current values include MAP 66 mmHg and heart rate 87 bpm.","episode_id":"iv_000026","anchor_time":167.2575} {"id":"MED_iv_000026_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Diastolic BP recovered to 48 mmHg after a recent low of 48 mmHg below 50 mmHg; the recent WBC reading was 16.8 K/uL; the last snapshot shows heart rate 87 bpm with MAP 66 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 85% and 99%, with the latest value 97%; creatinine was 2.2 mg/dL on the available recent reading; the current values include MAP 66 mmHg and systolic BP 118 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 85% and 99%, with the latest value 97%; creatinine was 2.2 mg/dL on the available recent reading; the latest bedside set shows MAP 66 mmHg and systolic BP 118 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Diastolic BP recovered to 48 mmHg after a recent low of 48 mmHg below 50 mmHg; the recent WBC reading was 16.8 K/uL; the most recent entries show heart rate 87 bpm and MAP 66 mmHg.","answer":"A","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Diastolic BP recovered to 48 mmHg after a recent low of 48 mmHg below 50 mmHg; the recent WBC reading was 16.8 K/uL; the last snapshot shows heart rate 87 bpm with MAP 66 mmHg.","episode_id":"iv_000026","anchor_time":167.2575} {"id":"MED_iv_000027_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. MAP recovered to 75 mmHg after a recent low of 62 mmHg below 65 mmHg; respiratory rate varied between 9 breaths/min and 16 breaths/min, with the latest value 10 breaths/min; the last snapshot shows MAP 75 mmHg with heart rate 84 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 88% and 95%, with the latest value 93%; MAP recovered to 75 mmHg after a recent low of 62 mmHg below 65 mmHg; the most recent entries show MAP 75 mmHg and systolic BP 140 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 75 mmHg after a recent low of 62 mmHg below 65 mmHg; respiratory rate varied between 9 breaths/min and 16 breaths/min, with the latest value 10 breaths/min; the current values include MAP 75 mmHg and heart rate 84 bpm.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 88% and 95%, with the latest value 93%; MAP recovered to 75 mmHg after a recent low of 62 mmHg below 65 mmHg; the latest bedside set shows MAP 75 mmHg and systolic BP 140 mmHg.","answer":"D","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 88% and 95%, with the latest value 93%; MAP recovered to 75 mmHg after a recent low of 62 mmHg below 65 mmHg; the latest bedside set shows MAP 75 mmHg and systolic BP 140 mmHg.","episode_id":"iv_000027","anchor_time":90.816667} {"id":"MED_iv_000027_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 88% and 95%, with the latest value 93%; respiratory rate varied between 9 breaths/min and 16 breaths/min, with the latest value 10 breaths/min; the current values include systolic BP 140 mmHg and respiratory rate 10 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 75 mmHg after a recent low of 62 mmHg below 65 mmHg; respiratory rate varied between 9 breaths/min and 16 breaths/min, with the latest value 10 breaths/min; the last snapshot shows MAP 75 mmHg with heart rate 84 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 varied between 88% and 95%, with the latest value 93%; respiratory rate varied between 9 breaths/min and 16 breaths/min, with the latest value 10 breaths/min; the latest bedside set shows systolic BP 140 mmHg and respiratory rate 10 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. MAP recovered to 75 mmHg after a recent low of 62 mmHg below 65 mmHg; respiratory rate varied between 9 breaths/min and 16 breaths/min, with the latest value 10 breaths/min; the most recent entries show MAP 75 mmHg and heart rate 84 bpm.","answer":"D","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. MAP recovered to 75 mmHg after a recent low of 62 mmHg below 65 mmHg; respiratory rate varied between 9 breaths/min and 16 breaths/min, with the latest value 10 breaths/min; the most recent entries show MAP 75 mmHg and heart rate 84 bpm.","episode_id":"iv_000027","anchor_time":90.816667} {"id":"MED_iv_000027_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 88% and 95%, with the latest value 93%; respiratory rate varied between 9 breaths/min and 16 breaths/min, with the latest value 10 breaths/min; the most recent entries show systolic BP 140 mmHg and respiratory rate 10 breaths/min.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 75 mmHg after a recent low of 62 mmHg below 65 mmHg; respiratory rate varied between 9 breaths/min and 16 breaths/min, with the latest value 10 breaths/min; the current values include heart rate 84 bpm and MAP 75 mmHg.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 88% and 95%, with the latest value 93%; respiratory rate varied between 9 breaths/min and 16 breaths/min, with the latest value 10 breaths/min; the last snapshot shows systolic BP 140 mmHg with respiratory rate 10 breaths/min.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. MAP recovered to 75 mmHg after a recent low of 62 mmHg below 65 mmHg; respiratory rate varied between 9 breaths/min and 16 breaths/min, with the latest value 10 breaths/min; the latest bedside set shows heart rate 84 bpm and MAP 75 mmHg.","answer":"A","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 88% and 95%, with the latest value 93%; respiratory rate varied between 9 breaths/min and 16 breaths/min, with the latest value 10 breaths/min; the most recent entries show systolic BP 140 mmHg and respiratory rate 10 breaths/min.","episode_id":"iv_000027","anchor_time":90.816667} {"id":"MED_iv_000028_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate returned to 20 breaths/min after reaching 45 breaths/min; the latest MAP is 108 mmHg; the latest heart rate is 55 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 came back to 88% after reaching 97%; respiratory rate returned to 20 breaths/min after reaching 45 breaths/min; the most recent entries show MAP 108 mmHg and systolic BP 185 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 came back to 88% after reaching 97%; respiratory rate returned to 20 breaths/min after reaching 45 breaths/min; the latest bedside set shows MAP 108 mmHg and systolic BP 185 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate returned to 20 breaths/min after reaching 45 breaths/min; the latest MAP is 108 mmHg; the latest heart rate is 55 bpm.","answer":"B","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 came back to 88% after reaching 97%; respiratory rate returned to 20 breaths/min after reaching 45 breaths/min; the most recent entries show MAP 108 mmHg and systolic BP 185 mmHg.","episode_id":"iv_000028","anchor_time":78.283333} {"id":"MED_iv_000028_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 came back to 88% after reaching 97%; respiratory rate returned to 20 breaths/min after reaching 45 breaths/min; the current values include systolic BP 185 mmHg and respiratory rate 20 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 came back to 88% after reaching 97%; respiratory rate returned to 20 breaths/min after reaching 45 breaths/min; the most recent entries show systolic BP 185 mmHg and respiratory rate 20 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate returned to 20 breaths/min after reaching 45 breaths/min; the latest MAP is 108 mmHg; the latest heart rate is 55 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate returned to 20 breaths/min after reaching 45 breaths/min; the latest MAP is 108 mmHg; the latest heart rate is 55 bpm.","answer":"C","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate returned to 20 breaths/min after reaching 45 breaths/min; the latest MAP is 108 mmHg; the latest heart rate is 55 bpm.","episode_id":"iv_000028","anchor_time":78.283333} {"id":"MED_iv_000029_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Heart rate varied between 50 bpm and 69 bpm, with the latest value 67 bpm; the latest MAP is 141 mmHg; the latest heart rate is 67 bpm.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 ended at 95% after dropping as low as 88%; heart rate varied between 50 bpm and 69 bpm, with the latest value 67 bpm; the current values include systolic BP 159 mmHg and respiratory rate 18 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Heart rate varied between 50 bpm and 69 bpm, with the latest value 67 bpm; the latest MAP is 141 mmHg; the latest heart rate is 67 bpm.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 ended at 95% after dropping as low as 88%; heart rate varied between 50 bpm and 69 bpm, with the latest value 67 bpm; the latest bedside set shows systolic BP 159 mmHg and respiratory rate 18 breaths/min.","answer":"C","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Heart rate varied between 50 bpm and 69 bpm, with the latest value 67 bpm; the latest MAP is 141 mmHg; the latest heart rate is 67 bpm.","episode_id":"iv_000029","anchor_time":130.525556} {"id":"MED_iv_000029_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 ended at 95% after dropping as low as 88%; heart rate varied between 50 bpm and 69 bpm, with the latest value 67 bpm; the most recent entries show systolic BP 159 mmHg and respiratory rate 18 breaths/min.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 ended at 95% after dropping as low as 88%; heart rate varied between 50 bpm and 69 bpm, with the latest value 67 bpm; the latest bedside set shows heart rate 67 bpm and MAP 141 mmHg.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 ended at 95% after dropping as low as 88%; heart rate varied between 50 bpm and 69 bpm, with the latest value 67 bpm; the current values include heart rate 67 bpm and MAP 141 mmHg.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 ended at 95% after dropping as low as 88%; heart rate varied between 50 bpm and 69 bpm, with the latest value 67 bpm; the last snapshot shows systolic BP 159 mmHg with respiratory rate 18 breaths/min.","answer":"A","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 ended at 95% after dropping as low as 88%; heart rate varied between 50 bpm and 69 bpm, with the latest value 67 bpm; the most recent entries show systolic BP 159 mmHg and respiratory rate 18 breaths/min.","episode_id":"iv_000029","anchor_time":130.525556} {"id":"MED_iv_000029_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 ended at 95% after dropping as low as 88%; heart rate varied between 50 bpm and 69 bpm, with the latest value 67 bpm; the current values include MAP 141 mmHg and systolic BP 159 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 ended at 95% after dropping as low as 88%; heart rate varied between 50 bpm and 69 bpm, with the latest value 67 bpm; the last snapshot shows heart rate 67 bpm with MAP 141 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 ended at 95% after dropping as low as 88%; heart rate varied between 50 bpm and 69 bpm, with the latest value 67 bpm; the latest bedside set shows MAP 141 mmHg and systolic BP 159 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 ended at 95% after dropping as low as 88%; heart rate varied between 50 bpm and 69 bpm, with the latest value 67 bpm; the most recent entries show heart rate 67 bpm and MAP 141 mmHg.","answer":"B","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 ended at 95% after dropping as low as 88%; heart rate varied between 50 bpm and 69 bpm, with the latest value 67 bpm; the last snapshot shows heart rate 67 bpm with MAP 141 mmHg.","episode_id":"iv_000029","anchor_time":130.525556} {"id":"MED_iv_000030_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 88% and 98%, with the latest value 97%; respiratory rate varied between 9 breaths/min and 24 breaths/min, with the latest value 12 breaths/min; the last snapshot shows systolic BP 127 mmHg with respiratory rate 12 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate varied between 50 bpm and 80 bpm, with the latest value 65 bpm; respiratory rate varied between 9 breaths/min and 24 breaths/min, with the latest value 12 breaths/min; the current values include MAP 89 mmHg and heart rate 65 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Heart rate varied between 50 bpm and 80 bpm, with the latest value 65 bpm; respiratory rate varied between 9 breaths/min and 24 breaths/min, with the latest value 12 breaths/min; the latest bedside set shows MAP 89 mmHg and heart rate 65 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 88% and 98%, with the latest value 97%; respiratory rate varied between 9 breaths/min and 24 breaths/min, with the latest value 12 breaths/min; the most recent entries show systolic BP 127 mmHg and respiratory rate 12 breaths/min.","answer":"B","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate varied between 50 bpm and 80 bpm, with the latest value 65 bpm; respiratory rate varied between 9 breaths/min and 24 breaths/min, with the latest value 12 breaths/min; the current values include MAP 89 mmHg and heart rate 65 bpm.","episode_id":"iv_000030","anchor_time":65.526667} {"id":"MED_iv_000030_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate varied between 50 bpm and 80 bpm, with the latest value 65 bpm; respiratory rate varied between 9 breaths/min and 24 breaths/min, with the latest value 12 breaths/min; the last snapshot shows heart rate 65 bpm with MAP 89 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 88% and 98%, with the latest value 97%; heart rate varied between 50 bpm and 80 bpm, with the latest value 65 bpm; the current values include MAP 89 mmHg and systolic BP 127 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 88% and 98%, with the latest value 97%; heart rate varied between 50 bpm and 80 bpm, with the latest value 65 bpm; the latest bedside set shows MAP 89 mmHg and systolic BP 127 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Heart rate varied between 50 bpm and 80 bpm, with the latest value 65 bpm; respiratory rate varied between 9 breaths/min and 24 breaths/min, with the latest value 12 breaths/min; the most recent entries show heart rate 65 bpm and MAP 89 mmHg.","answer":"A","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate varied between 50 bpm and 80 bpm, with the latest value 65 bpm; respiratory rate varied between 9 breaths/min and 24 breaths/min, with the latest value 12 breaths/min; the last snapshot shows heart rate 65 bpm with MAP 89 mmHg.","episode_id":"iv_000030","anchor_time":65.526667} {"id":"MED_iv_000032_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate varied between 16 breaths/min and 32 breaths/min, with the latest value 31 breaths/min; the latest MAP is 79 mmHg; the latest systolic BP is 121 mmHg.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate varied between 16 breaths/min and 32 breaths/min, with the latest value 31 breaths/min; the latest MAP is 79 mmHg; the latest systolic BP is 121 mmHg.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate varied between 16 breaths/min and 32 breaths/min, with the latest value 31 breaths/min; the latest MAP is 79 mmHg; the latest heart rate is 72 bpm.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate varied between 16 breaths/min and 32 breaths/min, with the latest value 31 breaths/min; the latest MAP is 79 mmHg; the latest heart rate is 72 bpm.","answer":"B","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate varied between 16 breaths/min and 32 breaths/min, with the latest value 31 breaths/min; the latest MAP is 79 mmHg; the latest systolic BP is 121 mmHg.","episode_id":"iv_000032","anchor_time":112.5175} {"id":"MED_iv_000032_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate varied between 16 breaths/min and 32 breaths/min, with the latest value 31 breaths/min; the latest systolic BP is 121 mmHg; the latest respiratory rate is 31 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 16 breaths/min and 32 breaths/min, with the latest value 31 breaths/min; the latest MAP is 79 mmHg; the latest heart rate is 72 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate varied between 16 breaths/min and 32 breaths/min, with the latest value 31 breaths/min; the latest systolic BP is 121 mmHg; the latest respiratory rate is 31 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate varied between 16 breaths/min and 32 breaths/min, with the latest value 31 breaths/min; the latest MAP is 79 mmHg; the latest heart rate is 72 bpm.","answer":"B","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 16 breaths/min and 32 breaths/min, with the latest value 31 breaths/min; the latest MAP is 79 mmHg; the latest heart rate is 72 bpm.","episode_id":"iv_000032","anchor_time":112.5175} {"id":"MED_iv_000032_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 16 breaths/min and 32 breaths/min, with the latest value 31 breaths/min; the latest systolic BP is 121 mmHg; the latest respiratory rate is 31 breaths/min.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate varied between 16 breaths/min and 32 breaths/min, with the latest value 31 breaths/min; the latest systolic BP is 121 mmHg; the latest respiratory rate is 31 breaths/min.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 16 breaths/min and 32 breaths/min, with the latest value 31 breaths/min; the latest heart rate is 72 bpm; the latest MAP is 79 mmHg.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate varied between 16 breaths/min and 32 breaths/min, with the latest value 31 breaths/min; the latest heart rate is 72 bpm; the latest MAP is 79 mmHg.","answer":"A","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 16 breaths/min and 32 breaths/min, with the latest value 31 breaths/min; the latest systolic BP is 121 mmHg; the latest respiratory rate is 31 breaths/min.","episode_id":"iv_000032","anchor_time":112.5175} {"id":"MED_iv_000033_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Urine output most recently reached 0 mL after low intervals down to 0 mL; respiratory rate varied between 6 breaths/min and 17 breaths/min, with the latest value 12 breaths/min; the current values include systolic BP 132 mmHg and respiratory rate 12 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 6 breaths/min and 17 breaths/min, with the latest value 12 breaths/min; the latest MAP is 85 mmHg; the latest heart rate is 108 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Urine output most recently reached 0 mL after low intervals down to 0 mL; respiratory rate varied between 6 breaths/min and 17 breaths/min, with the latest value 12 breaths/min; the most recent entries show systolic BP 132 mmHg and respiratory rate 12 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate varied between 6 breaths/min and 17 breaths/min, with the latest value 12 breaths/min; the latest MAP is 85 mmHg; the latest heart rate is 108 bpm.","answer":"D","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate varied between 6 breaths/min and 17 breaths/min, with the latest value 12 breaths/min; the latest MAP is 85 mmHg; the latest heart rate is 108 bpm.","episode_id":"iv_000033","anchor_time":43.124444} {"id":"MED_iv_000033_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Urine output most recently reached 0 mL after low intervals down to 0 mL; respiratory rate varied between 6 breaths/min and 17 breaths/min, with the latest value 12 breaths/min; the latest bedside set shows heart rate 108 bpm and MAP 85 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 0 mL after low intervals down to 0 mL; respiratory rate varied between 6 breaths/min and 17 breaths/min, with the latest value 12 breaths/min; the current values include systolic BP 132 mmHg and respiratory rate 12 breaths/min.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Urine output most recently reached 0 mL after low intervals down to 0 mL; respiratory rate varied between 6 breaths/min and 17 breaths/min, with the latest value 12 breaths/min; the most recent entries show heart rate 108 bpm and MAP 85 mmHg.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Urine output most recently reached 0 mL after low intervals down to 0 mL; respiratory rate varied between 6 breaths/min and 17 breaths/min, with the latest value 12 breaths/min; the last snapshot shows systolic BP 132 mmHg with respiratory rate 12 breaths/min.","answer":"B","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 0 mL after low intervals down to 0 mL; respiratory rate varied between 6 breaths/min and 17 breaths/min, with the latest value 12 breaths/min; the current values include systolic BP 132 mmHg and respiratory rate 12 breaths/min.","episode_id":"iv_000033","anchor_time":43.124444} {"id":"MED_iv_000034_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 85% and 100%, with the latest value 97%; heart rate varied between 50 bpm and 122 bpm, with the latest value 67 bpm; the latest bedside set shows MAP 77 mmHg and systolic BP 130 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 85% and 100%, with the latest value 97%; heart rate varied between 50 bpm and 122 bpm, with the latest value 67 bpm; the current values include MAP 77 mmHg and systolic BP 130 mmHg.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate varied between 50 bpm and 122 bpm, with the latest value 67 bpm; respiratory rate varied between 16 breaths/min and 30 breaths/min, with the latest value 26 breaths/min; the last snapshot shows MAP 77 mmHg with heart rate 67 bpm.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Heart rate varied between 50 bpm and 122 bpm, with the latest value 67 bpm; respiratory rate varied between 16 breaths/min and 30 breaths/min, with the latest value 26 breaths/min; the most recent entries show MAP 77 mmHg and heart rate 67 bpm.","answer":"B","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 85% and 100%, with the latest value 97%; heart rate varied between 50 bpm and 122 bpm, with the latest value 67 bpm; the current values include MAP 77 mmHg and systolic BP 130 mmHg.","episode_id":"iv_000034","anchor_time":212.128611} {"id":"MED_iv_000034_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 85% and 100%, with the latest value 97%; heart rate varied between 50 bpm and 122 bpm, with the latest value 67 bpm; the latest bedside set shows MAP 77 mmHg and systolic BP 130 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 85% and 100%, with the latest value 97%; heart rate varied between 50 bpm and 122 bpm, with the latest value 67 bpm; the current values include MAP 77 mmHg and systolic BP 130 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate varied between 16 breaths/min and 30 breaths/min, with the latest value 26 breaths/min; the recent WBC reading was 18.3 K/uL; the last snapshot shows heart rate 67 bpm with MAP 77 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 16 breaths/min and 30 breaths/min, with the latest value 26 breaths/min; the recent WBC reading was 18.3 K/uL; the most recent entries show heart rate 67 bpm and MAP 77 mmHg.","answer":"C","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate varied between 16 breaths/min and 30 breaths/min, with the latest value 26 breaths/min; the recent WBC reading was 18.3 K/uL; the last snapshot shows heart rate 67 bpm with MAP 77 mmHg.","episode_id":"iv_000034","anchor_time":212.128611} {"id":"MED_iv_000035_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate ended at 25 breaths/min after a recent low of 18 breaths/min; the recent WBC reading was 17.4 K/uL; the latest bedside set shows MAP 72 mmHg and systolic BP 138 mmHg.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 17.4 K/uL; the latest MAP is 72 mmHg; the latest heart rate is 75 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. The recent WBC reading was 17.4 K/uL; the latest MAP is 72 mmHg; the latest heart rate is 75 bpm.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate ended at 25 breaths/min after a recent low of 18 breaths/min; the recent WBC reading was 17.4 K/uL; the current values include MAP 72 mmHg and systolic BP 138 mmHg.","answer":"D","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate ended at 25 breaths/min after a recent low of 18 breaths/min; the recent WBC reading was 17.4 K/uL; the current values include MAP 72 mmHg and systolic BP 138 mmHg.","episode_id":"iv_000035","anchor_time":74.3125} {"id":"MED_iv_000035_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate ended at 25 breaths/min after a recent low of 18 breaths/min; the recent WBC reading was 17.4 K/uL; the current values include systolic BP 138 mmHg and respiratory rate 25 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 17.4 K/uL; the latest MAP is 72 mmHg; the latest heart rate is 75 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate ended at 25 breaths/min after a recent low of 18 breaths/min; the recent WBC reading was 17.4 K/uL; the latest bedside set shows systolic BP 138 mmHg and respiratory rate 25 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. The recent WBC reading was 17.4 K/uL; the latest MAP is 72 mmHg; the latest heart rate is 75 bpm.","answer":"B","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 17.4 K/uL; the latest MAP is 72 mmHg; the latest heart rate is 75 bpm.","episode_id":"iv_000035","anchor_time":74.3125} {"id":"MED_iv_000035_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate ended at 25 breaths/min after a recent low of 18 breaths/min; the recent WBC reading was 17.4 K/uL; the most recent entries show systolic BP 138 mmHg and respiratory rate 25 breaths/min.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate ended at 25 breaths/min after a recent low of 18 breaths/min; the recent WBC reading was 17.4 K/uL; the current values include heart rate 75 bpm and MAP 72 mmHg.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate ended at 25 breaths/min after a recent low of 18 breaths/min; the recent WBC reading was 17.4 K/uL; the latest bedside set shows heart rate 75 bpm and MAP 72 mmHg.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate ended at 25 breaths/min after a recent low of 18 breaths/min; the recent WBC reading was 17.4 K/uL; the last snapshot shows systolic BP 138 mmHg with respiratory rate 25 breaths/min.","answer":"A","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate ended at 25 breaths/min after a recent low of 18 breaths/min; the recent WBC reading was 17.4 K/uL; the most recent entries show systolic BP 138 mmHg and respiratory rate 25 breaths/min.","episode_id":"iv_000035","anchor_time":74.3125} {"id":"MED_iv_000035_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate ended at 25 breaths/min after a recent low of 18 breaths/min; the recent WBC reading was 17.4 K/uL; the most recent entries show heart rate 75 bpm and MAP 72 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate ended at 25 breaths/min after a recent low of 18 breaths/min; the recent WBC reading was 17.4 K/uL; the current values include MAP 72 mmHg and systolic BP 138 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate ended at 25 breaths/min after a recent low of 18 breaths/min; the recent WBC reading was 17.4 K/uL; the latest bedside set shows MAP 72 mmHg and systolic BP 138 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate ended at 25 breaths/min after a recent low of 18 breaths/min; the recent WBC reading was 17.4 K/uL; the last snapshot shows heart rate 75 bpm with MAP 72 mmHg.","answer":"D","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate ended at 25 breaths/min after a recent low of 18 breaths/min; the recent WBC reading was 17.4 K/uL; the last snapshot shows heart rate 75 bpm with MAP 72 mmHg.","episode_id":"iv_000035","anchor_time":74.3125} {"id":"MED_iv_000036_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Diastolic BP recovered to 60 mmHg after a recent low of 43 mmHg below 50 mmHg; the recent WBC reading was 15.5 K/uL; the last snapshot shows MAP 78 mmHg with heart rate 83 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 78 mmHg after a recent low of 53 mmHg below 65 mmHg; diastolic BP recovered to 60 mmHg after a recent low of 43 mmHg below 50 mmHg; the latest bedside set shows MAP 78 mmHg and systolic BP 133 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Diastolic BP recovered to 60 mmHg after a recent low of 43 mmHg below 50 mmHg; the recent WBC reading was 15.5 K/uL; the current values include MAP 78 mmHg and heart rate 83 bpm.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. MAP recovered to 78 mmHg after a recent low of 53 mmHg below 65 mmHg; diastolic BP recovered to 60 mmHg after a recent low of 43 mmHg below 50 mmHg; the most recent entries show MAP 78 mmHg and systolic BP 133 mmHg.","answer":"B","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 78 mmHg after a recent low of 53 mmHg below 65 mmHg; diastolic BP recovered to 60 mmHg after a recent low of 43 mmHg below 50 mmHg; the latest bedside set shows MAP 78 mmHg and systolic BP 133 mmHg.","episode_id":"iv_000036","anchor_time":104.620556} {"id":"MED_iv_000036_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 78 mmHg after a recent low of 53 mmHg below 65 mmHg; the recent WBC reading was 15.5 K/uL; the last snapshot shows systolic BP 133 mmHg with respiratory rate 17 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Diastolic BP recovered to 60 mmHg after a recent low of 43 mmHg below 50 mmHg; the recent WBC reading was 15.5 K/uL; the latest bedside set shows MAP 78 mmHg and heart rate 83 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. MAP recovered to 78 mmHg after a recent low of 53 mmHg below 65 mmHg; the recent WBC reading was 15.5 K/uL; the most recent entries show systolic BP 133 mmHg and respiratory rate 17 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Diastolic BP recovered to 60 mmHg after a recent low of 43 mmHg below 50 mmHg; the recent WBC reading was 15.5 K/uL; the current values include MAP 78 mmHg and heart rate 83 bpm.","answer":"D","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Diastolic BP recovered to 60 mmHg after a recent low of 43 mmHg below 50 mmHg; the recent WBC reading was 15.5 K/uL; the current values include MAP 78 mmHg and heart rate 83 bpm.","episode_id":"iv_000036","anchor_time":104.620556} {"id":"MED_iv_000036_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Diastolic BP recovered to 60 mmHg after a recent low of 43 mmHg below 50 mmHg; the recent WBC reading was 15.5 K/uL; the most recent entries show heart rate 83 bpm and MAP 78 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Diastolic BP recovered to 60 mmHg after a recent low of 43 mmHg below 50 mmHg; the recent WBC reading was 15.5 K/uL; the last snapshot shows heart rate 83 bpm with MAP 78 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. MAP recovered to 78 mmHg after a recent low of 53 mmHg below 65 mmHg; diastolic BP recovered to 60 mmHg after a recent low of 43 mmHg below 50 mmHg; the current values include MAP 78 mmHg and systolic BP 133 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. MAP recovered to 78 mmHg after a recent low of 53 mmHg below 65 mmHg; diastolic BP recovered to 60 mmHg after a recent low of 43 mmHg below 50 mmHg; the latest bedside set shows MAP 78 mmHg and systolic BP 133 mmHg.","answer":"B","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Diastolic BP recovered to 60 mmHg after a recent low of 43 mmHg below 50 mmHg; the recent WBC reading was 15.5 K/uL; the last snapshot shows heart rate 83 bpm with MAP 78 mmHg.","episode_id":"iv_000036","anchor_time":104.620556} {"id":"MED_iv_000037_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 10 breaths/min and 19 breaths/min, with the latest value 14 breaths/min; the latest systolic BP is 124 mmHg; the latest respiratory rate is 14 breaths/min.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate varied between 10 breaths/min and 19 breaths/min, with the latest value 14 breaths/min; the latest heart rate is 85 bpm; the latest MAP is 76 mmHg.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate varied between 10 breaths/min and 19 breaths/min, with the latest value 14 breaths/min; the latest systolic BP is 124 mmHg; the latest respiratory rate is 14 breaths/min.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate varied between 10 breaths/min and 19 breaths/min, with the latest value 14 breaths/min; the latest heart rate is 85 bpm; the latest MAP is 76 mmHg.","answer":"A","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 10 breaths/min and 19 breaths/min, with the latest value 14 breaths/min; the latest systolic BP is 124 mmHg; the latest respiratory rate is 14 breaths/min.","episode_id":"iv_000037","anchor_time":29.839444} {"id":"MED_iv_000037_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate varied between 10 breaths/min and 19 breaths/min, with the latest value 14 breaths/min; the latest MAP is 76 mmHg; the latest systolic BP is 124 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate varied between 10 breaths/min and 19 breaths/min, with the latest value 14 breaths/min; the latest heart rate is 85 bpm; the latest MAP is 76 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate varied between 10 breaths/min and 19 breaths/min, with the latest value 14 breaths/min; the latest MAP is 76 mmHg; the latest systolic BP is 124 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 10 breaths/min and 19 breaths/min, with the latest value 14 breaths/min; the latest heart rate is 85 bpm; the latest MAP is 76 mmHg.","answer":"D","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 10 breaths/min and 19 breaths/min, with the latest value 14 breaths/min; the latest heart rate is 85 bpm; the latest MAP is 76 mmHg.","episode_id":"iv_000037","anchor_time":29.839444} {"id":"MED_iv_000039_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate varied between 14 breaths/min and 39 breaths/min, with the latest value 20 breaths/min; creatinine came back to 2.4 mg/dL after reaching 2.6 mg/dL; the current values include MAP 61 mmHg and systolic BP 92 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Creatinine came back to 2.4 mg/dL after reaching 2.6 mg/dL; MAP recovered to 61 mmHg after a recent low of 61 mmHg below 65 mmHg; the last snapshot shows MAP 61 mmHg with heart rate 93 bpm.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 14 breaths/min and 39 breaths/min, with the latest value 20 breaths/min; creatinine came back to 2.4 mg/dL after reaching 2.6 mg/dL; the latest bedside set shows MAP 61 mmHg and systolic BP 92 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Creatinine came back to 2.4 mg/dL after reaching 2.6 mg/dL; MAP recovered to 61 mmHg after a recent low of 61 mmHg below 65 mmHg; the most recent entries show MAP 61 mmHg and heart rate 93 bpm.","answer":"A","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate varied between 14 breaths/min and 39 breaths/min, with the latest value 20 breaths/min; creatinine came back to 2.4 mg/dL after reaching 2.6 mg/dL; the current values include MAP 61 mmHg and systolic BP 92 mmHg.","episode_id":"iv_000039","anchor_time":53.914722} {"id":"MED_iv_000039_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Systolic BP recovered to 92 mmHg after a recent low of 92 mmHg below 90 mmHg; WBC ended at 14 K/uL after a recent low of 12.6 K/uL; the last snapshot shows heart rate 93 bpm with MAP 61 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Systolic BP recovered to 92 mmHg after a recent low of 92 mmHg below 90 mmHg; WBC ended at 14 K/uL after a recent low of 12.6 K/uL; the most recent entries show heart rate 93 bpm and MAP 61 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate varied between 14 breaths/min and 39 breaths/min, with the latest value 20 breaths/min; creatinine came back to 2.4 mg/dL after reaching 2.6 mg/dL; the current values include MAP 61 mmHg and systolic BP 92 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate varied between 14 breaths/min and 39 breaths/min, with the latest value 20 breaths/min; creatinine came back to 2.4 mg/dL after reaching 2.6 mg/dL; the latest bedside set shows MAP 61 mmHg and systolic BP 92 mmHg.","answer":"A","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Systolic BP recovered to 92 mmHg after a recent low of 92 mmHg below 90 mmHg; WBC ended at 14 K/uL after a recent low of 12.6 K/uL; the last snapshot shows heart rate 93 bpm with MAP 61 mmHg.","episode_id":"iv_000039","anchor_time":53.914722} {"id":"MED_iv_000040_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 18.7 K/uL; the latest MAP is 91 mmHg; the latest heart rate is 92 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. The recent WBC reading was 18.7 K/uL; the latest MAP is 91 mmHg; the latest heart rate is 92 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 18.7 K/uL; the latest systolic BP is 121 mmHg; the latest respiratory rate is 18 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 18.7 K/uL; the latest systolic BP is 121 mmHg; the latest respiratory rate is 18 breaths/min.","answer":"A","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 18.7 K/uL; the latest MAP is 91 mmHg; the latest heart rate is 92 bpm.","episode_id":"iv_000040","anchor_time":43.874444} {"id":"MED_iv_000040_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 18.7 K/uL; the latest MAP is 91 mmHg; the latest systolic BP is 121 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. The recent WBC reading was 18.7 K/uL; the latest heart rate is 92 bpm; the latest MAP is 91 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 18.7 K/uL; the latest MAP is 91 mmHg; the latest systolic BP is 121 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 18.7 K/uL; the latest heart rate is 92 bpm; the latest MAP is 91 mmHg.","answer":"D","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 18.7 K/uL; the latest heart rate is 92 bpm; the latest MAP is 91 mmHg.","episode_id":"iv_000040","anchor_time":43.874444} {"id":"MED_iv_000041_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Creatinine ended at 7.2 mg/dL after dropping as low as 6.7 mg/dL; urine output most recently reached 20 mL after low intervals down to 20 mL; the current values include systolic BP 136 mmHg and respiratory rate 19 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Urine output most recently reached 20 mL after low intervals down to 20 mL; the latest MAP is 75 mmHg; the latest heart rate is 66 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 20 mL after low intervals down to 20 mL; the latest MAP is 75 mmHg; the latest heart rate is 66 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Creatinine ended at 7.2 mg/dL after dropping as low as 6.7 mg/dL; urine output most recently reached 20 mL after low intervals down to 20 mL; the latest bedside set shows systolic BP 136 mmHg and respiratory rate 19 breaths/min.","answer":"C","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 20 mL after low intervals down to 20 mL; the latest MAP is 75 mmHg; the latest heart rate is 66 bpm.","episode_id":"iv_000041","anchor_time":46.79} {"id":"MED_iv_000041_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Creatinine ended at 7.2 mg/dL after dropping as low as 6.7 mg/dL; urine output most recently reached 20 mL after low intervals down to 20 mL; the most recent entries show heart rate 66 bpm and MAP 75 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Creatinine ended at 7.2 mg/dL after dropping as low as 6.7 mg/dL; urine output most recently reached 20 mL after low intervals down to 20 mL; the last snapshot shows heart rate 66 bpm with MAP 75 mmHg.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Creatinine ended at 7.2 mg/dL after dropping as low as 6.7 mg/dL; urine output most recently reached 20 mL after low intervals down to 20 mL; the latest bedside set shows systolic BP 136 mmHg and respiratory rate 19 breaths/min.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Creatinine ended at 7.2 mg/dL after dropping as low as 6.7 mg/dL; urine output most recently reached 20 mL after low intervals down to 20 mL; the current values include systolic BP 136 mmHg and respiratory rate 19 breaths/min.","answer":"C","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Creatinine ended at 7.2 mg/dL after dropping as low as 6.7 mg/dL; urine output most recently reached 20 mL after low intervals down to 20 mL; the latest bedside set shows systolic BP 136 mmHg and respiratory rate 19 breaths/min.","episode_id":"iv_000041","anchor_time":46.79} {"id":"MED_iv_000041_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Creatinine ended at 7.2 mg/dL after dropping as low as 6.7 mg/dL; urine output most recently reached 20 mL after low intervals down to 20 mL; the current values include MAP 75 mmHg and systolic BP 136 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Creatinine ended at 7.2 mg/dL after dropping as low as 6.7 mg/dL; urine output most recently reached 20 mL after low intervals down to 20 mL; the last snapshot shows heart rate 66 bpm with MAP 75 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Creatinine ended at 7.2 mg/dL after dropping as low as 6.7 mg/dL; urine output most recently reached 20 mL after low intervals down to 20 mL; the most recent entries show heart rate 66 bpm and MAP 75 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Creatinine ended at 7.2 mg/dL after dropping as low as 6.7 mg/dL; urine output most recently reached 20 mL after low intervals down to 20 mL; the latest bedside set shows MAP 75 mmHg and systolic BP 136 mmHg.","answer":"B","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Creatinine ended at 7.2 mg/dL after dropping as low as 6.7 mg/dL; urine output most recently reached 20 mL after low intervals down to 20 mL; the last snapshot shows heart rate 66 bpm with MAP 75 mmHg.","episode_id":"iv_000041","anchor_time":46.79} {"id":"MED_iv_000042_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Heart rate varied between 45 bpm and 73 bpm, with the latest value 55 bpm; WBC ended at 20.7 K/uL after a recent low of 19.7 K/uL; the current values include MAP 80 mmHg and heart rate 55 bpm.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Heart rate varied between 45 bpm and 73 bpm, with the latest value 55 bpm; WBC ended at 20.7 K/uL after a recent low of 19.7 K/uL; the latest bedside set shows MAP 80 mmHg and heart rate 55 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 ended at 98% after dropping as low as 88%; WBC ended at 20.7 K/uL after a recent low of 19.7 K/uL; the last snapshot shows systolic BP 125 mmHg with respiratory rate 18 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 ended at 98% after dropping as low as 88%; WBC ended at 20.7 K/uL after a recent low of 19.7 K/uL; the most recent entries show systolic BP 125 mmHg and respiratory rate 18 breaths/min.","answer":"A","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Heart rate varied between 45 bpm and 73 bpm, with the latest value 55 bpm; WBC ended at 20.7 K/uL after a recent low of 19.7 K/uL; the current values include MAP 80 mmHg and heart rate 55 bpm.","episode_id":"iv_000042","anchor_time":30.233333} {"id":"MED_iv_000044_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Urine output most recently reached 125 mL after low intervals down to 15 mL; diastolic BP recovered to 57 mmHg after a recent low of 47 mmHg below 50 mmHg; the current values include systolic BP 116 mmHg and respiratory rate 17 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Lactate ended at 2.8 mmol/L after dropping as low as 1.7 mmol/L; diastolic BP recovered to 57 mmHg after a recent low of 47 mmHg below 50 mmHg; the most recent entries show MAP 72 mmHg and heart rate 63 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Urine output most recently reached 125 mL after low intervals down to 15 mL; diastolic BP recovered to 57 mmHg after a recent low of 47 mmHg below 50 mmHg; the latest bedside set shows systolic BP 116 mmHg and respiratory rate 17 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Lactate ended at 2.8 mmol/L after dropping as low as 1.7 mmol/L; diastolic BP recovered to 57 mmHg after a recent low of 47 mmHg below 50 mmHg; the last snapshot shows MAP 72 mmHg with heart rate 63 bpm.","answer":"B","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Lactate ended at 2.8 mmol/L after dropping as low as 1.7 mmol/L; diastolic BP recovered to 57 mmHg after a recent low of 47 mmHg below 50 mmHg; the most recent entries show MAP 72 mmHg and heart rate 63 bpm.","episode_id":"iv_000044","anchor_time":23.369444} {"id":"MED_iv_000044_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Lactate ended at 2.8 mmol/L after dropping as low as 1.7 mmol/L; diastolic BP recovered to 57 mmHg after a recent low of 47 mmHg below 50 mmHg; the most recent entries show heart rate 63 bpm and MAP 72 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Urine output most recently reached 125 mL after low intervals down to 15 mL; lactate ended at 2.8 mmol/L after dropping as low as 1.7 mmol/L; the current values include MAP 72 mmHg and systolic BP 116 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Urine output most recently reached 125 mL after low intervals down to 15 mL; lactate ended at 2.8 mmol/L after dropping as low as 1.7 mmol/L; the latest bedside set shows MAP 72 mmHg and systolic BP 116 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Lactate ended at 2.8 mmol/L after dropping as low as 1.7 mmol/L; diastolic BP recovered to 57 mmHg after a recent low of 47 mmHg below 50 mmHg; the last snapshot shows heart rate 63 bpm with MAP 72 mmHg.","answer":"D","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Lactate ended at 2.8 mmol/L after dropping as low as 1.7 mmol/L; diastolic BP recovered to 57 mmHg after a recent low of 47 mmHg below 50 mmHg; the last snapshot shows heart rate 63 bpm with MAP 72 mmHg.","episode_id":"iv_000044","anchor_time":23.369444} {"id":"MED_iv_000045_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 13.3 K/uL; the latest MAP is 109 mmHg; the latest heart rate is 87 bpm.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Creatinine came back to 2.1 mg/dL after reaching 3.7 mg/dL; the recent WBC reading was 13.3 K/uL; the current values include systolic BP 164 mmHg and respiratory rate 13 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Creatinine came back to 2.1 mg/dL after reaching 3.7 mg/dL; the recent WBC reading was 13.3 K/uL; the most recent entries show systolic BP 164 mmHg and respiratory rate 13 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. The recent WBC reading was 13.3 K/uL; the latest MAP is 109 mmHg; the latest heart rate is 87 bpm.","answer":"A","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 13.3 K/uL; the latest MAP is 109 mmHg; the latest heart rate is 87 bpm.","episode_id":"iv_000045","anchor_time":276.783333} {"id":"MED_iv_000045_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Creatinine came back to 2.1 mg/dL after reaching 3.7 mg/dL; the recent WBC reading was 13.3 K/uL; the last snapshot shows heart rate 87 bpm with MAP 109 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Creatinine came back to 2.1 mg/dL after reaching 3.7 mg/dL; the recent WBC reading was 13.3 K/uL; the latest bedside set shows MAP 109 mmHg and systolic BP 164 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Creatinine came back to 2.1 mg/dL after reaching 3.7 mg/dL; the recent WBC reading was 13.3 K/uL; the current values include MAP 109 mmHg and systolic BP 164 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Creatinine came back to 2.1 mg/dL after reaching 3.7 mg/dL; the recent WBC reading was 13.3 K/uL; the most recent entries show heart rate 87 bpm and MAP 109 mmHg.","answer":"A","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Creatinine came back to 2.1 mg/dL after reaching 3.7 mg/dL; the recent WBC reading was 13.3 K/uL; the last snapshot shows heart rate 87 bpm with MAP 109 mmHg.","episode_id":"iv_000045","anchor_time":276.783333} {"id":"MED_iv_000046_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Urine output most recently reached 250 mL after low intervals down to 30 mL; heart rate varied between 50 bpm and 76 bpm, with the latest value 65 bpm; the last snapshot shows MAP 65 mmHg with heart rate 65 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 65 mmHg after a recent low of 62 mmHg below 65 mmHg; urine output most recently reached 250 mL after low intervals down to 30 mL; the current values include MAP 65 mmHg and systolic BP 102 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 65 mmHg after a recent low of 62 mmHg below 65 mmHg; urine output most recently reached 250 mL after low intervals down to 30 mL; the latest bedside set shows MAP 65 mmHg and systolic BP 102 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Urine output most recently reached 250 mL after low intervals down to 30 mL; heart rate varied between 50 bpm and 76 bpm, with the latest value 65 bpm; the most recent entries show MAP 65 mmHg and heart rate 65 bpm.","answer":"B","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 65 mmHg after a recent low of 62 mmHg below 65 mmHg; urine output most recently reached 250 mL after low intervals down to 30 mL; the current values include MAP 65 mmHg and systolic BP 102 mmHg.","episode_id":"iv_000046","anchor_time":95.117222} {"id":"MED_iv_000046_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. MAP recovered to 65 mmHg after a recent low of 62 mmHg below 65 mmHg; urine output most recently reached 250 mL after low intervals down to 30 mL; the current values include MAP 65 mmHg and systolic BP 102 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 90% and 99%, with the latest value 98%; WBC returned to 13.5 K/uL after reaching 14.6 K/uL; the most recent entries show heart rate 65 bpm and MAP 65 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 65 mmHg after a recent low of 62 mmHg below 65 mmHg; urine output most recently reached 250 mL after low intervals down to 30 mL; the latest bedside set shows MAP 65 mmHg and systolic BP 102 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 90% and 99%, with the latest value 98%; WBC returned to 13.5 K/uL after reaching 14.6 K/uL; the last snapshot shows heart rate 65 bpm with MAP 65 mmHg.","answer":"D","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 90% and 99%, with the latest value 98%; WBC returned to 13.5 K/uL after reaching 14.6 K/uL; the last snapshot shows heart rate 65 bpm with MAP 65 mmHg.","episode_id":"iv_000046","anchor_time":95.117222} {"id":"MED_iv_000047_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. MAP recovered to 41 mmHg after a recent low of 38 mmHg below 65 mmHg; urine output most recently reached 20 mL after low intervals down to 10 mL; the latest bedside set shows systolic BP 51 mmHg and respiratory rate 19 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Systolic BP recovered to 51 mmHg after a recent low of 51 mmHg below 90 mmHg; urine output most recently reached 20 mL after low intervals down to 10 mL; the last snapshot shows MAP 41 mmHg with heart rate 57 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Systolic BP recovered to 51 mmHg after a recent low of 51 mmHg below 90 mmHg; urine output most recently reached 20 mL after low intervals down to 10 mL; the most recent entries show MAP 41 mmHg and heart rate 57 bpm.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. MAP recovered to 41 mmHg after a recent low of 38 mmHg below 65 mmHg; urine output most recently reached 20 mL after low intervals down to 10 mL; the current values include systolic BP 51 mmHg and respiratory rate 19 breaths/min.","answer":"C","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Systolic BP recovered to 51 mmHg after a recent low of 51 mmHg below 90 mmHg; urine output most recently reached 20 mL after low intervals down to 10 mL; the most recent entries show MAP 41 mmHg and heart rate 57 bpm.","episode_id":"iv_000047","anchor_time":117.933333} {"id":"MED_iv_000047_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 41 mmHg after a recent low of 38 mmHg below 65 mmHg; systolic BP recovered to 51 mmHg after a recent low of 51 mmHg below 90 mmHg; the latest bedside set shows MAP 41 mmHg and systolic BP 51 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. WBC returned to 0.4 K/uL after reaching 81 K/uL; heart rate varied between 50 bpm and 89 bpm, with the latest value 57 bpm; the last snapshot shows heart rate 57 bpm with MAP 41 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. WBC returned to 0.4 K/uL after reaching 81 K/uL; heart rate varied between 50 bpm and 89 bpm, with the latest value 57 bpm; the most recent entries show heart rate 57 bpm and MAP 41 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 41 mmHg after a recent low of 38 mmHg below 65 mmHg; systolic BP recovered to 51 mmHg after a recent low of 51 mmHg below 90 mmHg; the current values include MAP 41 mmHg and systolic BP 51 mmHg.","answer":"B","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. WBC returned to 0.4 K/uL after reaching 81 K/uL; heart rate varied between 50 bpm and 89 bpm, with the latest value 57 bpm; the last snapshot shows heart rate 57 bpm with MAP 41 mmHg.","episode_id":"iv_000047","anchor_time":117.933333} {"id":"MED_iv_000048_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 88% and 100%, with the latest value 97%; heart rate varied between 50 bpm and 61 bpm, with the latest value 60 bpm; the current values include MAP 92 mmHg and heart rate 60 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Creatinine was 3.5 mg/dL on the available recent reading; SpO2 varied between 88% and 100%, with the latest value 97%; the latest bedside set shows MAP 92 mmHg and systolic BP 148 mmHg.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Creatinine was 3.5 mg/dL on the available recent reading; SpO2 varied between 88% and 100%, with the latest value 97%; the most recent entries show MAP 92 mmHg and systolic BP 148 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 88% and 100%, with the latest value 97%; heart rate varied between 50 bpm and 61 bpm, with the latest value 60 bpm; the last snapshot shows MAP 92 mmHg with heart rate 60 bpm.","answer":"C","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Creatinine was 3.5 mg/dL on the available recent reading; SpO2 varied between 88% and 100%, with the latest value 97%; the most recent entries show MAP 92 mmHg and systolic BP 148 mmHg.","episode_id":"iv_000048","anchor_time":124.942778} {"id":"MED_iv_000048_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Creatinine was 3.5 mg/dL on the available recent reading; heart rate varied between 50 bpm and 61 bpm, with the latest value 60 bpm; the most recent entries show systolic BP 148 mmHg and respiratory rate 18 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 88% and 100%, with the latest value 97%; heart rate varied between 50 bpm and 61 bpm, with the latest value 60 bpm; the latest bedside set shows MAP 92 mmHg and heart rate 60 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Creatinine was 3.5 mg/dL on the available recent reading; heart rate varied between 50 bpm and 61 bpm, with the latest value 60 bpm; the current values include systolic BP 148 mmHg and respiratory rate 18 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 88% and 100%, with the latest value 97%; heart rate varied between 50 bpm and 61 bpm, with the latest value 60 bpm; the last snapshot shows MAP 92 mmHg with heart rate 60 bpm.","answer":"B","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 88% and 100%, with the latest value 97%; heart rate varied between 50 bpm and 61 bpm, with the latest value 60 bpm; the latest bedside set shows MAP 92 mmHg and heart rate 60 bpm.","episode_id":"iv_000048","anchor_time":124.942778} {"id":"MED_iv_000048_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Creatinine was 3.5 mg/dL on the available recent reading; heart rate varied between 50 bpm and 61 bpm, with the latest value 60 bpm; the most recent entries show systolic BP 148 mmHg and respiratory rate 18 breaths/min.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 88% and 100%, with the latest value 97%; heart rate varied between 50 bpm and 61 bpm, with the latest value 60 bpm; the current values include heart rate 60 bpm and MAP 92 mmHg.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Creatinine was 3.5 mg/dL on the available recent reading; heart rate varied between 50 bpm and 61 bpm, with the latest value 60 bpm; the last snapshot shows systolic BP 148 mmHg with respiratory rate 18 breaths/min.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 88% and 100%, with the latest value 97%; heart rate varied between 50 bpm and 61 bpm, with the latest value 60 bpm; the latest bedside set shows heart rate 60 bpm and MAP 92 mmHg.","answer":"A","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Creatinine was 3.5 mg/dL on the available recent reading; heart rate varied between 50 bpm and 61 bpm, with the latest value 60 bpm; the most recent entries show systolic BP 148 mmHg and respiratory rate 18 breaths/min.","episode_id":"iv_000048","anchor_time":124.942778} {"id":"MED_iv_000050_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate ended at 22 breaths/min after a recent low of 8 breaths/min; MAP recovered to 72 mmHg after a recent low of 63 mmHg below 65 mmHg; the latest bedside set shows MAP 72 mmHg and systolic BP 110 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate ended at 22 breaths/min after a recent low of 8 breaths/min; MAP recovered to 72 mmHg after a recent low of 63 mmHg below 65 mmHg; the current values include MAP 72 mmHg and systolic BP 110 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 72 mmHg after a recent low of 63 mmHg below 65 mmHg; the recent WBC reading was 15.6 K/uL; the last snapshot shows heart rate 71 bpm with MAP 72 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 72 mmHg after a recent low of 63 mmHg below 65 mmHg; the recent WBC reading was 15.6 K/uL; the most recent entries show heart rate 71 bpm and MAP 72 mmHg.","answer":"C","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 72 mmHg after a recent low of 63 mmHg below 65 mmHg; the recent WBC reading was 15.6 K/uL; the last snapshot shows heart rate 71 bpm with MAP 72 mmHg.","episode_id":"iv_000050","anchor_time":31.102778} {"id":"MED_iv_000051_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 30.4 K/uL; respiratory rate ended at 29 breaths/min after a recent low of 16 breaths/min; the last snapshot shows MAP 90 mmHg with systolic BP 129 mmHg.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate ended at 29 breaths/min after a recent low of 16 breaths/min; the latest MAP is 90 mmHg; the latest heart rate is 104 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate ended at 29 breaths/min after a recent low of 16 breaths/min; the latest MAP is 90 mmHg; the latest heart rate is 104 bpm.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 30.4 K/uL; respiratory rate ended at 29 breaths/min after a recent low of 16 breaths/min; the most recent entries show MAP 90 mmHg and systolic BP 129 mmHg.","answer":"A","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 30.4 K/uL; respiratory rate ended at 29 breaths/min after a recent low of 16 breaths/min; the last snapshot shows MAP 90 mmHg with systolic BP 129 mmHg.","episode_id":"iv_000051","anchor_time":182.083333} {"id":"MED_iv_000051_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate ended at 29 breaths/min after a recent low of 16 breaths/min; the latest MAP is 90 mmHg; the latest heart rate is 104 bpm.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 30.4 K/uL; respiratory rate ended at 29 breaths/min after a recent low of 16 breaths/min; the current values include systolic BP 129 mmHg and respiratory rate 29 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate ended at 29 breaths/min after a recent low of 16 breaths/min; the latest MAP is 90 mmHg; the latest heart rate is 104 bpm.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. The recent WBC reading was 30.4 K/uL; respiratory rate ended at 29 breaths/min after a recent low of 16 breaths/min; the latest bedside set shows systolic BP 129 mmHg and respiratory rate 29 breaths/min.","answer":"A","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate ended at 29 breaths/min after a recent low of 16 breaths/min; the latest MAP is 90 mmHg; the latest heart rate is 104 bpm.","episode_id":"iv_000051","anchor_time":182.083333} {"id":"MED_iv_000051_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. The recent WBC reading was 30.4 K/uL; respiratory rate ended at 29 breaths/min after a recent low of 16 breaths/min; the last snapshot shows systolic BP 129 mmHg with respiratory rate 29 breaths/min.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 30.4 K/uL; respiratory rate ended at 29 breaths/min after a recent low of 16 breaths/min; the latest bedside set shows heart rate 104 bpm and MAP 90 mmHg.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 30.4 K/uL; respiratory rate ended at 29 breaths/min after a recent low of 16 breaths/min; the most recent entries show systolic BP 129 mmHg and respiratory rate 29 breaths/min.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 30.4 K/uL; respiratory rate ended at 29 breaths/min after a recent low of 16 breaths/min; the current values include heart rate 104 bpm and MAP 90 mmHg.","answer":"C","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 30.4 K/uL; respiratory rate ended at 29 breaths/min after a recent low of 16 breaths/min; the most recent entries show systolic BP 129 mmHg and respiratory rate 29 breaths/min.","episode_id":"iv_000051","anchor_time":182.083333} {"id":"MED_iv_000051_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 30.4 K/uL; respiratory rate ended at 29 breaths/min after a recent low of 16 breaths/min; the current values include MAP 90 mmHg and systolic BP 129 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 30.4 K/uL; respiratory rate ended at 29 breaths/min after a recent low of 16 breaths/min; the latest bedside set shows MAP 90 mmHg and systolic BP 129 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. The recent WBC reading was 30.4 K/uL; respiratory rate ended at 29 breaths/min after a recent low of 16 breaths/min; the most recent entries show heart rate 104 bpm and MAP 90 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 30.4 K/uL; respiratory rate ended at 29 breaths/min after a recent low of 16 breaths/min; the last snapshot shows heart rate 104 bpm with MAP 90 mmHg.","answer":"D","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 30.4 K/uL; respiratory rate ended at 29 breaths/min after a recent low of 16 breaths/min; the last snapshot shows heart rate 104 bpm with MAP 90 mmHg.","episode_id":"iv_000051","anchor_time":182.083333} {"id":"MED_iv_000054_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 ended at 95% after dropping as low as 85%; systolic BP recovered to 97 mmHg after a recent low of 89 mmHg below 90 mmHg; the most recent entries show MAP 75 mmHg and heart rate 127 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Heart rate ended at 127 bpm after a recent low of 40 bpm; SpO2 ended at 95% after dropping as low as 85%; the current values include MAP 75 mmHg and systolic BP 97 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Heart rate ended at 127 bpm after a recent low of 40 bpm; SpO2 ended at 95% after dropping as low as 85%; the latest bedside set shows MAP 75 mmHg and systolic BP 97 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 ended at 95% after dropping as low as 85%; systolic BP recovered to 97 mmHg after a recent low of 89 mmHg below 90 mmHg; the last snapshot shows MAP 75 mmHg with heart rate 127 bpm.","answer":"B","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Heart rate ended at 127 bpm after a recent low of 40 bpm; SpO2 ended at 95% after dropping as low as 85%; the current values include MAP 75 mmHg and systolic BP 97 mmHg.","episode_id":"iv_000054","anchor_time":46.625556} {"id":"MED_iv_000054_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 ended at 95% after dropping as low as 85%; systolic BP recovered to 97 mmHg after a recent low of 89 mmHg below 90 mmHg; the most recent entries show heart rate 127 bpm and MAP 75 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate ended at 127 bpm after a recent low of 40 bpm; systolic BP recovered to 97 mmHg after a recent low of 89 mmHg below 90 mmHg; the current values include systolic BP 97 mmHg and respiratory rate 23 breaths/min.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 ended at 95% after dropping as low as 85%; systolic BP recovered to 97 mmHg after a recent low of 89 mmHg below 90 mmHg; the latest bedside set shows heart rate 127 bpm and MAP 75 mmHg.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Heart rate ended at 127 bpm after a recent low of 40 bpm; systolic BP recovered to 97 mmHg after a recent low of 89 mmHg below 90 mmHg; the last snapshot shows systolic BP 97 mmHg with respiratory rate 23 breaths/min.","answer":"B","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate ended at 127 bpm after a recent low of 40 bpm; systolic BP recovered to 97 mmHg after a recent low of 89 mmHg below 90 mmHg; the current values include systolic BP 97 mmHg and respiratory rate 23 breaths/min.","episode_id":"iv_000054","anchor_time":46.625556} {"id":"MED_iv_000055_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest MAP is 100 mmHg; the latest heart rate is 83 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. No strong recent threshold breach is recorded in the available variables; the latest MAP is 100 mmHg; the latest heart rate is 83 bpm.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. No strong recent threshold breach is recorded in the available variables; the latest MAP is 100 mmHg; the latest systolic BP is 153 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. No strong recent threshold breach is recorded in the available variables; the latest MAP is 100 mmHg; the latest systolic BP is 153 mmHg.","answer":"C","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. No strong recent threshold breach is recorded in the available variables; the latest MAP is 100 mmHg; the latest systolic BP is 153 mmHg.","episode_id":"iv_000055","anchor_time":66.233333} {"id":"MED_iv_000055_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. No strong recent threshold breach is recorded in the available variables; the latest MAP is 100 mmHg; the latest heart rate is 83 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 153 mmHg; the latest respiratory rate is 20 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 153 mmHg; the latest respiratory rate is 20 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. No strong recent threshold breach is recorded in the available variables; the latest MAP is 100 mmHg; the latest heart rate is 83 bpm.","answer":"A","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. No strong recent threshold breach is recorded in the available variables; the latest MAP is 100 mmHg; the latest heart rate is 83 bpm.","episode_id":"iv_000055","anchor_time":66.233333} {"id":"MED_iv_000055_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 83 bpm; the latest MAP is 100 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 153 mmHg; the latest respiratory rate is 20 breaths/min.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 83 bpm; the latest MAP is 100 mmHg.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 153 mmHg; the latest respiratory rate is 20 breaths/min.","answer":"B","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 153 mmHg; the latest respiratory rate is 20 breaths/min.","episode_id":"iv_000055","anchor_time":66.233333} {"id":"MED_iv_000057_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate ended at 30 breaths/min after a recent low of 19 breaths/min; WBC ended at 14.1 K/uL after a recent low of 13.8 K/uL; the last snapshot shows MAP 87 mmHg with systolic BP 108 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate ended at 30 breaths/min after a recent low of 19 breaths/min; WBC ended at 14.1 K/uL after a recent low of 13.8 K/uL; the most recent entries show MAP 87 mmHg and systolic BP 108 mmHg.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. WBC ended at 14.1 K/uL after a recent low of 13.8 K/uL; the latest MAP is 87 mmHg; the latest heart rate is 87 bpm.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. WBC ended at 14.1 K/uL after a recent low of 13.8 K/uL; the latest MAP is 87 mmHg; the latest heart rate is 87 bpm.","answer":"A","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate ended at 30 breaths/min after a recent low of 19 breaths/min; WBC ended at 14.1 K/uL after a recent low of 13.8 K/uL; the last snapshot shows MAP 87 mmHg with systolic BP 108 mmHg.","episode_id":"iv_000057","anchor_time":79.335} {"id":"MED_iv_000057_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. WBC ended at 14.1 K/uL after a recent low of 13.8 K/uL; the latest MAP is 87 mmHg; the latest heart rate is 87 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. WBC ended at 14.1 K/uL after a recent low of 13.8 K/uL; the latest MAP is 87 mmHg; the latest heart rate is 87 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate ended at 30 breaths/min after a recent low of 19 breaths/min; WBC ended at 14.1 K/uL after a recent low of 13.8 K/uL; the last snapshot shows systolic BP 108 mmHg with respiratory rate 30 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate ended at 30 breaths/min after a recent low of 19 breaths/min; WBC ended at 14.1 K/uL after a recent low of 13.8 K/uL; the most recent entries show systolic BP 108 mmHg and respiratory rate 30 breaths/min.","answer":"A","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. WBC ended at 14.1 K/uL after a recent low of 13.8 K/uL; the latest MAP is 87 mmHg; the latest heart rate is 87 bpm.","episode_id":"iv_000057","anchor_time":79.335} {"id":"MED_iv_000057_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate ended at 30 breaths/min after a recent low of 19 breaths/min; WBC ended at 14.1 K/uL after a recent low of 13.8 K/uL; the current values include heart rate 87 bpm and MAP 87 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate ended at 30 breaths/min after a recent low of 19 breaths/min; WBC ended at 14.1 K/uL after a recent low of 13.8 K/uL; the last snapshot shows systolic BP 108 mmHg with respiratory rate 30 breaths/min.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate ended at 30 breaths/min after a recent low of 19 breaths/min; WBC ended at 14.1 K/uL after a recent low of 13.8 K/uL; the latest bedside set shows heart rate 87 bpm and MAP 87 mmHg.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate ended at 30 breaths/min after a recent low of 19 breaths/min; WBC ended at 14.1 K/uL after a recent low of 13.8 K/uL; the most recent entries show systolic BP 108 mmHg and respiratory rate 30 breaths/min.","answer":"D","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate ended at 30 breaths/min after a recent low of 19 breaths/min; WBC ended at 14.1 K/uL after a recent low of 13.8 K/uL; the most recent entries show systolic BP 108 mmHg and respiratory rate 30 breaths/min.","episode_id":"iv_000057","anchor_time":79.335} {"id":"MED_iv_000057_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate ended at 30 breaths/min after a recent low of 19 breaths/min; WBC ended at 14.1 K/uL after a recent low of 13.8 K/uL; the current values include heart rate 87 bpm and MAP 87 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate ended at 30 breaths/min after a recent low of 19 breaths/min; WBC ended at 14.1 K/uL after a recent low of 13.8 K/uL; the most recent entries show MAP 87 mmHg and systolic BP 108 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate ended at 30 breaths/min after a recent low of 19 breaths/min; WBC ended at 14.1 K/uL after a recent low of 13.8 K/uL; the latest bedside set shows heart rate 87 bpm and MAP 87 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate ended at 30 breaths/min after a recent low of 19 breaths/min; WBC ended at 14.1 K/uL after a recent low of 13.8 K/uL; the last snapshot shows MAP 87 mmHg with systolic BP 108 mmHg.","answer":"C","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate ended at 30 breaths/min after a recent low of 19 breaths/min; WBC ended at 14.1 K/uL after a recent low of 13.8 K/uL; the latest bedside set shows heart rate 87 bpm and MAP 87 mmHg.","episode_id":"iv_000057","anchor_time":79.335} {"id":"MED_iv_000058_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 ended at 98% after dropping as low as 85%; diastolic BP recovered to 49 mmHg after a recent low of 45 mmHg below 50 mmHg; the latest bedside set shows MAP 61 mmHg and heart rate 68 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. MAP recovered to 61 mmHg after a recent low of 56 mmHg below 65 mmHg; SpO2 ended at 98% after dropping as low as 85%; the most recent entries show MAP 61 mmHg and systolic BP 97 mmHg.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. MAP recovered to 61 mmHg after a recent low of 56 mmHg below 65 mmHg; SpO2 ended at 98% after dropping as low as 85%; the last snapshot shows MAP 61 mmHg with systolic BP 97 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 ended at 98% after dropping as low as 85%; diastolic BP recovered to 49 mmHg after a recent low of 45 mmHg below 50 mmHg; the current values include MAP 61 mmHg and heart rate 68 bpm.","answer":"C","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. MAP recovered to 61 mmHg after a recent low of 56 mmHg below 65 mmHg; SpO2 ended at 98% after dropping as low as 85%; the last snapshot shows MAP 61 mmHg with systolic BP 97 mmHg.","episode_id":"iv_000058","anchor_time":27.855556} {"id":"MED_iv_000058_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. MAP recovered to 61 mmHg after a recent low of 56 mmHg below 65 mmHg; diastolic BP recovered to 49 mmHg after a recent low of 45 mmHg below 50 mmHg; the most recent entries show systolic BP 97 mmHg and respiratory rate 22 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. MAP recovered to 61 mmHg after a recent low of 56 mmHg below 65 mmHg; diastolic BP recovered to 49 mmHg after a recent low of 45 mmHg below 50 mmHg; the last snapshot shows systolic BP 97 mmHg with respiratory rate 22 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 ended at 98% after dropping as low as 85%; diastolic BP recovered to 49 mmHg after a recent low of 45 mmHg below 50 mmHg; the current values include MAP 61 mmHg and heart rate 68 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 ended at 98% after dropping as low as 85%; diastolic BP recovered to 49 mmHg after a recent low of 45 mmHg below 50 mmHg; the latest bedside set shows MAP 61 mmHg and heart rate 68 bpm.","answer":"C","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 ended at 98% after dropping as low as 85%; diastolic BP recovered to 49 mmHg after a recent low of 45 mmHg below 50 mmHg; the current values include MAP 61 mmHg and heart rate 68 bpm.","episode_id":"iv_000058","anchor_time":27.855556} {"id":"MED_iv_000058_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 61 mmHg after a recent low of 56 mmHg below 65 mmHg; SpO2 ended at 98% after dropping as low as 85%; the most recent entries show MAP 61 mmHg and systolic BP 97 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Systolic BP recovered to 97 mmHg after a recent low of 90 mmHg below 90 mmHg; the recent WBC reading was 13 K/uL; the latest bedside set shows heart rate 68 bpm and MAP 61 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. MAP recovered to 61 mmHg after a recent low of 56 mmHg below 65 mmHg; SpO2 ended at 98% after dropping as low as 85%; the last snapshot shows MAP 61 mmHg with systolic BP 97 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Systolic BP recovered to 97 mmHg after a recent low of 90 mmHg below 90 mmHg; the recent WBC reading was 13 K/uL; the current values include heart rate 68 bpm and MAP 61 mmHg.","answer":"B","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Systolic BP recovered to 97 mmHg after a recent low of 90 mmHg below 90 mmHg; the recent WBC reading was 13 K/uL; the latest bedside set shows heart rate 68 bpm and MAP 61 mmHg.","episode_id":"iv_000058","anchor_time":27.855556} {"id":"MED_iv_000059_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Creatinine was 5.2 mg/dL on the available recent reading; the latest MAP is 74 mmHg; the latest systolic BP is 114 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Creatinine was 5.2 mg/dL on the available recent reading; the latest MAP is 74 mmHg; the latest heart rate is 87 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Creatinine was 5.2 mg/dL on the available recent reading; the latest MAP is 74 mmHg; the latest systolic BP is 114 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Creatinine was 5.2 mg/dL on the available recent reading; the latest MAP is 74 mmHg; the latest heart rate is 87 bpm.","answer":"A","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Creatinine was 5.2 mg/dL on the available recent reading; the latest MAP is 74 mmHg; the latest systolic BP is 114 mmHg.","episode_id":"iv_000059","anchor_time":212.548889} {"id":"MED_iv_000059_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Creatinine was 5.2 mg/dL on the available recent reading; the latest MAP is 74 mmHg; the latest systolic BP is 114 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Creatinine was 5.2 mg/dL on the available recent reading; the latest heart rate is 87 bpm; the latest MAP is 74 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Creatinine was 5.2 mg/dL on the available recent reading; the latest heart rate is 87 bpm; the latest MAP is 74 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Creatinine was 5.2 mg/dL on the available recent reading; the latest MAP is 74 mmHg; the latest systolic BP is 114 mmHg.","answer":"C","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Creatinine was 5.2 mg/dL on the available recent reading; the latest heart rate is 87 bpm; the latest MAP is 74 mmHg.","episode_id":"iv_000059","anchor_time":212.548889} {"id":"MED_iv_000060_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 ended at 100% after dropping as low as 85%; the recent WBC reading was 12.9 K/uL; the most recent entries show systolic BP 144 mmHg and respiratory rate 15 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Heart rate varied between 50 bpm and 111 bpm, with the latest value 106 bpm; the recent WBC reading was 12.9 K/uL; the latest bedside set shows MAP 91 mmHg and heart rate 106 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate varied between 50 bpm and 111 bpm, with the latest value 106 bpm; the recent WBC reading was 12.9 K/uL; the current values include MAP 91 mmHg and heart rate 106 bpm.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 ended at 100% after dropping as low as 85%; the recent WBC reading was 12.9 K/uL; the last snapshot shows systolic BP 144 mmHg with respiratory rate 15 breaths/min.","answer":"C","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate varied between 50 bpm and 111 bpm, with the latest value 106 bpm; the recent WBC reading was 12.9 K/uL; the current values include MAP 91 mmHg and heart rate 106 bpm.","episode_id":"iv_000060","anchor_time":36.933333} {"id":"MED_iv_000060_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 ended at 100% after dropping as low as 85%; heart rate varied between 50 bpm and 111 bpm, with the latest value 106 bpm; the most recent entries show MAP 91 mmHg and systolic BP 144 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate varied between 50 bpm and 111 bpm, with the latest value 106 bpm; the recent WBC reading was 12.9 K/uL; the current values include heart rate 106 bpm and MAP 91 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 ended at 100% after dropping as low as 85%; heart rate varied between 50 bpm and 111 bpm, with the latest value 106 bpm; the last snapshot shows MAP 91 mmHg with systolic BP 144 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate varied between 50 bpm and 111 bpm, with the latest value 106 bpm; the recent WBC reading was 12.9 K/uL; the latest bedside set shows heart rate 106 bpm and MAP 91 mmHg.","answer":"D","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate varied between 50 bpm and 111 bpm, with the latest value 106 bpm; the recent WBC reading was 12.9 K/uL; the latest bedside set shows heart rate 106 bpm and MAP 91 mmHg.","episode_id":"iv_000060","anchor_time":36.933333} {"id":"MED_iv_000061_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Systolic BP recovered to 92 mmHg after a recent low of 92 mmHg below 90 mmHg; the recent WBC reading was 14.1 K/uL; the latest bedside set shows heart rate 74 bpm and MAP 75 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Systolic BP recovered to 92 mmHg after a recent low of 92 mmHg below 90 mmHg; the recent WBC reading was 14.1 K/uL; the current values include heart rate 74 bpm and MAP 75 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate ended at 37 breaths/min after a recent low of 14 breaths/min; SpO2 came back to 88% after reaching 97%; the last snapshot shows MAP 75 mmHg with systolic BP 92 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate ended at 37 breaths/min after a recent low of 14 breaths/min; SpO2 came back to 88% after reaching 97%; the most recent entries show MAP 75 mmHg and systolic BP 92 mmHg.","answer":"A","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Systolic BP recovered to 92 mmHg after a recent low of 92 mmHg below 90 mmHg; the recent WBC reading was 14.1 K/uL; the latest bedside set shows heart rate 74 bpm and MAP 75 mmHg.","episode_id":"iv_000061","anchor_time":53.783333} {"id":"MED_iv_000062_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 15.1 K/uL; the latest heart rate is 149 bpm; the latest MAP is 69 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 15.1 K/uL; the latest heart rate is 149 bpm; the latest MAP is 69 mmHg.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 15.1 K/uL; the latest systolic BP is 112 mmHg; the latest respiratory rate is 17 breaths/min.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. The recent WBC reading was 15.1 K/uL; the latest systolic BP is 112 mmHg; the latest respiratory rate is 17 breaths/min.","answer":"D","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. The recent WBC reading was 15.1 K/uL; the latest systolic BP is 112 mmHg; the latest respiratory rate is 17 breaths/min.","episode_id":"iv_000062","anchor_time":21.866667} {"id":"MED_iv_000063_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 ended at 98% after dropping as low as 88%; heart rate varied between 50 bpm and 74 bpm, with the latest value 68 bpm; the last snapshot shows MAP 75 mmHg with systolic BP 142 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Heart rate varied between 50 bpm and 74 bpm, with the latest value 68 bpm; respiratory rate ended at 28 breaths/min after a recent low of 12 breaths/min; the latest bedside set shows MAP 75 mmHg and heart rate 68 bpm.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Heart rate varied between 50 bpm and 74 bpm, with the latest value 68 bpm; respiratory rate ended at 28 breaths/min after a recent low of 12 breaths/min; the current values include MAP 75 mmHg and heart rate 68 bpm.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 ended at 98% after dropping as low as 88%; heart rate varied between 50 bpm and 74 bpm, with the latest value 68 bpm; the most recent entries show MAP 75 mmHg and systolic BP 142 mmHg.","answer":"A","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 ended at 98% after dropping as low as 88%; heart rate varied between 50 bpm and 74 bpm, with the latest value 68 bpm; the last snapshot shows MAP 75 mmHg with systolic BP 142 mmHg.","episode_id":"iv_000063","anchor_time":41.364444} {"id":"MED_iv_000063_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 ended at 98% after dropping as low as 88%; respiratory rate ended at 28 breaths/min after a recent low of 12 breaths/min; the most recent entries show systolic BP 142 mmHg and respiratory rate 28 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Heart rate varied between 50 bpm and 74 bpm, with the latest value 68 bpm; respiratory rate ended at 28 breaths/min after a recent low of 12 breaths/min; the latest bedside set shows MAP 75 mmHg and heart rate 68 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate varied between 50 bpm and 74 bpm, with the latest value 68 bpm; respiratory rate ended at 28 breaths/min after a recent low of 12 breaths/min; the current values include MAP 75 mmHg and heart rate 68 bpm.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 ended at 98% after dropping as low as 88%; respiratory rate ended at 28 breaths/min after a recent low of 12 breaths/min; the last snapshot shows systolic BP 142 mmHg with respiratory rate 28 breaths/min.","answer":"C","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate varied between 50 bpm and 74 bpm, with the latest value 68 bpm; respiratory rate ended at 28 breaths/min after a recent low of 12 breaths/min; the current values include MAP 75 mmHg and heart rate 68 bpm.","episode_id":"iv_000063","anchor_time":41.364444} {"id":"MED_iv_000064_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Urine output most recently reached 125 mL after low intervals down to 20 mL; the latest MAP is 67 mmHg; the latest heart rate is 90 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Urine output most recently reached 125 mL after low intervals down to 20 mL; the latest MAP is 67 mmHg; the latest systolic BP is 112 mmHg.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 125 mL after low intervals down to 20 mL; the latest MAP is 67 mmHg; the latest systolic BP is 112 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 125 mL after low intervals down to 20 mL; the latest MAP is 67 mmHg; the latest heart rate is 90 bpm.","answer":"B","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Urine output most recently reached 125 mL after low intervals down to 20 mL; the latest MAP is 67 mmHg; the latest systolic BP is 112 mmHg.","episode_id":"iv_000064","anchor_time":79.276944} {"id":"MED_iv_000065_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. The recent WBC reading was 21.5 K/uL; the latest MAP is 93 mmHg; the latest heart rate is 75 bpm.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Creatinine was 4.7 mg/dL on the available recent reading; the recent WBC reading was 21.5 K/uL; the most recent entries show systolic BP 134 mmHg and respiratory rate 23 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Creatinine was 4.7 mg/dL on the available recent reading; the recent WBC reading was 21.5 K/uL; the current values include systolic BP 134 mmHg and respiratory rate 23 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 21.5 K/uL; the latest MAP is 93 mmHg; the latest heart rate is 75 bpm.","answer":"A","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. The recent WBC reading was 21.5 K/uL; the latest MAP is 93 mmHg; the latest heart rate is 75 bpm.","episode_id":"iv_000065","anchor_time":93.064167} {"id":"MED_iv_000067_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. MAP recovered to 67 mmHg after a recent low of 61 mmHg below 65 mmHg; respiratory rate varied between 20 breaths/min and 33 breaths/min, with the latest value 21 breaths/min; the most recent entries show MAP 67 mmHg and systolic BP 111 mmHg.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate varied between 20 breaths/min and 33 breaths/min, with the latest value 21 breaths/min; the recent WBC reading was 14.8 K/uL; the latest bedside set shows MAP 67 mmHg and heart rate 80 bpm.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 67 mmHg after a recent low of 61 mmHg below 65 mmHg; respiratory rate varied between 20 breaths/min and 33 breaths/min, with the latest value 21 breaths/min; the last snapshot shows MAP 67 mmHg with systolic BP 111 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate varied between 20 breaths/min and 33 breaths/min, with the latest value 21 breaths/min; the recent WBC reading was 14.8 K/uL; the current values include MAP 67 mmHg and heart rate 80 bpm.","answer":"C","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 67 mmHg after a recent low of 61 mmHg below 65 mmHg; respiratory rate varied between 20 breaths/min and 33 breaths/min, with the latest value 21 breaths/min; the last snapshot shows MAP 67 mmHg with systolic BP 111 mmHg.","episode_id":"iv_000067","anchor_time":47.861389} {"id":"MED_iv_000067_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate varied between 20 breaths/min and 33 breaths/min, with the latest value 21 breaths/min; the recent WBC reading was 14.8 K/uL; the current values include heart rate 80 bpm and MAP 67 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. MAP recovered to 67 mmHg after a recent low of 61 mmHg below 65 mmHg; respiratory rate varied between 20 breaths/min and 33 breaths/min, with the latest value 21 breaths/min; the most recent entries show MAP 67 mmHg and systolic BP 111 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 67 mmHg after a recent low of 61 mmHg below 65 mmHg; respiratory rate varied between 20 breaths/min and 33 breaths/min, with the latest value 21 breaths/min; the last snapshot shows MAP 67 mmHg with systolic BP 111 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 20 breaths/min and 33 breaths/min, with the latest value 21 breaths/min; the recent WBC reading was 14.8 K/uL; the latest bedside set shows heart rate 80 bpm and MAP 67 mmHg.","answer":"D","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 20 breaths/min and 33 breaths/min, with the latest value 21 breaths/min; the recent WBC reading was 14.8 K/uL; the latest bedside set shows heart rate 80 bpm and MAP 67 mmHg.","episode_id":"iv_000067","anchor_time":47.861389} {"id":"MED_iv_000068_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate varied between 10 breaths/min and 17 breaths/min, with the latest value 15 breaths/min; the latest systolic BP is 104 mmHg; the latest respiratory rate is 15 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 10 breaths/min and 17 breaths/min, with the latest value 15 breaths/min; the latest systolic BP is 104 mmHg; the latest respiratory rate is 15 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate varied between 10 breaths/min and 17 breaths/min, with the latest value 15 breaths/min; the latest MAP is 66 mmHg; the latest heart rate is 56 bpm.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate varied between 10 breaths/min and 17 breaths/min, with the latest value 15 breaths/min; the latest MAP is 66 mmHg; the latest heart rate is 56 bpm.","answer":"C","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate varied between 10 breaths/min and 17 breaths/min, with the latest value 15 breaths/min; the latest MAP is 66 mmHg; the latest heart rate is 56 bpm.","episode_id":"iv_000068","anchor_time":66.95} {"id":"MED_iv_000068_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate varied between 10 breaths/min and 17 breaths/min, with the latest value 15 breaths/min; the latest systolic BP is 104 mmHg; the latest respiratory rate is 15 breaths/min.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate varied between 10 breaths/min and 17 breaths/min, with the latest value 15 breaths/min; the latest heart rate is 56 bpm; the latest MAP is 66 mmHg.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 10 breaths/min and 17 breaths/min, with the latest value 15 breaths/min; the latest heart rate is 56 bpm; the latest MAP is 66 mmHg.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate varied between 10 breaths/min and 17 breaths/min, with the latest value 15 breaths/min; the latest systolic BP is 104 mmHg; the latest respiratory rate is 15 breaths/min.","answer":"D","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate varied between 10 breaths/min and 17 breaths/min, with the latest value 15 breaths/min; the latest systolic BP is 104 mmHg; the latest respiratory rate is 15 breaths/min.","episode_id":"iv_000068","anchor_time":66.95} {"id":"MED_iv_000069_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. No strong recent threshold breach is recorded in the available variables; the latest MAP is 93 mmHg; the latest systolic BP is 126 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. No strong recent threshold breach is recorded in the available variables; the latest MAP is 93 mmHg; the latest systolic BP is 126 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 88 bpm; the latest MAP is 93 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 88 bpm; the latest MAP is 93 mmHg.","answer":"D","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 88 bpm; the latest MAP is 93 mmHg.","episode_id":"iv_000069","anchor_time":107.578056} {"id":"MED_iv_000070_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Creatinine was 6.4 mg/dL on the available recent reading; heart rate varied between 50 bpm and 69 bpm, with the latest value 63 bpm; the last snapshot shows systolic BP 100 mmHg with respiratory rate 17 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Creatinine was 6.4 mg/dL on the available recent reading; heart rate varied between 50 bpm and 69 bpm, with the latest value 63 bpm; the most recent entries show systolic BP 100 mmHg and respiratory rate 17 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 ended at 98% after dropping as low as 85%; heart rate varied between 50 bpm and 69 bpm, with the latest value 63 bpm; the current values include MAP 73 mmHg and heart rate 63 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 ended at 98% after dropping as low as 85%; heart rate varied between 50 bpm and 69 bpm, with the latest value 63 bpm; the latest bedside set shows MAP 73 mmHg and heart rate 63 bpm.","answer":"C","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 ended at 98% after dropping as low as 85%; heart rate varied between 50 bpm and 69 bpm, with the latest value 63 bpm; the current values include MAP 73 mmHg and heart rate 63 bpm.","episode_id":"iv_000070","anchor_time":71.144444} {"id":"MED_iv_000070_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate varied between 50 bpm and 69 bpm, with the latest value 63 bpm; MAP recovered to 73 mmHg after a recent low of 61 mmHg below 65 mmHg; the most recent entries show heart rate 63 bpm and MAP 73 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Creatinine was 6.4 mg/dL on the available recent reading; heart rate varied between 50 bpm and 69 bpm, with the latest value 63 bpm; the last snapshot shows systolic BP 100 mmHg with respiratory rate 17 breaths/min.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Creatinine was 6.4 mg/dL on the available recent reading; heart rate varied between 50 bpm and 69 bpm, with the latest value 63 bpm; the current values include systolic BP 100 mmHg and respiratory rate 17 breaths/min.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Heart rate varied between 50 bpm and 69 bpm, with the latest value 63 bpm; MAP recovered to 73 mmHg after a recent low of 61 mmHg below 65 mmHg; the latest bedside set shows heart rate 63 bpm and MAP 73 mmHg.","answer":"C","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Creatinine was 6.4 mg/dL on the available recent reading; heart rate varied between 50 bpm and 69 bpm, with the latest value 63 bpm; the current values include systolic BP 100 mmHg and respiratory rate 17 breaths/min.","episode_id":"iv_000070","anchor_time":71.144444} {"id":"MED_iv_000071_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. MAP recovered to 61 mmHg after a recent low of 55 mmHg below 65 mmHg; diastolic BP recovered to 45 mmHg after a recent low of 43 mmHg below 50 mmHg; the most recent entries show systolic BP 111 mmHg and respiratory rate 19 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. MAP recovered to 61 mmHg after a recent low of 55 mmHg below 65 mmHg; diastolic BP recovered to 45 mmHg after a recent low of 43 mmHg below 50 mmHg; the last snapshot shows systolic BP 111 mmHg with respiratory rate 19 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Diastolic BP recovered to 45 mmHg after a recent low of 43 mmHg below 50 mmHg; the latest MAP is 61 mmHg; the latest heart rate is 88 bpm.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Diastolic BP recovered to 45 mmHg after a recent low of 43 mmHg below 50 mmHg; the latest MAP is 61 mmHg; the latest heart rate is 88 bpm.","answer":"D","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Diastolic BP recovered to 45 mmHg after a recent low of 43 mmHg below 50 mmHg; the latest MAP is 61 mmHg; the latest heart rate is 88 bpm.","episode_id":"iv_000071","anchor_time":53.970278} {"id":"MED_iv_000071_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. MAP recovered to 61 mmHg after a recent low of 55 mmHg below 65 mmHg; diastolic BP recovered to 45 mmHg after a recent low of 43 mmHg below 50 mmHg; the current values include heart rate 88 bpm and MAP 61 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. MAP recovered to 61 mmHg after a recent low of 55 mmHg below 65 mmHg; diastolic BP recovered to 45 mmHg after a recent low of 43 mmHg below 50 mmHg; the most recent entries show MAP 61 mmHg and systolic BP 111 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 61 mmHg after a recent low of 55 mmHg below 65 mmHg; diastolic BP recovered to 45 mmHg after a recent low of 43 mmHg below 50 mmHg; the latest bedside set shows heart rate 88 bpm and MAP 61 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 61 mmHg after a recent low of 55 mmHg below 65 mmHg; diastolic BP recovered to 45 mmHg after a recent low of 43 mmHg below 50 mmHg; the last snapshot shows MAP 61 mmHg with systolic BP 111 mmHg.","answer":"C","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 61 mmHg after a recent low of 55 mmHg below 65 mmHg; diastolic BP recovered to 45 mmHg after a recent low of 43 mmHg below 50 mmHg; the latest bedside set shows heart rate 88 bpm and MAP 61 mmHg.","episode_id":"iv_000071","anchor_time":53.970278} {"id":"MED_iv_000073_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Creatinine was 2.7 mg/dL on the available recent reading; systolic BP recovered to 92 mmHg after a recent low of 92 mmHg below 90 mmHg; the latest bedside set shows heart rate 103 bpm and MAP 73 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Creatinine was 2.7 mg/dL on the available recent reading; systolic BP recovered to 92 mmHg after a recent low of 92 mmHg below 90 mmHg; the last snapshot shows systolic BP 92 mmHg with respiratory rate 26 breaths/min.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Creatinine was 2.7 mg/dL on the available recent reading; systolic BP recovered to 92 mmHg after a recent low of 92 mmHg below 90 mmHg; the most recent entries show systolic BP 92 mmHg and respiratory rate 26 breaths/min.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Creatinine was 2.7 mg/dL on the available recent reading; systolic BP recovered to 92 mmHg after a recent low of 92 mmHg below 90 mmHg; the current values include heart rate 103 bpm and MAP 73 mmHg.","answer":"C","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Creatinine was 2.7 mg/dL on the available recent reading; systolic BP recovered to 92 mmHg after a recent low of 92 mmHg below 90 mmHg; the most recent entries show systolic BP 92 mmHg and respiratory rate 26 breaths/min.","episode_id":"iv_000073","anchor_time":40.816667} {"id":"MED_iv_000074_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. MAP recovered to 71 mmHg after a recent low of 48 mmHg below 65 mmHg; the recent WBC reading was 41.1 K/uL; the last snapshot shows MAP 71 mmHg with systolic BP 95 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. MAP recovered to 71 mmHg after a recent low of 48 mmHg below 65 mmHg; the recent WBC reading was 41.1 K/uL; the most recent entries show MAP 71 mmHg and systolic BP 95 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. The recent WBC reading was 41.1 K/uL; systolic BP recovered to 95 mmHg after a recent low of 89 mmHg below 90 mmHg; the latest bedside set shows heart rate 85 bpm and MAP 71 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 41.1 K/uL; systolic BP recovered to 95 mmHg after a recent low of 89 mmHg below 90 mmHg; the current values include heart rate 85 bpm and MAP 71 mmHg.","answer":"C","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. The recent WBC reading was 41.1 K/uL; systolic BP recovered to 95 mmHg after a recent low of 89 mmHg below 90 mmHg; the latest bedside set shows heart rate 85 bpm and MAP 71 mmHg.","episode_id":"iv_000074","anchor_time":71.025} {"id":"MED_iv_000075_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 63 mmHg after a recent low of 54 mmHg below 65 mmHg; diastolic BP recovered to 37 mmHg after a recent low of 36 mmHg below 50 mmHg; the last snapshot shows systolic BP 106 mmHg with respiratory rate 19 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 63 mmHg after a recent low of 54 mmHg below 65 mmHg; diastolic BP recovered to 37 mmHg after a recent low of 36 mmHg below 50 mmHg; the most recent entries show systolic BP 106 mmHg and respiratory rate 19 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Diastolic BP recovered to 37 mmHg after a recent low of 36 mmHg below 50 mmHg; the latest MAP is 63 mmHg; the latest heart rate is 86 bpm.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Diastolic BP recovered to 37 mmHg after a recent low of 36 mmHg below 50 mmHg; the latest MAP is 63 mmHg; the latest heart rate is 86 bpm.","answer":"D","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Diastolic BP recovered to 37 mmHg after a recent low of 36 mmHg below 50 mmHg; the latest MAP is 63 mmHg; the latest heart rate is 86 bpm.","episode_id":"iv_000075","anchor_time":41.165} {"id":"MED_iv_000075_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 63 mmHg after a recent low of 54 mmHg below 65 mmHg; diastolic BP recovered to 37 mmHg after a recent low of 36 mmHg below 50 mmHg; the last snapshot shows systolic BP 106 mmHg with respiratory rate 19 breaths/min.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 63 mmHg after a recent low of 54 mmHg below 65 mmHg; diastolic BP recovered to 37 mmHg after a recent low of 36 mmHg below 50 mmHg; the most recent entries show systolic BP 106 mmHg and respiratory rate 19 breaths/min.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. MAP recovered to 63 mmHg after a recent low of 54 mmHg below 65 mmHg; diastolic BP recovered to 37 mmHg after a recent low of 36 mmHg below 50 mmHg; the latest bedside set shows heart rate 86 bpm and MAP 63 mmHg.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 63 mmHg after a recent low of 54 mmHg below 65 mmHg; diastolic BP recovered to 37 mmHg after a recent low of 36 mmHg below 50 mmHg; the current values include heart rate 86 bpm and MAP 63 mmHg.","answer":"B","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 63 mmHg after a recent low of 54 mmHg below 65 mmHg; diastolic BP recovered to 37 mmHg after a recent low of 36 mmHg below 50 mmHg; the most recent entries show systolic BP 106 mmHg and respiratory rate 19 breaths/min.","episode_id":"iv_000075","anchor_time":41.165} {"id":"MED_iv_000076_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate varied between 50 bpm and 109 bpm, with the latest value 91 bpm; respiratory rate varied between 23 breaths/min and 31 breaths/min, with the latest value 24 breaths/min; the current values include MAP 88 mmHg and heart rate 91 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Heart rate varied between 50 bpm and 109 bpm, with the latest value 91 bpm; respiratory rate varied between 23 breaths/min and 31 breaths/min, with the latest value 24 breaths/min; the latest bedside set shows MAP 88 mmHg and heart rate 91 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 85% and 97%, with the latest value 96%; heart rate varied between 50 bpm and 109 bpm, with the latest value 91 bpm; the last snapshot shows MAP 88 mmHg with systolic BP 159 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 varied between 85% and 97%, with the latest value 96%; heart rate varied between 50 bpm and 109 bpm, with the latest value 91 bpm; the most recent entries show MAP 88 mmHg and systolic BP 159 mmHg.","answer":"C","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 85% and 97%, with the latest value 96%; heart rate varied between 50 bpm and 109 bpm, with the latest value 91 bpm; the last snapshot shows MAP 88 mmHg with systolic BP 159 mmHg.","episode_id":"iv_000076","anchor_time":187.494722} {"id":"MED_iv_000076_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 85% and 97%, with the latest value 96%; respiratory rate varied between 23 breaths/min and 31 breaths/min, with the latest value 24 breaths/min; the last snapshot shows systolic BP 159 mmHg with respiratory rate 24 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate varied between 50 bpm and 109 bpm, with the latest value 91 bpm; respiratory rate varied between 23 breaths/min and 31 breaths/min, with the latest value 24 breaths/min; the current values include MAP 88 mmHg and heart rate 91 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 varied between 85% and 97%, with the latest value 96%; respiratory rate varied between 23 breaths/min and 31 breaths/min, with the latest value 24 breaths/min; the most recent entries show systolic BP 159 mmHg and respiratory rate 24 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate varied between 50 bpm and 109 bpm, with the latest value 91 bpm; respiratory rate varied between 23 breaths/min and 31 breaths/min, with the latest value 24 breaths/min; the latest bedside set shows MAP 88 mmHg and heart rate 91 bpm.","answer":"B","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate varied between 50 bpm and 109 bpm, with the latest value 91 bpm; respiratory rate varied between 23 breaths/min and 31 breaths/min, with the latest value 24 breaths/min; the current values include MAP 88 mmHg and heart rate 91 bpm.","episode_id":"iv_000076","anchor_time":187.494722} {"id":"MED_iv_000076_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 23 breaths/min and 31 breaths/min, with the latest value 24 breaths/min; the recent WBC reading was 19.7 K/uL; the latest bedside set shows heart rate 91 bpm and MAP 88 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 85% and 97%, with the latest value 96%; respiratory rate varied between 23 breaths/min and 31 breaths/min, with the latest value 24 breaths/min; the most recent entries show systolic BP 159 mmHg and respiratory rate 24 breaths/min.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 85% and 97%, with the latest value 96%; respiratory rate varied between 23 breaths/min and 31 breaths/min, with the latest value 24 breaths/min; the last snapshot shows systolic BP 159 mmHg with respiratory rate 24 breaths/min.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate varied between 23 breaths/min and 31 breaths/min, with the latest value 24 breaths/min; the recent WBC reading was 19.7 K/uL; the current values include heart rate 91 bpm and MAP 88 mmHg.","answer":"B","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 85% and 97%, with the latest value 96%; respiratory rate varied between 23 breaths/min and 31 breaths/min, with the latest value 24 breaths/min; the most recent entries show systolic BP 159 mmHg and respiratory rate 24 breaths/min.","episode_id":"iv_000076","anchor_time":187.494722} {"id":"MED_iv_000077_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Urine output most recently reached 75 mL after low intervals down to 30 mL; diastolic BP recovered to 65 mmHg after a recent low of 42 mmHg below 50 mmHg; the most recent entries show MAP 76 mmHg and systolic BP 116 mmHg.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Diastolic BP recovered to 65 mmHg after a recent low of 42 mmHg below 50 mmHg; lactate came back to 1.7 mmol/L after reaching 5 mmol/L; the current values include MAP 76 mmHg and heart rate 80 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Diastolic BP recovered to 65 mmHg after a recent low of 42 mmHg below 50 mmHg; lactate came back to 1.7 mmol/L after reaching 5 mmol/L; the latest bedside set shows MAP 76 mmHg and heart rate 80 bpm.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 75 mL after low intervals down to 30 mL; diastolic BP recovered to 65 mmHg after a recent low of 42 mmHg below 50 mmHg; the last snapshot shows MAP 76 mmHg with systolic BP 116 mmHg.","answer":"D","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 75 mL after low intervals down to 30 mL; diastolic BP recovered to 65 mmHg after a recent low of 42 mmHg below 50 mmHg; the last snapshot shows MAP 76 mmHg with systolic BP 116 mmHg.","episode_id":"iv_000077","anchor_time":32.806111} {"id":"MED_iv_000077_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Urine output most recently reached 75 mL after low intervals down to 30 mL; lactate came back to 1.7 mmol/L after reaching 5 mmol/L; the last snapshot shows systolic BP 116 mmHg with respiratory rate 28 breaths/min.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 75 mL after low intervals down to 30 mL; lactate came back to 1.7 mmol/L after reaching 5 mmol/L; the most recent entries show systolic BP 116 mmHg and respiratory rate 28 breaths/min.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. MAP recovered to 76 mmHg after a recent low of 63 mmHg below 65 mmHg; respiratory rate ended at 28 breaths/min after a recent low of 13 breaths/min; the current values include heart rate 80 bpm and MAP 76 mmHg.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. MAP recovered to 76 mmHg after a recent low of 63 mmHg below 65 mmHg; respiratory rate ended at 28 breaths/min after a recent low of 13 breaths/min; the latest bedside set shows heart rate 80 bpm and MAP 76 mmHg.","answer":"B","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 75 mL after low intervals down to 30 mL; lactate came back to 1.7 mmol/L after reaching 5 mmol/L; the most recent entries show systolic BP 116 mmHg and respiratory rate 28 breaths/min.","episode_id":"iv_000077","anchor_time":32.806111} {"id":"MED_iv_000079_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 varied between 88% and 100%, with the latest value 95%; the latest MAP is 78 mmHg; the latest heart rate is 70 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 88% and 100%, with the latest value 95%; the latest MAP is 78 mmHg; the latest heart rate is 70 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 88% and 100%, with the latest value 95%; the latest MAP is 78 mmHg; the latest systolic BP is 137 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 varied between 88% and 100%, with the latest value 95%; the latest MAP is 78 mmHg; the latest systolic BP is 137 mmHg.","answer":"D","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 varied between 88% and 100%, with the latest value 95%; the latest MAP is 78 mmHg; the latest systolic BP is 137 mmHg.","episode_id":"iv_000079","anchor_time":53.2} {"id":"MED_iv_000079_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 88% and 100%, with the latest value 95%; the latest systolic BP is 137 mmHg; the latest respiratory rate is 19 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 88% and 100%, with the latest value 95%; the latest systolic BP is 137 mmHg; the latest respiratory rate is 19 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 varied between 88% and 100%, with the latest value 95%; the latest MAP is 78 mmHg; the latest heart rate is 70 bpm.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 varied between 88% and 100%, with the latest value 95%; the latest MAP is 78 mmHg; the latest heart rate is 70 bpm.","answer":"C","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 varied between 88% and 100%, with the latest value 95%; the latest MAP is 78 mmHg; the latest heart rate is 70 bpm.","episode_id":"iv_000079","anchor_time":53.2} {"id":"MED_iv_000079_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 88% and 100%, with the latest value 95%; the latest heart rate is 70 bpm; the latest MAP is 78 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 varied between 88% and 100%, with the latest value 95%; the latest systolic BP is 137 mmHg; the latest respiratory rate is 19 breaths/min.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 88% and 100%, with the latest value 95%; the latest heart rate is 70 bpm; the latest MAP is 78 mmHg.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 88% and 100%, with the latest value 95%; the latest systolic BP is 137 mmHg; the latest respiratory rate is 19 breaths/min.","answer":"B","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 varied between 88% and 100%, with the latest value 95%; the latest systolic BP is 137 mmHg; the latest respiratory rate is 19 breaths/min.","episode_id":"iv_000079","anchor_time":53.2} {"id":"MED_iv_000080_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 16 breaths/min and 33 breaths/min, with the latest value 24 breaths/min; WBC varied between 16.9 K/uL and 20.7 K/uL, with the latest value 20.5 K/uL; the latest bedside set shows heart rate 48 bpm and MAP 31 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Lactate ended at 5.5 mmol/L after dropping as low as 1.2 mmol/L; diastolic BP recovered to 26 mmHg after a recent low of 26 mmHg below 50 mmHg; the last snapshot shows systolic BP 62 mmHg with respiratory rate 24 breaths/min.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate varied between 16 breaths/min and 33 breaths/min, with the latest value 24 breaths/min; WBC varied between 16.9 K/uL and 20.7 K/uL, with the latest value 20.5 K/uL; the current values include heart rate 48 bpm and MAP 31 mmHg.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Lactate ended at 5.5 mmol/L after dropping as low as 1.2 mmol/L; diastolic BP recovered to 26 mmHg after a recent low of 26 mmHg below 50 mmHg; the most recent entries show systolic BP 62 mmHg and respiratory rate 24 breaths/min.","answer":"D","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Lactate ended at 5.5 mmol/L after dropping as low as 1.2 mmol/L; diastolic BP recovered to 26 mmHg after a recent low of 26 mmHg below 50 mmHg; the most recent entries show systolic BP 62 mmHg and respiratory rate 24 breaths/min.","episode_id":"iv_000080","anchor_time":63.654444} {"id":"MED_iv_000080_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Lactate ended at 5.5 mmol/L after dropping as low as 1.2 mmol/L; MAP recovered to 31 mmHg after a recent low of 31 mmHg below 65 mmHg; the most recent entries show MAP 31 mmHg and systolic BP 62 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate varied between 16 breaths/min and 33 breaths/min, with the latest value 24 breaths/min; WBC varied between 16.9 K/uL and 20.7 K/uL, with the latest value 20.5 K/uL; the latest bedside set shows heart rate 48 bpm and MAP 31 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Lactate ended at 5.5 mmol/L after dropping as low as 1.2 mmol/L; MAP recovered to 31 mmHg after a recent low of 31 mmHg below 65 mmHg; the last snapshot shows MAP 31 mmHg with systolic BP 62 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 16 breaths/min and 33 breaths/min, with the latest value 24 breaths/min; WBC varied between 16.9 K/uL and 20.7 K/uL, with the latest value 20.5 K/uL; the current values include heart rate 48 bpm and MAP 31 mmHg.","answer":"B","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate varied between 16 breaths/min and 33 breaths/min, with the latest value 24 breaths/min; WBC varied between 16.9 K/uL and 20.7 K/uL, with the latest value 20.5 K/uL; the latest bedside set shows heart rate 48 bpm and MAP 31 mmHg.","episode_id":"iv_000080","anchor_time":63.654444} {"id":"MED_iv_000081_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. No strong recent threshold breach is recorded in the available variables; the latest MAP is 71 mmHg; the latest heart rate is 71 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. No strong recent threshold breach is recorded in the available variables; the latest MAP is 71 mmHg; the latest systolic BP is 130 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. No strong recent threshold breach is recorded in the available variables; the latest MAP is 71 mmHg; the latest systolic BP is 130 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. No strong recent threshold breach is recorded in the available variables; the latest MAP is 71 mmHg; the latest heart rate is 71 bpm.","answer":"C","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. No strong recent threshold breach is recorded in the available variables; the latest MAP is 71 mmHg; the latest systolic BP is 130 mmHg.","episode_id":"iv_000081","anchor_time":29.480278} {"id":"MED_iv_000081_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. No strong recent threshold breach is recorded in the available variables; the latest MAP is 71 mmHg; the latest heart rate is 71 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 130 mmHg; the latest respiratory rate is 13 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 130 mmHg; the latest respiratory rate is 13 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest MAP is 71 mmHg; the latest heart rate is 71 bpm.","answer":"D","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest MAP is 71 mmHg; the latest heart rate is 71 bpm.","episode_id":"iv_000081","anchor_time":29.480278} {"id":"MED_iv_000084_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Diastolic BP recovered to 47 mmHg after a recent low of 46 mmHg below 50 mmHg; the latest MAP is 70 mmHg; the latest heart rate is 105 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Diastolic BP recovered to 47 mmHg after a recent low of 46 mmHg below 50 mmHg; the latest MAP is 70 mmHg; the latest heart rate is 105 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Diastolic BP recovered to 47 mmHg after a recent low of 46 mmHg below 50 mmHg; the latest MAP is 70 mmHg; the latest systolic BP is 132 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Diastolic BP recovered to 47 mmHg after a recent low of 46 mmHg below 50 mmHg; the latest MAP is 70 mmHg; the latest systolic BP is 132 mmHg.","answer":"D","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Diastolic BP recovered to 47 mmHg after a recent low of 46 mmHg below 50 mmHg; the latest MAP is 70 mmHg; the latest systolic BP is 132 mmHg.","episode_id":"iv_000084","anchor_time":46.330833} {"id":"MED_iv_000084_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Diastolic BP recovered to 47 mmHg after a recent low of 46 mmHg below 50 mmHg; the latest MAP is 70 mmHg; the latest heart rate is 105 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Diastolic BP recovered to 47 mmHg after a recent low of 46 mmHg below 50 mmHg; the latest systolic BP is 132 mmHg; the latest respiratory rate is 14 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Diastolic BP recovered to 47 mmHg after a recent low of 46 mmHg below 50 mmHg; the latest MAP is 70 mmHg; the latest heart rate is 105 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Diastolic BP recovered to 47 mmHg after a recent low of 46 mmHg below 50 mmHg; the latest systolic BP is 132 mmHg; the latest respiratory rate is 14 breaths/min.","answer":"A","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Diastolic BP recovered to 47 mmHg after a recent low of 46 mmHg below 50 mmHg; the latest MAP is 70 mmHg; the latest heart rate is 105 bpm.","episode_id":"iv_000084","anchor_time":46.330833} {"id":"MED_iv_000084_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Diastolic BP recovered to 47 mmHg after a recent low of 46 mmHg below 50 mmHg; the latest MAP is 70 mmHg; the latest systolic BP is 132 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Diastolic BP recovered to 47 mmHg after a recent low of 46 mmHg below 50 mmHg; the latest heart rate is 105 bpm; the latest MAP is 70 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Diastolic BP recovered to 47 mmHg after a recent low of 46 mmHg below 50 mmHg; the latest heart rate is 105 bpm; the latest MAP is 70 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Diastolic BP recovered to 47 mmHg after a recent low of 46 mmHg below 50 mmHg; the latest MAP is 70 mmHg; the latest systolic BP is 132 mmHg.","answer":"C","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Diastolic BP recovered to 47 mmHg after a recent low of 46 mmHg below 50 mmHg; the latest heart rate is 105 bpm; the latest MAP is 70 mmHg.","episode_id":"iv_000084","anchor_time":46.330833} {"id":"MED_iv_000087_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. MAP recovered to 64 mmHg after a recent low of 64 mmHg below 65 mmHg; urine output most recently reached 25 mL after low intervals down to 25 mL; the latest bedside set shows MAP 64 mmHg and heart rate 76 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 85% and 99%, with the latest value 97%; MAP recovered to 64 mmHg after a recent low of 64 mmHg below 65 mmHg; the last snapshot shows MAP 64 mmHg with systolic BP 130 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 varied between 85% and 99%, with the latest value 97%; MAP recovered to 64 mmHg after a recent low of 64 mmHg below 65 mmHg; the most recent entries show MAP 64 mmHg and systolic BP 130 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. MAP recovered to 64 mmHg after a recent low of 64 mmHg below 65 mmHg; urine output most recently reached 25 mL after low intervals down to 25 mL; the current values include MAP 64 mmHg and heart rate 76 bpm.","answer":"B","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 85% and 99%, with the latest value 97%; MAP recovered to 64 mmHg after a recent low of 64 mmHg below 65 mmHg; the last snapshot shows MAP 64 mmHg with systolic BP 130 mmHg.","episode_id":"iv_000087","anchor_time":26.053611} {"id":"MED_iv_000088_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 71 mmHg after a recent low of 64 mmHg below 65 mmHg; SpO2 came back to 90% after reaching 96%; the current values include MAP 71 mmHg and heart rate 97 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Diastolic BP recovered to 54 mmHg after a recent low of 46 mmHg below 50 mmHg; SpO2 came back to 90% after reaching 96%; the last snapshot shows systolic BP 119 mmHg with respiratory rate 24 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. MAP recovered to 71 mmHg after a recent low of 64 mmHg below 65 mmHg; SpO2 came back to 90% after reaching 96%; the latest bedside set shows MAP 71 mmHg and heart rate 97 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Diastolic BP recovered to 54 mmHg after a recent low of 46 mmHg below 50 mmHg; SpO2 came back to 90% after reaching 96%; the most recent entries show systolic BP 119 mmHg and respiratory rate 24 breaths/min.","answer":"A","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 71 mmHg after a recent low of 64 mmHg below 65 mmHg; SpO2 came back to 90% after reaching 96%; the current values include MAP 71 mmHg and heart rate 97 bpm.","episode_id":"iv_000088","anchor_time":27.014444} {"id":"MED_iv_000088_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 came back to 90% after reaching 96%; urine output most recently reached 40 mL after low intervals down to 25 mL; the latest bedside set shows heart rate 97 bpm and MAP 71 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Diastolic BP recovered to 54 mmHg after a recent low of 46 mmHg below 50 mmHg; SpO2 came back to 90% after reaching 96%; the last snapshot shows systolic BP 119 mmHg with respiratory rate 24 breaths/min.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Diastolic BP recovered to 54 mmHg after a recent low of 46 mmHg below 50 mmHg; SpO2 came back to 90% after reaching 96%; the most recent entries show systolic BP 119 mmHg and respiratory rate 24 breaths/min.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 came back to 90% after reaching 96%; urine output most recently reached 40 mL after low intervals down to 25 mL; the current values include heart rate 97 bpm and MAP 71 mmHg.","answer":"C","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Diastolic BP recovered to 54 mmHg after a recent low of 46 mmHg below 50 mmHg; SpO2 came back to 90% after reaching 96%; the most recent entries show systolic BP 119 mmHg and respiratory rate 24 breaths/min.","episode_id":"iv_000088","anchor_time":27.014444} {"id":"MED_iv_000089_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest MAP is 83 mmHg; the latest systolic BP is 127 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. No strong recent threshold breach is recorded in the available variables; the latest MAP is 83 mmHg; the latest heart rate is 94 bpm.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. No strong recent threshold breach is recorded in the available variables; the latest MAP is 83 mmHg; the latest heart rate is 94 bpm.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. No strong recent threshold breach is recorded in the available variables; the latest MAP is 83 mmHg; the latest systolic BP is 127 mmHg.","answer":"A","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest MAP is 83 mmHg; the latest systolic BP is 127 mmHg.","episode_id":"iv_000089","anchor_time":26.875556} {"id":"MED_iv_000090_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Diastolic BP recovered to 40 mmHg after a recent low of 37 mmHg below 50 mmHg; SpO2 varied between 88% and 99%, with the latest value 97%; the latest bedside set shows MAP 66 mmHg and heart rate 70 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 66 mmHg after a recent low of 59 mmHg below 65 mmHg; diastolic BP recovered to 40 mmHg after a recent low of 37 mmHg below 50 mmHg; the last snapshot shows MAP 66 mmHg with systolic BP 148 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Diastolic BP recovered to 40 mmHg after a recent low of 37 mmHg below 50 mmHg; SpO2 varied between 88% and 99%, with the latest value 97%; the current values include MAP 66 mmHg and heart rate 70 bpm.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. MAP recovered to 66 mmHg after a recent low of 59 mmHg below 65 mmHg; diastolic BP recovered to 40 mmHg after a recent low of 37 mmHg below 50 mmHg; the most recent entries show MAP 66 mmHg and systolic BP 148 mmHg.","answer":"B","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 66 mmHg after a recent low of 59 mmHg below 65 mmHg; diastolic BP recovered to 40 mmHg after a recent low of 37 mmHg below 50 mmHg; the last snapshot shows MAP 66 mmHg with systolic BP 148 mmHg.","episode_id":"iv_000090","anchor_time":71.728333} {"id":"MED_iv_000090_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Diastolic BP recovered to 40 mmHg after a recent low of 37 mmHg below 50 mmHg; SpO2 varied between 88% and 99%, with the latest value 97%; the latest bedside set shows MAP 66 mmHg and heart rate 70 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Diastolic BP recovered to 40 mmHg after a recent low of 37 mmHg below 50 mmHg; SpO2 varied between 88% and 99%, with the latest value 97%; the current values include MAP 66 mmHg and heart rate 70 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. MAP recovered to 66 mmHg after a recent low of 59 mmHg below 65 mmHg; SpO2 varied between 88% and 99%, with the latest value 97%; the most recent entries show systolic BP 148 mmHg and respiratory rate 23 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. MAP recovered to 66 mmHg after a recent low of 59 mmHg below 65 mmHg; SpO2 varied between 88% and 99%, with the latest value 97%; the last snapshot shows systolic BP 148 mmHg with respiratory rate 23 breaths/min.","answer":"B","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Diastolic BP recovered to 40 mmHg after a recent low of 37 mmHg below 50 mmHg; SpO2 varied between 88% and 99%, with the latest value 97%; the current values include MAP 66 mmHg and heart rate 70 bpm.","episode_id":"iv_000090","anchor_time":71.728333} {"id":"MED_iv_000090_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 varied between 88% and 99%, with the latest value 97%; urine output most recently reached 120 mL after low intervals down to 20 mL; the latest bedside set shows heart rate 70 bpm and MAP 66 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. MAP recovered to 66 mmHg after a recent low of 59 mmHg below 65 mmHg; SpO2 varied between 88% and 99%, with the latest value 97%; the last snapshot shows systolic BP 148 mmHg with respiratory rate 23 breaths/min.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 varied between 88% and 99%, with the latest value 97%; urine output most recently reached 120 mL after low intervals down to 20 mL; the most recent entries show heart rate 70 bpm and MAP 66 mmHg.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 66 mmHg after a recent low of 59 mmHg below 65 mmHg; SpO2 varied between 88% and 99%, with the latest value 97%; the current values include systolic BP 148 mmHg and respiratory rate 23 breaths/min.","answer":"D","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 66 mmHg after a recent low of 59 mmHg below 65 mmHg; SpO2 varied between 88% and 99%, with the latest value 97%; the current values include systolic BP 148 mmHg and respiratory rate 23 breaths/min.","episode_id":"iv_000090","anchor_time":71.728333} {"id":"MED_iv_000091_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate varied between 11 breaths/min and 31 breaths/min, with the latest value 18 breaths/min; the recent WBC reading was 13.5 K/uL; the last snapshot shows systolic BP 151 mmHg with respiratory rate 18 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate varied between 11 breaths/min and 31 breaths/min, with the latest value 18 breaths/min; the recent WBC reading was 13.5 K/uL; the most recent entries show systolic BP 151 mmHg and respiratory rate 18 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. The recent WBC reading was 13.5 K/uL; the latest MAP is 112 mmHg; the latest heart rate is 85 bpm.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. The recent WBC reading was 13.5 K/uL; the latest MAP is 112 mmHg; the latest heart rate is 85 bpm.","answer":"C","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. The recent WBC reading was 13.5 K/uL; the latest MAP is 112 mmHg; the latest heart rate is 85 bpm.","episode_id":"iv_000091","anchor_time":104.613333} {"id":"MED_iv_000091_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate varied between 11 breaths/min and 31 breaths/min, with the latest value 18 breaths/min; the recent WBC reading was 13.5 K/uL; the most recent entries show MAP 112 mmHg and systolic BP 151 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 11 breaths/min and 31 breaths/min, with the latest value 18 breaths/min; the recent WBC reading was 13.5 K/uL; the latest bedside set shows heart rate 85 bpm and MAP 112 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate varied between 11 breaths/min and 31 breaths/min, with the latest value 18 breaths/min; the recent WBC reading was 13.5 K/uL; the current values include heart rate 85 bpm and MAP 112 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate varied between 11 breaths/min and 31 breaths/min, with the latest value 18 breaths/min; the recent WBC reading was 13.5 K/uL; the last snapshot shows MAP 112 mmHg with systolic BP 151 mmHg.","answer":"B","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 11 breaths/min and 31 breaths/min, with the latest value 18 breaths/min; the recent WBC reading was 13.5 K/uL; the latest bedside set shows heart rate 85 bpm and MAP 112 mmHg.","episode_id":"iv_000091","anchor_time":104.613333} {"id":"MED_iv_000092_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Systolic BP recovered to 91 mmHg after a recent low of 91 mmHg below 90 mmHg; the recent WBC reading was 20.1 K/uL; the latest bedside set shows MAP 65 mmHg and systolic BP 91 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. The recent WBC reading was 20.1 K/uL; the latest MAP is 65 mmHg; the latest heart rate is 73 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Systolic BP recovered to 91 mmHg after a recent low of 91 mmHg below 90 mmHg; the recent WBC reading was 20.1 K/uL; the most recent entries show MAP 65 mmHg and systolic BP 91 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. The recent WBC reading was 20.1 K/uL; the latest MAP is 65 mmHg; the latest heart rate is 73 bpm.","answer":"A","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Systolic BP recovered to 91 mmHg after a recent low of 91 mmHg below 90 mmHg; the recent WBC reading was 20.1 K/uL; the latest bedside set shows MAP 65 mmHg and systolic BP 91 mmHg.","episode_id":"iv_000092","anchor_time":30.127222} {"id":"MED_iv_000092_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 20.1 K/uL; the latest MAP is 65 mmHg; the latest heart rate is 73 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Systolic BP recovered to 91 mmHg after a recent low of 91 mmHg below 90 mmHg; the recent WBC reading was 20.1 K/uL; the most recent entries show systolic BP 91 mmHg and respiratory rate 23 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 20.1 K/uL; the latest MAP is 65 mmHg; the latest heart rate is 73 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Systolic BP recovered to 91 mmHg after a recent low of 91 mmHg below 90 mmHg; the recent WBC reading was 20.1 K/uL; the last snapshot shows systolic BP 91 mmHg with respiratory rate 23 breaths/min.","answer":"A","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 20.1 K/uL; the latest MAP is 65 mmHg; the latest heart rate is 73 bpm.","episode_id":"iv_000092","anchor_time":30.127222} {"id":"MED_iv_000095_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 85% and 99%, with the latest value 97%; respiratory rate varied between 10 breaths/min and 21 breaths/min, with the latest value 16 breaths/min; the latest bedside set shows MAP 54 mmHg and heart rate 75 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 85% and 99%, with the latest value 97%; respiratory rate varied between 10 breaths/min and 21 breaths/min, with the latest value 16 breaths/min; the current values include MAP 54 mmHg and heart rate 75 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 54 mmHg after a recent low of 54 mmHg below 65 mmHg; respiratory rate varied between 10 breaths/min and 21 breaths/min, with the latest value 16 breaths/min; the last snapshot shows systolic BP 88 mmHg with respiratory rate 16 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. MAP recovered to 54 mmHg after a recent low of 54 mmHg below 65 mmHg; respiratory rate varied between 10 breaths/min and 21 breaths/min, with the latest value 16 breaths/min; the most recent entries show systolic BP 88 mmHg and respiratory rate 16 breaths/min.","answer":"B","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 85% and 99%, with the latest value 97%; respiratory rate varied between 10 breaths/min and 21 breaths/min, with the latest value 16 breaths/min; the current values include MAP 54 mmHg and heart rate 75 bpm.","episode_id":"iv_000095","anchor_time":24.589444} {"id":"MED_iv_000095_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 54 mmHg after a recent low of 54 mmHg below 65 mmHg; respiratory rate varied between 10 breaths/min and 21 breaths/min, with the latest value 16 breaths/min; the last snapshot shows systolic BP 88 mmHg with respiratory rate 16 breaths/min.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 varied between 85% and 99%, with the latest value 97%; respiratory rate varied between 10 breaths/min and 21 breaths/min, with the latest value 16 breaths/min; the latest bedside set shows heart rate 75 bpm and MAP 54 mmHg.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. MAP recovered to 54 mmHg after a recent low of 54 mmHg below 65 mmHg; respiratory rate varied between 10 breaths/min and 21 breaths/min, with the latest value 16 breaths/min; the most recent entries show systolic BP 88 mmHg and respiratory rate 16 breaths/min.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 85% and 99%, with the latest value 97%; respiratory rate varied between 10 breaths/min and 21 breaths/min, with the latest value 16 breaths/min; the current values include heart rate 75 bpm and MAP 54 mmHg.","answer":"C","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. MAP recovered to 54 mmHg after a recent low of 54 mmHg below 65 mmHg; respiratory rate varied between 10 breaths/min and 21 breaths/min, with the latest value 16 breaths/min; the most recent entries show systolic BP 88 mmHg and respiratory rate 16 breaths/min.","episode_id":"iv_000095","anchor_time":24.589444} {"id":"MED_iv_000099_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest MAP is 69 mmHg; the latest systolic BP is 122 mmHg.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. No strong recent threshold breach is recorded in the available variables; the latest MAP is 69 mmHg; the latest heart rate is 63 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. No strong recent threshold breach is recorded in the available variables; the latest MAP is 69 mmHg; the latest systolic BP is 122 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. No strong recent threshold breach is recorded in the available variables; the latest MAP is 69 mmHg; the latest heart rate is 63 bpm.","answer":"C","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. No strong recent threshold breach is recorded in the available variables; the latest MAP is 69 mmHg; the latest systolic BP is 122 mmHg.","episode_id":"iv_000099","anchor_time":167.483333} {"id":"MED_iv_000099_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 122 mmHg; the latest respiratory rate is 14 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. No strong recent threshold breach is recorded in the available variables; the latest MAP is 69 mmHg; the latest heart rate is 63 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. No strong recent threshold breach is recorded in the available variables; the latest MAP is 69 mmHg; the latest heart rate is 63 bpm.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 122 mmHg; the latest respiratory rate is 14 breaths/min.","answer":"B","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. No strong recent threshold breach is recorded in the available variables; the latest MAP is 69 mmHg; the latest heart rate is 63 bpm.","episode_id":"iv_000099","anchor_time":167.483333} {"id":"MED_iv_000099_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 63 bpm; the latest MAP is 69 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 63 bpm; the latest MAP is 69 mmHg.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 122 mmHg; the latest respiratory rate is 14 breaths/min.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 122 mmHg; the latest respiratory rate is 14 breaths/min.","answer":"C","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 122 mmHg; the latest respiratory rate is 14 breaths/min.","episode_id":"iv_000099","anchor_time":167.483333} {"id":"MED_iv_000100_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 57 mmHg after a recent low of 57 mmHg below 65 mmHg; SpO2 varied between 85% and 97%, with the latest value 95%; the most recent entries show MAP 57 mmHg and systolic BP 93 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate varied between 50 bpm and 88 bpm, with the latest value 72 bpm; systolic BP recovered to 93 mmHg after a recent low of 93 mmHg below 90 mmHg; the current values include heart rate 72 bpm and MAP 57 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Heart rate varied between 50 bpm and 88 bpm, with the latest value 72 bpm; systolic BP recovered to 93 mmHg after a recent low of 93 mmHg below 90 mmHg; the latest bedside set shows heart rate 72 bpm and MAP 57 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 57 mmHg after a recent low of 57 mmHg below 65 mmHg; SpO2 varied between 85% and 97%, with the latest value 95%; the last snapshot shows MAP 57 mmHg with systolic BP 93 mmHg.","answer":"C","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Heart rate varied between 50 bpm and 88 bpm, with the latest value 72 bpm; systolic BP recovered to 93 mmHg after a recent low of 93 mmHg below 90 mmHg; the latest bedside set shows heart rate 72 bpm and MAP 57 mmHg.","episode_id":"iv_000100","anchor_time":69.813056} {"id":"MED_iv_000101_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate returned to 50 bpm after reaching 111 bpm; SpO2 came back to 92% after reaching 94%; the last snapshot shows MAP 137 mmHg with systolic BP 195 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Heart rate returned to 50 bpm after reaching 111 bpm; SpO2 came back to 92% after reaching 94%; the most recent entries show MAP 137 mmHg and systolic BP 195 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 came back to 92% after reaching 94%; the latest MAP is 137 mmHg; the latest heart rate is 50 bpm.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 came back to 92% after reaching 94%; the latest MAP is 137 mmHg; the latest heart rate is 50 bpm.","answer":"A","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate returned to 50 bpm after reaching 111 bpm; SpO2 came back to 92% after reaching 94%; the last snapshot shows MAP 137 mmHg with systolic BP 195 mmHg.","episode_id":"iv_000101","anchor_time":72.8} {"id":"MED_iv_000101_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Heart rate returned to 50 bpm after reaching 111 bpm; SpO2 came back to 92% after reaching 94%; the most recent entries show systolic BP 195 mmHg and respiratory rate 23 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 came back to 92% after reaching 94%; the latest MAP is 137 mmHg; the latest heart rate is 50 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Heart rate returned to 50 bpm after reaching 111 bpm; SpO2 came back to 92% after reaching 94%; the current values include systolic BP 195 mmHg and respiratory rate 23 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 came back to 92% after reaching 94%; the latest MAP is 137 mmHg; the latest heart rate is 50 bpm.","answer":"B","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 came back to 92% after reaching 94%; the latest MAP is 137 mmHg; the latest heart rate is 50 bpm.","episode_id":"iv_000101","anchor_time":72.8} {"id":"MED_iv_000101_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate returned to 50 bpm after reaching 111 bpm; SpO2 came back to 92% after reaching 94%; the last snapshot shows systolic BP 195 mmHg with respiratory rate 23 breaths/min.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Heart rate returned to 50 bpm after reaching 111 bpm; SpO2 came back to 92% after reaching 94%; the current values include heart rate 50 bpm and MAP 137 mmHg.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate returned to 50 bpm after reaching 111 bpm; SpO2 came back to 92% after reaching 94%; the most recent entries show systolic BP 195 mmHg and respiratory rate 23 breaths/min.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Heart rate returned to 50 bpm after reaching 111 bpm; SpO2 came back to 92% after reaching 94%; the latest bedside set shows heart rate 50 bpm and MAP 137 mmHg.","answer":"C","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate returned to 50 bpm after reaching 111 bpm; SpO2 came back to 92% after reaching 94%; the most recent entries show systolic BP 195 mmHg and respiratory rate 23 breaths/min.","episode_id":"iv_000101","anchor_time":72.8} {"id":"MED_iv_000101_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate returned to 50 bpm after reaching 111 bpm; SpO2 came back to 92% after reaching 94%; the current values include heart rate 50 bpm and MAP 137 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate returned to 50 bpm after reaching 111 bpm; SpO2 came back to 92% after reaching 94%; the most recent entries show MAP 137 mmHg and systolic BP 195 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Heart rate returned to 50 bpm after reaching 111 bpm; SpO2 came back to 92% after reaching 94%; the latest bedside set shows heart rate 50 bpm and MAP 137 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate returned to 50 bpm after reaching 111 bpm; SpO2 came back to 92% after reaching 94%; the last snapshot shows MAP 137 mmHg with systolic BP 195 mmHg.","answer":"C","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Heart rate returned to 50 bpm after reaching 111 bpm; SpO2 came back to 92% after reaching 94%; the latest bedside set shows heart rate 50 bpm and MAP 137 mmHg.","episode_id":"iv_000101","anchor_time":72.8} {"id":"MED_iv_000102_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Lactate ended at 6.1 mmol/L after dropping as low as 2.6 mmol/L; urine output most recently reached 5 mL after low intervals down to 2 mL; the most recent entries show MAP 67 mmHg and systolic BP 93 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Urine output most recently reached 5 mL after low intervals down to 2 mL; MAP recovered to 67 mmHg after a recent low of 63 mmHg below 65 mmHg; the latest bedside set shows MAP 67 mmHg and heart rate 164 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Lactate ended at 6.1 mmol/L after dropping as low as 2.6 mmol/L; urine output most recently reached 5 mL after low intervals down to 2 mL; the last snapshot shows MAP 67 mmHg with systolic BP 93 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Urine output most recently reached 5 mL after low intervals down to 2 mL; MAP recovered to 67 mmHg after a recent low of 63 mmHg below 65 mmHg; the current values include MAP 67 mmHg and heart rate 164 bpm.","answer":"C","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Lactate ended at 6.1 mmol/L after dropping as low as 2.6 mmol/L; urine output most recently reached 5 mL after low intervals down to 2 mL; the last snapshot shows MAP 67 mmHg with systolic BP 93 mmHg.","episode_id":"iv_000102","anchor_time":32.601111} {"id":"MED_iv_000102_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Systolic BP recovered to 93 mmHg after a recent low of 93 mmHg below 90 mmHg; WBC returned to 15.9 K/uL after reaching 16 K/uL; the current values include heart rate 164 bpm and MAP 67 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Lactate ended at 6.1 mmol/L after dropping as low as 2.6 mmol/L; urine output most recently reached 5 mL after low intervals down to 2 mL; the most recent entries show MAP 67 mmHg and systolic BP 93 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Lactate ended at 6.1 mmol/L after dropping as low as 2.6 mmol/L; urine output most recently reached 5 mL after low intervals down to 2 mL; the last snapshot shows MAP 67 mmHg with systolic BP 93 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Systolic BP recovered to 93 mmHg after a recent low of 93 mmHg below 90 mmHg; WBC returned to 15.9 K/uL after reaching 16 K/uL; the latest bedside set shows heart rate 164 bpm and MAP 67 mmHg.","answer":"D","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Systolic BP recovered to 93 mmHg after a recent low of 93 mmHg below 90 mmHg; WBC returned to 15.9 K/uL after reaching 16 K/uL; the latest bedside set shows heart rate 164 bpm and MAP 67 mmHg.","episode_id":"iv_000102","anchor_time":32.601111} {"id":"MED_iv_000104_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 60 mL after low intervals down to 25 mL; diastolic BP recovered to 44 mmHg after a recent low of 44 mmHg below 50 mmHg; the latest bedside set shows heart rate 86 bpm and MAP 65 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. MAP recovered to 65 mmHg after a recent low of 62 mmHg below 65 mmHg; respiratory rate ended at 27 breaths/min after a recent low of 8 breaths/min; the last snapshot shows MAP 65 mmHg with systolic BP 121 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Urine output most recently reached 60 mL after low intervals down to 25 mL; diastolic BP recovered to 44 mmHg after a recent low of 44 mmHg below 50 mmHg; the current values include heart rate 86 bpm and MAP 65 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. MAP recovered to 65 mmHg after a recent low of 62 mmHg below 65 mmHg; respiratory rate ended at 27 breaths/min after a recent low of 8 breaths/min; the most recent entries show MAP 65 mmHg and systolic BP 121 mmHg.","answer":"A","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 60 mL after low intervals down to 25 mL; diastolic BP recovered to 44 mmHg after a recent low of 44 mmHg below 50 mmHg; the latest bedside set shows heart rate 86 bpm and MAP 65 mmHg.","episode_id":"iv_000104","anchor_time":24.394167} {"id":"MED_iv_000105_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 came back to 91% after reaching 96%; the latest MAP is 97 mmHg; the latest heart rate is 94 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate varied between 20 breaths/min and 27 breaths/min, with the latest value 26 breaths/min; SpO2 came back to 91% after reaching 96%; the last snapshot shows MAP 97 mmHg with systolic BP 132 mmHg.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 came back to 91% after reaching 96%; the latest MAP is 97 mmHg; the latest heart rate is 94 bpm.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate varied between 20 breaths/min and 27 breaths/min, with the latest value 26 breaths/min; SpO2 came back to 91% after reaching 96%; the most recent entries show MAP 97 mmHg and systolic BP 132 mmHg.","answer":"B","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate varied between 20 breaths/min and 27 breaths/min, with the latest value 26 breaths/min; SpO2 came back to 91% after reaching 96%; the last snapshot shows MAP 97 mmHg with systolic BP 132 mmHg.","episode_id":"iv_000105","anchor_time":90.224167} {"id":"MED_iv_000105_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate varied between 20 breaths/min and 27 breaths/min, with the latest value 26 breaths/min; SpO2 came back to 91% after reaching 96%; the current values include systolic BP 132 mmHg and respiratory rate 26 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate varied between 20 breaths/min and 27 breaths/min, with the latest value 26 breaths/min; SpO2 came back to 91% after reaching 96%; the most recent entries show systolic BP 132 mmHg and respiratory rate 26 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 came back to 91% after reaching 96%; the latest MAP is 97 mmHg; the latest heart rate is 94 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 came back to 91% after reaching 96%; the latest MAP is 97 mmHg; the latest heart rate is 94 bpm.","answer":"D","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 came back to 91% after reaching 96%; the latest MAP is 97 mmHg; the latest heart rate is 94 bpm.","episode_id":"iv_000105","anchor_time":90.224167} {"id":"MED_iv_000105_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate varied between 20 breaths/min and 27 breaths/min, with the latest value 26 breaths/min; SpO2 came back to 91% after reaching 96%; the latest bedside set shows heart rate 94 bpm and MAP 97 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate varied between 20 breaths/min and 27 breaths/min, with the latest value 26 breaths/min; SpO2 came back to 91% after reaching 96%; the most recent entries show systolic BP 132 mmHg and respiratory rate 26 breaths/min.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 20 breaths/min and 27 breaths/min, with the latest value 26 breaths/min; SpO2 came back to 91% after reaching 96%; the current values include heart rate 94 bpm and MAP 97 mmHg.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate varied between 20 breaths/min and 27 breaths/min, with the latest value 26 breaths/min; SpO2 came back to 91% after reaching 96%; the last snapshot shows systolic BP 132 mmHg with respiratory rate 26 breaths/min.","answer":"B","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate varied between 20 breaths/min and 27 breaths/min, with the latest value 26 breaths/min; SpO2 came back to 91% after reaching 96%; the most recent entries show systolic BP 132 mmHg and respiratory rate 26 breaths/min.","episode_id":"iv_000105","anchor_time":90.224167} {"id":"MED_iv_000105_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate varied between 20 breaths/min and 27 breaths/min, with the latest value 26 breaths/min; SpO2 came back to 91% after reaching 96%; the most recent entries show MAP 97 mmHg and systolic BP 132 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 20 breaths/min and 27 breaths/min, with the latest value 26 breaths/min; SpO2 came back to 91% after reaching 96%; the latest bedside set shows heart rate 94 bpm and MAP 97 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate varied between 20 breaths/min and 27 breaths/min, with the latest value 26 breaths/min; SpO2 came back to 91% after reaching 96%; the current values include heart rate 94 bpm and MAP 97 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate varied between 20 breaths/min and 27 breaths/min, with the latest value 26 breaths/min; SpO2 came back to 91% after reaching 96%; the last snapshot shows MAP 97 mmHg with systolic BP 132 mmHg.","answer":"B","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 20 breaths/min and 27 breaths/min, with the latest value 26 breaths/min; SpO2 came back to 91% after reaching 96%; the latest bedside set shows heart rate 94 bpm and MAP 97 mmHg.","episode_id":"iv_000105","anchor_time":90.224167} {"id":"MED_iv_000106_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Heart rate varied between 50 bpm and 100 bpm, with the latest value 91 bpm; the recent WBC reading was 12.2 K/uL; the latest bedside set shows MAP 96 mmHg and heart rate 91 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Heart rate varied between 50 bpm and 100 bpm, with the latest value 91 bpm; the recent WBC reading was 12.2 K/uL; the current values include MAP 96 mmHg and heart rate 91 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 88% and 100%, with the latest value 96%; heart rate varied between 50 bpm and 100 bpm, with the latest value 91 bpm; the last snapshot shows MAP 96 mmHg with systolic BP 134 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 varied between 88% and 100%, with the latest value 96%; heart rate varied between 50 bpm and 100 bpm, with the latest value 91 bpm; the most recent entries show MAP 96 mmHg and systolic BP 134 mmHg.","answer":"C","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 88% and 100%, with the latest value 96%; heart rate varied between 50 bpm and 100 bpm, with the latest value 91 bpm; the last snapshot shows MAP 96 mmHg with systolic BP 134 mmHg.","episode_id":"iv_000106","anchor_time":33.45} {"id":"MED_iv_000106_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Heart rate varied between 50 bpm and 100 bpm, with the latest value 91 bpm; the recent WBC reading was 12.2 K/uL; the current values include MAP 96 mmHg and heart rate 91 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 88% and 100%, with the latest value 96%; the recent WBC reading was 12.2 K/uL; the last snapshot shows systolic BP 134 mmHg with respiratory rate 23 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 varied between 88% and 100%, with the latest value 96%; the recent WBC reading was 12.2 K/uL; the most recent entries show systolic BP 134 mmHg and respiratory rate 23 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate varied between 50 bpm and 100 bpm, with the latest value 91 bpm; the recent WBC reading was 12.2 K/uL; the latest bedside set shows MAP 96 mmHg and heart rate 91 bpm.","answer":"A","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Heart rate varied between 50 bpm and 100 bpm, with the latest value 91 bpm; the recent WBC reading was 12.2 K/uL; the current values include MAP 96 mmHg and heart rate 91 bpm.","episode_id":"iv_000106","anchor_time":33.45} {"id":"MED_iv_000106_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate varied between 50 bpm and 100 bpm, with the latest value 91 bpm; the recent WBC reading was 12.2 K/uL; the latest bedside set shows heart rate 91 bpm and MAP 96 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate varied between 50 bpm and 100 bpm, with the latest value 91 bpm; the recent WBC reading was 12.2 K/uL; the current values include heart rate 91 bpm and MAP 96 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 88% and 100%, with the latest value 96%; heart rate varied between 50 bpm and 100 bpm, with the latest value 91 bpm; the last snapshot shows MAP 96 mmHg with systolic BP 134 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 88% and 100%, with the latest value 96%; heart rate varied between 50 bpm and 100 bpm, with the latest value 91 bpm; the most recent entries show MAP 96 mmHg and systolic BP 134 mmHg.","answer":"A","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate varied between 50 bpm and 100 bpm, with the latest value 91 bpm; the recent WBC reading was 12.2 K/uL; the latest bedside set shows heart rate 91 bpm and MAP 96 mmHg.","episode_id":"iv_000106","anchor_time":33.45} {"id":"MED_iv_000108_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate ended at 28 breaths/min after a recent low of 23 breaths/min; the recent WBC reading was 12.7 K/uL; the most recent entries show systolic BP 103 mmHg and respiratory rate 28 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate ended at 28 breaths/min after a recent low of 23 breaths/min; the recent WBC reading was 12.7 K/uL; the last snapshot shows systolic BP 103 mmHg with respiratory rate 28 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 30 mL after low intervals down to 30 mL; the recent WBC reading was 12.7 K/uL; the latest bedside set shows MAP 69 mmHg and heart rate 79 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Urine output most recently reached 30 mL after low intervals down to 30 mL; the recent WBC reading was 12.7 K/uL; the current values include MAP 69 mmHg and heart rate 79 bpm.","answer":"D","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Urine output most recently reached 30 mL after low intervals down to 30 mL; the recent WBC reading was 12.7 K/uL; the current values include MAP 69 mmHg and heart rate 79 bpm.","episode_id":"iv_000108","anchor_time":79.633611} {"id":"MED_iv_000111_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Systolic BP recovered to 95 mmHg after a recent low of 95 mmHg below 90 mmHg; the recent WBC reading was 13.3 K/uL; the most recent entries show systolic BP 95 mmHg and respiratory rate 16 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Systolic BP recovered to 95 mmHg after a recent low of 95 mmHg below 90 mmHg; the recent WBC reading was 13.3 K/uL; the last snapshot shows systolic BP 95 mmHg with respiratory rate 16 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. The recent WBC reading was 13.3 K/uL; the latest MAP is 81 mmHg; the latest heart rate is 81 bpm.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. The recent WBC reading was 13.3 K/uL; the latest MAP is 81 mmHg; the latest heart rate is 81 bpm.","answer":"C","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. The recent WBC reading was 13.3 K/uL; the latest MAP is 81 mmHg; the latest heart rate is 81 bpm.","episode_id":"iv_000111","anchor_time":43.601944} {"id":"MED_iv_000111_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Systolic BP recovered to 95 mmHg after a recent low of 95 mmHg below 90 mmHg; the recent WBC reading was 13.3 K/uL; the last snapshot shows systolic BP 95 mmHg with respiratory rate 16 breaths/min.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Systolic BP recovered to 95 mmHg after a recent low of 95 mmHg below 90 mmHg; the recent WBC reading was 13.3 K/uL; the latest bedside set shows heart rate 81 bpm and MAP 81 mmHg.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Systolic BP recovered to 95 mmHg after a recent low of 95 mmHg below 90 mmHg; the recent WBC reading was 13.3 K/uL; the most recent entries show systolic BP 95 mmHg and respiratory rate 16 breaths/min.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Systolic BP recovered to 95 mmHg after a recent low of 95 mmHg below 90 mmHg; the recent WBC reading was 13.3 K/uL; the current values include heart rate 81 bpm and MAP 81 mmHg.","answer":"C","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Systolic BP recovered to 95 mmHg after a recent low of 95 mmHg below 90 mmHg; the recent WBC reading was 13.3 K/uL; the most recent entries show systolic BP 95 mmHg and respiratory rate 16 breaths/min.","episode_id":"iv_000111","anchor_time":43.601944} {"id":"MED_iv_000112_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest MAP is 84 mmHg; the latest heart rate is 95 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. No strong recent threshold breach is recorded in the available variables; the latest MAP is 84 mmHg; the latest systolic BP is 118 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. No strong recent threshold breach is recorded in the available variables; the latest MAP is 84 mmHg; the latest systolic BP is 118 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. No strong recent threshold breach is recorded in the available variables; the latest MAP is 84 mmHg; the latest heart rate is 95 bpm.","answer":"C","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. No strong recent threshold breach is recorded in the available variables; the latest MAP is 84 mmHg; the latest systolic BP is 118 mmHg.","episode_id":"iv_000112","anchor_time":119.647222} {"id":"MED_iv_000112_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. No strong recent threshold breach is recorded in the available variables; the latest MAP is 84 mmHg; the latest heart rate is 95 bpm.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 118 mmHg; the latest respiratory rate is 24 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. No strong recent threshold breach is recorded in the available variables; the latest MAP is 84 mmHg; the latest heart rate is 95 bpm.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 118 mmHg; the latest respiratory rate is 24 breaths/min.","answer":"A","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. No strong recent threshold breach is recorded in the available variables; the latest MAP is 84 mmHg; the latest heart rate is 95 bpm.","episode_id":"iv_000112","anchor_time":119.647222} {"id":"MED_iv_000112_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 95 bpm; the latest MAP is 84 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 118 mmHg; the latest respiratory rate is 24 breaths/min.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 95 bpm; the latest MAP is 84 mmHg.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 118 mmHg; the latest respiratory rate is 24 breaths/min.","answer":"B","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 118 mmHg; the latest respiratory rate is 24 breaths/min.","episode_id":"iv_000112","anchor_time":119.647222} {"id":"MED_iv_000113_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 400 mL after low intervals down to 10 mL; the latest MAP is 90 mmHg; the latest systolic BP is 149 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Urine output most recently reached 400 mL after low intervals down to 10 mL; the latest MAP is 90 mmHg; the latest systolic BP is 149 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Urine output most recently reached 400 mL after low intervals down to 10 mL; the latest heart rate is 70 bpm; the latest MAP is 90 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Urine output most recently reached 400 mL after low intervals down to 10 mL; the latest heart rate is 70 bpm; the latest MAP is 90 mmHg.","answer":"D","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Urine output most recently reached 400 mL after low intervals down to 10 mL; the latest heart rate is 70 bpm; the latest MAP is 90 mmHg.","episode_id":"iv_000113","anchor_time":85.7} {"id":"MED_iv_000114_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 40 mL after low intervals down to 30 mL; the recent WBC reading was 14.7 K/uL; the latest bedside set shows heart rate 81 bpm and MAP 78 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Urine output most recently reached 40 mL after low intervals down to 30 mL; the recent WBC reading was 14.7 K/uL; the current values include heart rate 81 bpm and MAP 78 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 85% and 98%, with the latest value 94%; respiratory rate ended at 25 breaths/min after a recent low of 19 breaths/min; the last snapshot shows MAP 78 mmHg with systolic BP 111 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 85% and 98%, with the latest value 94%; respiratory rate ended at 25 breaths/min after a recent low of 19 breaths/min; the most recent entries show MAP 78 mmHg and systolic BP 111 mmHg.","answer":"A","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 40 mL after low intervals down to 30 mL; the recent WBC reading was 14.7 K/uL; the latest bedside set shows heart rate 81 bpm and MAP 78 mmHg.","episode_id":"iv_000114","anchor_time":27.686667} {"id":"MED_iv_000116_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 ended at 97% after dropping as low as 91%; the latest MAP is 98 mmHg; the latest heart rate is 71 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 ended at 97% after dropping as low as 91%; the latest MAP is 98 mmHg; the latest heart rate is 71 bpm.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 ended at 97% after dropping as low as 91%; the latest MAP is 98 mmHg; the latest systolic BP is 148 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 ended at 97% after dropping as low as 91%; the latest MAP is 98 mmHg; the latest systolic BP is 148 mmHg.","answer":"C","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 ended at 97% after dropping as low as 91%; the latest MAP is 98 mmHg; the latest systolic BP is 148 mmHg.","episode_id":"iv_000116","anchor_time":137.931667} {"id":"MED_iv_000116_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 ended at 97% after dropping as low as 91%; the latest MAP is 98 mmHg; the latest systolic BP is 148 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 ended at 97% after dropping as low as 91%; the latest MAP is 98 mmHg; the latest systolic BP is 148 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 ended at 97% after dropping as low as 91%; the latest heart rate is 71 bpm; the latest MAP is 98 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 ended at 97% after dropping as low as 91%; the latest heart rate is 71 bpm; the latest MAP is 98 mmHg.","answer":"D","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 ended at 97% after dropping as low as 91%; the latest heart rate is 71 bpm; the latest MAP is 98 mmHg.","episode_id":"iv_000116","anchor_time":137.931667} {"id":"MED_iv_000117_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 came back to 90% after reaching 98%; the latest systolic BP is 118 mmHg; the latest respiratory rate is 16 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 came back to 90% after reaching 98%; the latest systolic BP is 118 mmHg; the latest respiratory rate is 16 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 came back to 90% after reaching 98%; the latest MAP is 92 mmHg; the latest heart rate is 59 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 came back to 90% after reaching 98%; the latest MAP is 92 mmHg; the latest heart rate is 59 bpm.","answer":"D","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 came back to 90% after reaching 98%; the latest MAP is 92 mmHg; the latest heart rate is 59 bpm.","episode_id":"iv_000117","anchor_time":66.166667} {"id":"MED_iv_000117_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 came back to 90% after reaching 98%; the latest MAP is 92 mmHg; the latest systolic BP is 118 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 came back to 90% after reaching 98%; the latest MAP is 92 mmHg; the latest systolic BP is 118 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 came back to 90% after reaching 98%; the latest heart rate is 59 bpm; the latest MAP is 92 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 came back to 90% after reaching 98%; the latest heart rate is 59 bpm; the latest MAP is 92 mmHg.","answer":"C","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 came back to 90% after reaching 98%; the latest heart rate is 59 bpm; the latest MAP is 92 mmHg.","episode_id":"iv_000117","anchor_time":66.166667} {"id":"MED_iv_000118_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. No strong recent threshold breach is recorded in the available variables; the latest MAP is 85 mmHg; the latest heart rate is 106 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. No strong recent threshold breach is recorded in the available variables; the latest MAP is 85 mmHg; the latest heart rate is 106 bpm.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. No strong recent threshold breach is recorded in the available variables; the latest MAP is 85 mmHg; the latest systolic BP is 121 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. No strong recent threshold breach is recorded in the available variables; the latest MAP is 85 mmHg; the latest systolic BP is 121 mmHg.","answer":"C","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. No strong recent threshold breach is recorded in the available variables; the latest MAP is 85 mmHg; the latest systolic BP is 121 mmHg.","episode_id":"iv_000118","anchor_time":139.016667} {"id":"MED_iv_000118_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 121 mmHg; the latest respiratory rate is 18 breaths/min.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 106 bpm; the latest MAP is 85 mmHg.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 121 mmHg; the latest respiratory rate is 18 breaths/min.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 106 bpm; the latest MAP is 85 mmHg.","answer":"C","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 121 mmHg; the latest respiratory rate is 18 breaths/min.","episode_id":"iv_000118","anchor_time":139.016667} {"id":"MED_iv_000119_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 ended at 98% after dropping as low as 85%; heart rate varied between 50 bpm and 104 bpm, with the latest value 96 bpm; the last snapshot shows systolic BP 111 mmHg with respiratory rate 29 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 50 mL after low intervals down to 30 mL; heart rate varied between 50 bpm and 104 bpm, with the latest value 96 bpm; the current values include MAP 81 mmHg and heart rate 96 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 ended at 98% after dropping as low as 85%; heart rate varied between 50 bpm and 104 bpm, with the latest value 96 bpm; the most recent entries show systolic BP 111 mmHg and respiratory rate 29 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Urine output most recently reached 50 mL after low intervals down to 30 mL; heart rate varied between 50 bpm and 104 bpm, with the latest value 96 bpm; the latest bedside set shows MAP 81 mmHg and heart rate 96 bpm.","answer":"B","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 50 mL after low intervals down to 30 mL; heart rate varied between 50 bpm and 104 bpm, with the latest value 96 bpm; the current values include MAP 81 mmHg and heart rate 96 bpm.","episode_id":"iv_000119","anchor_time":24.900833} {"id":"MED_iv_000121_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate varied between 12 breaths/min and 30 breaths/min, with the latest value 22 breaths/min; SpO2 ended at 100% after dropping as low as 89%; the latest bedside set shows MAP 69 mmHg and heart rate 95 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 69 mmHg after a recent low of 63 mmHg below 65 mmHg; respiratory rate varied between 12 breaths/min and 30 breaths/min, with the latest value 22 breaths/min; the last snapshot shows MAP 69 mmHg with systolic BP 113 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 69 mmHg after a recent low of 63 mmHg below 65 mmHg; respiratory rate varied between 12 breaths/min and 30 breaths/min, with the latest value 22 breaths/min; the most recent entries show MAP 69 mmHg and systolic BP 113 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate varied between 12 breaths/min and 30 breaths/min, with the latest value 22 breaths/min; SpO2 ended at 100% after dropping as low as 89%; the current values include MAP 69 mmHg and heart rate 95 bpm.","answer":"B","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 69 mmHg after a recent low of 63 mmHg below 65 mmHg; respiratory rate varied between 12 breaths/min and 30 breaths/min, with the latest value 22 breaths/min; the last snapshot shows MAP 69 mmHg with systolic BP 113 mmHg.","episode_id":"iv_000121","anchor_time":191.191111} {"id":"MED_iv_000121_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate varied between 12 breaths/min and 30 breaths/min, with the latest value 22 breaths/min; SpO2 ended at 100% after dropping as low as 89%; the last snapshot shows MAP 69 mmHg with heart rate 95 bpm.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 12 breaths/min and 30 breaths/min, with the latest value 22 breaths/min; SpO2 ended at 100% after dropping as low as 89%; the latest bedside set shows MAP 69 mmHg and heart rate 95 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 69 mmHg after a recent low of 63 mmHg below 65 mmHg; SpO2 ended at 100% after dropping as low as 89%; the current values include systolic BP 113 mmHg and respiratory rate 22 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. MAP recovered to 69 mmHg after a recent low of 63 mmHg below 65 mmHg; SpO2 ended at 100% after dropping as low as 89%; the most recent entries show systolic BP 113 mmHg and respiratory rate 22 breaths/min.","answer":"A","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate varied between 12 breaths/min and 30 breaths/min, with the latest value 22 breaths/min; SpO2 ended at 100% after dropping as low as 89%; the last snapshot shows MAP 69 mmHg with heart rate 95 bpm.","episode_id":"iv_000121","anchor_time":191.191111} {"id":"MED_iv_000121_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 ended at 100% after dropping as low as 89%; urine output most recently reached 85 mL after low intervals down to 20 mL; the latest bedside set shows heart rate 95 bpm and MAP 69 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. MAP recovered to 69 mmHg after a recent low of 63 mmHg below 65 mmHg; respiratory rate varied between 12 breaths/min and 30 breaths/min, with the latest value 22 breaths/min; the last snapshot shows MAP 69 mmHg with systolic BP 113 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 ended at 100% after dropping as low as 89%; urine output most recently reached 85 mL after low intervals down to 20 mL; the current values include heart rate 95 bpm and MAP 69 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. MAP recovered to 69 mmHg after a recent low of 63 mmHg below 65 mmHg; respiratory rate varied between 12 breaths/min and 30 breaths/min, with the latest value 22 breaths/min; the most recent entries show MAP 69 mmHg and systolic BP 113 mmHg.","answer":"A","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 ended at 100% after dropping as low as 89%; urine output most recently reached 85 mL after low intervals down to 20 mL; the latest bedside set shows heart rate 95 bpm and MAP 69 mmHg.","episode_id":"iv_000121","anchor_time":191.191111} {"id":"MED_iv_000122_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate ended at 17 breaths/min after a recent low of 10 breaths/min; the latest MAP is 113 mmHg; the latest systolic BP is 133 mmHg.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate ended at 17 breaths/min after a recent low of 10 breaths/min; the latest MAP is 113 mmHg; the latest systolic BP is 133 mmHg.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate ended at 17 breaths/min after a recent low of 10 breaths/min; the latest MAP is 113 mmHg; the latest heart rate is 78 bpm.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate ended at 17 breaths/min after a recent low of 10 breaths/min; the latest MAP is 113 mmHg; the latest heart rate is 78 bpm.","answer":"B","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate ended at 17 breaths/min after a recent low of 10 breaths/min; the latest MAP is 113 mmHg; the latest systolic BP is 133 mmHg.","episode_id":"iv_000122","anchor_time":49.083333} {"id":"MED_iv_000122_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate ended at 17 breaths/min after a recent low of 10 breaths/min; the latest systolic BP is 133 mmHg; the latest respiratory rate is 17 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate ended at 17 breaths/min after a recent low of 10 breaths/min; the latest systolic BP is 133 mmHg; the latest respiratory rate is 17 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate ended at 17 breaths/min after a recent low of 10 breaths/min; the latest MAP is 113 mmHg; the latest heart rate is 78 bpm.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate ended at 17 breaths/min after a recent low of 10 breaths/min; the latest MAP is 113 mmHg; the latest heart rate is 78 bpm.","answer":"C","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate ended at 17 breaths/min after a recent low of 10 breaths/min; the latest MAP is 113 mmHg; the latest heart rate is 78 bpm.","episode_id":"iv_000122","anchor_time":49.083333} {"id":"MED_iv_000122_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate ended at 17 breaths/min after a recent low of 10 breaths/min; the latest heart rate is 78 bpm; the latest MAP is 113 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate ended at 17 breaths/min after a recent low of 10 breaths/min; the latest MAP is 113 mmHg; the latest systolic BP is 133 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate ended at 17 breaths/min after a recent low of 10 breaths/min; the latest MAP is 113 mmHg; the latest systolic BP is 133 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate ended at 17 breaths/min after a recent low of 10 breaths/min; the latest heart rate is 78 bpm; the latest MAP is 113 mmHg.","answer":"A","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate ended at 17 breaths/min after a recent low of 10 breaths/min; the latest heart rate is 78 bpm; the latest MAP is 113 mmHg.","episode_id":"iv_000122","anchor_time":49.083333} {"id":"MED_iv_000123_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. The recent WBC reading was 27.8 K/uL; the latest MAP is 73 mmHg; the latest heart rate is 84 bpm.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 27.8 K/uL; the latest systolic BP is 116 mmHg; the latest respiratory rate is 17 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 27.8 K/uL; the latest systolic BP is 116 mmHg; the latest respiratory rate is 17 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 27.8 K/uL; the latest MAP is 73 mmHg; the latest heart rate is 84 bpm.","answer":"D","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 27.8 K/uL; the latest MAP is 73 mmHg; the latest heart rate is 84 bpm.","episode_id":"iv_000123","anchor_time":29.094444} {"id":"MED_iv_000123_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. The recent WBC reading was 27.8 K/uL; the latest heart rate is 84 bpm; the latest MAP is 73 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. The recent WBC reading was 27.8 K/uL; the latest heart rate is 84 bpm; the latest MAP is 73 mmHg.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 27.8 K/uL; the latest systolic BP is 116 mmHg; the latest respiratory rate is 17 breaths/min.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. The recent WBC reading was 27.8 K/uL; the latest systolic BP is 116 mmHg; the latest respiratory rate is 17 breaths/min.","answer":"C","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 27.8 K/uL; the latest systolic BP is 116 mmHg; the latest respiratory rate is 17 breaths/min.","episode_id":"iv_000123","anchor_time":29.094444} {"id":"MED_iv_000123_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. The recent WBC reading was 27.8 K/uL; the latest heart rate is 84 bpm; the latest MAP is 73 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. The recent WBC reading was 27.8 K/uL; the latest heart rate is 84 bpm; the latest MAP is 73 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. The recent WBC reading was 27.8 K/uL; the latest MAP is 73 mmHg; the latest systolic BP is 116 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 27.8 K/uL; the latest MAP is 73 mmHg; the latest systolic BP is 116 mmHg.","answer":"A","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. The recent WBC reading was 27.8 K/uL; the latest heart rate is 84 bpm; the latest MAP is 73 mmHg.","episode_id":"iv_000123","anchor_time":29.094444} {"id":"MED_iv_000125_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Systolic BP recovered to 121 mmHg after a recent low of 78 mmHg below 90 mmHg; diastolic BP recovered to 67 mmHg after a recent low of 43 mmHg below 50 mmHg; the current values include MAP 83 mmHg and heart rate 71 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Systolic BP recovered to 121 mmHg after a recent low of 78 mmHg below 90 mmHg; diastolic BP recovered to 67 mmHg after a recent low of 43 mmHg below 50 mmHg; the latest bedside set shows MAP 83 mmHg and heart rate 71 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. MAP recovered to 83 mmHg after a recent low of 55 mmHg below 65 mmHg; systolic BP recovered to 121 mmHg after a recent low of 78 mmHg below 90 mmHg; the last snapshot shows MAP 83 mmHg with systolic BP 121 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. MAP recovered to 83 mmHg after a recent low of 55 mmHg below 65 mmHg; systolic BP recovered to 121 mmHg after a recent low of 78 mmHg below 90 mmHg; the most recent entries show MAP 83 mmHg and systolic BP 121 mmHg.","answer":"C","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. MAP recovered to 83 mmHg after a recent low of 55 mmHg below 65 mmHg; systolic BP recovered to 121 mmHg after a recent low of 78 mmHg below 90 mmHg; the last snapshot shows MAP 83 mmHg with systolic BP 121 mmHg.","episode_id":"iv_000125","anchor_time":109.05} {"id":"MED_iv_000125_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 83 mmHg after a recent low of 55 mmHg below 65 mmHg; diastolic BP recovered to 67 mmHg after a recent low of 43 mmHg below 50 mmHg; the last snapshot shows systolic BP 121 mmHg with respiratory rate 11 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Systolic BP recovered to 121 mmHg after a recent low of 78 mmHg below 90 mmHg; diastolic BP recovered to 67 mmHg after a recent low of 43 mmHg below 50 mmHg; the latest bedside set shows MAP 83 mmHg and heart rate 71 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Systolic BP recovered to 121 mmHg after a recent low of 78 mmHg below 90 mmHg; diastolic BP recovered to 67 mmHg after a recent low of 43 mmHg below 50 mmHg; the current values include MAP 83 mmHg and heart rate 71 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. MAP recovered to 83 mmHg after a recent low of 55 mmHg below 65 mmHg; diastolic BP recovered to 67 mmHg after a recent low of 43 mmHg below 50 mmHg; the most recent entries show systolic BP 121 mmHg and respiratory rate 11 breaths/min.","answer":"C","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Systolic BP recovered to 121 mmHg after a recent low of 78 mmHg below 90 mmHg; diastolic BP recovered to 67 mmHg after a recent low of 43 mmHg below 50 mmHg; the current values include MAP 83 mmHg and heart rate 71 bpm.","episode_id":"iv_000125","anchor_time":109.05} {"id":"MED_iv_000128_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. MAP recovered to 74 mmHg after a recent low of 43 mmHg below 65 mmHg; respiratory rate varied between 22 breaths/min and 31 breaths/min, with the latest value 23 breaths/min; the most recent entries show systolic BP 109 mmHg and respiratory rate 23 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. MAP recovered to 74 mmHg after a recent low of 43 mmHg below 65 mmHg; respiratory rate varied between 22 breaths/min and 31 breaths/min, with the latest value 23 breaths/min; the last snapshot shows systolic BP 109 mmHg with respiratory rate 23 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. WBC ended at 15.2 K/uL after a recent low of 2 K/uL; respiratory rate varied between 22 breaths/min and 31 breaths/min, with the latest value 23 breaths/min; the current values include MAP 74 mmHg and heart rate 103 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. WBC ended at 15.2 K/uL after a recent low of 2 K/uL; respiratory rate varied between 22 breaths/min and 31 breaths/min, with the latest value 23 breaths/min; the latest bedside set shows MAP 74 mmHg and heart rate 103 bpm.","answer":"C","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. WBC ended at 15.2 K/uL after a recent low of 2 K/uL; respiratory rate varied between 22 breaths/min and 31 breaths/min, with the latest value 23 breaths/min; the current values include MAP 74 mmHg and heart rate 103 bpm.","episode_id":"iv_000128","anchor_time":52.647222} {"id":"MED_iv_000129_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Heart rate returned to 50 bpm after reaching 82 bpm; respiratory rate varied between 18 breaths/min and 28 breaths/min, with the latest value 25 breaths/min; the latest bedside set shows MAP 79 mmHg and heart rate 50 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate returned to 50 bpm after reaching 82 bpm; respiratory rate varied between 18 breaths/min and 28 breaths/min, with the latest value 25 breaths/min; the last snapshot shows MAP 79 mmHg with heart rate 50 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 came back to 85% after reaching 100%; respiratory rate varied between 18 breaths/min and 28 breaths/min, with the latest value 25 breaths/min; the most recent entries show systolic BP 156 mmHg and respiratory rate 25 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 came back to 85% after reaching 100%; respiratory rate varied between 18 breaths/min and 28 breaths/min, with the latest value 25 breaths/min; the current values include systolic BP 156 mmHg and respiratory rate 25 breaths/min.","answer":"B","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate returned to 50 bpm after reaching 82 bpm; respiratory rate varied between 18 breaths/min and 28 breaths/min, with the latest value 25 breaths/min; the last snapshot shows MAP 79 mmHg with heart rate 50 bpm.","episode_id":"iv_000129","anchor_time":235.431944} {"id":"MED_iv_000129_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 came back to 85% after reaching 100%; heart rate returned to 50 bpm after reaching 82 bpm; the last snapshot shows MAP 79 mmHg with systolic BP 156 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 came back to 85% after reaching 100%; heart rate returned to 50 bpm after reaching 82 bpm; the most recent entries show MAP 79 mmHg and systolic BP 156 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Urine output most recently reached 125 mL after low intervals down to 30 mL; the recent WBC reading was 16.1 K/uL; the current values include heart rate 50 bpm and MAP 79 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 125 mL after low intervals down to 30 mL; the recent WBC reading was 16.1 K/uL; the latest bedside set shows heart rate 50 bpm and MAP 79 mmHg.","answer":"D","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 125 mL after low intervals down to 30 mL; the recent WBC reading was 16.1 K/uL; the latest bedside set shows heart rate 50 bpm and MAP 79 mmHg.","episode_id":"iv_000129","anchor_time":235.431944} {"id":"MED_iv_000130_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 came back to 92% after reaching 95%; the recent WBC reading was 17.1 K/uL; the most recent entries show heart rate 96 bpm and MAP 70 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 came back to 92% after reaching 95%; the recent WBC reading was 17.1 K/uL; the latest bedside set shows heart rate 96 bpm and MAP 70 mmHg.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Creatinine came back to 2.2 mg/dL after reaching 2.3 mg/dL; the recent WBC reading was 17.1 K/uL; the current values include systolic BP 112 mmHg and respiratory rate 24 breaths/min.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Creatinine came back to 2.2 mg/dL after reaching 2.3 mg/dL; the recent WBC reading was 17.1 K/uL; the last snapshot shows systolic BP 112 mmHg with respiratory rate 24 breaths/min.","answer":"C","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Creatinine came back to 2.2 mg/dL after reaching 2.3 mg/dL; the recent WBC reading was 17.1 K/uL; the current values include systolic BP 112 mmHg and respiratory rate 24 breaths/min.","episode_id":"iv_000130","anchor_time":41.1} {"id":"MED_iv_000130_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 came back to 92% after reaching 95%; the recent WBC reading was 17.1 K/uL; the current values include heart rate 96 bpm and MAP 70 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Creatinine came back to 2.2 mg/dL after reaching 2.3 mg/dL; SpO2 came back to 92% after reaching 95%; the most recent entries show MAP 70 mmHg and systolic BP 112 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Creatinine came back to 2.2 mg/dL after reaching 2.3 mg/dL; SpO2 came back to 92% after reaching 95%; the last snapshot shows MAP 70 mmHg with systolic BP 112 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 came back to 92% after reaching 95%; the recent WBC reading was 17.1 K/uL; the latest bedside set shows heart rate 96 bpm and MAP 70 mmHg.","answer":"D","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 came back to 92% after reaching 95%; the recent WBC reading was 17.1 K/uL; the latest bedside set shows heart rate 96 bpm and MAP 70 mmHg.","episode_id":"iv_000130","anchor_time":41.1} {"id":"MED_iv_000131_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. MAP recovered to 66 mmHg after a recent low of 62 mmHg below 65 mmHg; the latest MAP is 66 mmHg; the latest systolic BP is 108 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 66 mmHg after a recent low of 62 mmHg below 65 mmHg; the latest MAP is 66 mmHg; the latest heart rate is 81 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. MAP recovered to 66 mmHg after a recent low of 62 mmHg below 65 mmHg; the latest MAP is 66 mmHg; the latest systolic BP is 108 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. MAP recovered to 66 mmHg after a recent low of 62 mmHg below 65 mmHg; the latest MAP is 66 mmHg; the latest heart rate is 81 bpm.","answer":"A","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. MAP recovered to 66 mmHg after a recent low of 62 mmHg below 65 mmHg; the latest MAP is 66 mmHg; the latest systolic BP is 108 mmHg.","episode_id":"iv_000131","anchor_time":45.933333} {"id":"MED_iv_000133_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Urine output most recently reached 30 mL after low intervals down to 20 mL; the recent WBC reading was 12 K/uL; the last snapshot shows MAP 79 mmHg with systolic BP 115 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Urine output most recently reached 30 mL after low intervals down to 20 mL; the recent WBC reading was 12 K/uL; the most recent entries show MAP 79 mmHg and systolic BP 115 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 12 K/uL; the latest MAP is 79 mmHg; the latest heart rate is 101 bpm.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 12 K/uL; the latest MAP is 79 mmHg; the latest heart rate is 101 bpm.","answer":"A","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Urine output most recently reached 30 mL after low intervals down to 20 mL; the recent WBC reading was 12 K/uL; the last snapshot shows MAP 79 mmHg with systolic BP 115 mmHg.","episode_id":"iv_000133","anchor_time":171.710833} {"id":"MED_iv_000133_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Urine output most recently reached 30 mL after low intervals down to 20 mL; the recent WBC reading was 12 K/uL; the current values include systolic BP 115 mmHg and respiratory rate 23 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 30 mL after low intervals down to 20 mL; the recent WBC reading was 12 K/uL; the most recent entries show systolic BP 115 mmHg and respiratory rate 23 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 12 K/uL; the latest MAP is 79 mmHg; the latest heart rate is 101 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 12 K/uL; the latest MAP is 79 mmHg; the latest heart rate is 101 bpm.","answer":"D","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 12 K/uL; the latest MAP is 79 mmHg; the latest heart rate is 101 bpm.","episode_id":"iv_000133","anchor_time":171.710833} {"id":"MED_iv_000133_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Urine output most recently reached 30 mL after low intervals down to 20 mL; the recent WBC reading was 12 K/uL; the current values include heart rate 101 bpm and MAP 79 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 30 mL after low intervals down to 20 mL; the recent WBC reading was 12 K/uL; the latest bedside set shows heart rate 101 bpm and MAP 79 mmHg.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Urine output most recently reached 30 mL after low intervals down to 20 mL; the recent WBC reading was 12 K/uL; the last snapshot shows systolic BP 115 mmHg with respiratory rate 23 breaths/min.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Urine output most recently reached 30 mL after low intervals down to 20 mL; the recent WBC reading was 12 K/uL; the most recent entries show systolic BP 115 mmHg and respiratory rate 23 breaths/min.","answer":"D","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Urine output most recently reached 30 mL after low intervals down to 20 mL; the recent WBC reading was 12 K/uL; the most recent entries show systolic BP 115 mmHg and respiratory rate 23 breaths/min.","episode_id":"iv_000133","anchor_time":171.710833} {"id":"MED_iv_000135_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 came back to 88% after reaching 99%; MAP recovered to 78 mmHg after a recent low of 63 mmHg below 65 mmHg; the most recent entries show MAP 78 mmHg and systolic BP 112 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 78 mmHg after a recent low of 63 mmHg below 65 mmHg; respiratory rate varied between 16 breaths/min and 31 breaths/min, with the latest value 21 breaths/min; the last snapshot shows MAP 78 mmHg with heart rate 93 bpm.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 came back to 88% after reaching 99%; MAP recovered to 78 mmHg after a recent low of 63 mmHg below 65 mmHg; the latest bedside set shows MAP 78 mmHg and systolic BP 112 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. MAP recovered to 78 mmHg after a recent low of 63 mmHg below 65 mmHg; respiratory rate varied between 16 breaths/min and 31 breaths/min, with the latest value 21 breaths/min; the current values include MAP 78 mmHg and heart rate 93 bpm.","answer":"A","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 came back to 88% after reaching 99%; MAP recovered to 78 mmHg after a recent low of 63 mmHg below 65 mmHg; the most recent entries show MAP 78 mmHg and systolic BP 112 mmHg.","episode_id":"iv_000135","anchor_time":59.045278} {"id":"MED_iv_000136_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Creatinine was 3.1 mg/dL on the available recent reading; SpO2 varied between 88% and 97%, with the latest value 93%; the last snapshot shows MAP 86 mmHg with heart rate 104 bpm.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 18 breaths/min and 45 breaths/min, with the latest value 37 breaths/min; SpO2 varied between 88% and 97%, with the latest value 93%; the most recent entries show systolic BP 139 mmHg and respiratory rate 37 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Creatinine was 3.1 mg/dL on the available recent reading; SpO2 varied between 88% and 97%, with the latest value 93%; the latest bedside set shows MAP 86 mmHg and heart rate 104 bpm.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate varied between 18 breaths/min and 45 breaths/min, with the latest value 37 breaths/min; SpO2 varied between 88% and 97%, with the latest value 93%; the current values include systolic BP 139 mmHg and respiratory rate 37 breaths/min.","answer":"C","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Creatinine was 3.1 mg/dL on the available recent reading; SpO2 varied between 88% and 97%, with the latest value 93%; the latest bedside set shows MAP 86 mmHg and heart rate 104 bpm.","episode_id":"iv_000136","anchor_time":221.116667} {"id":"MED_iv_000136_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate varied between 18 breaths/min and 45 breaths/min, with the latest value 37 breaths/min; SpO2 varied between 88% and 97%, with the latest value 93%; the most recent entries show systolic BP 139 mmHg and respiratory rate 37 breaths/min.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate varied between 18 breaths/min and 45 breaths/min, with the latest value 37 breaths/min; SpO2 varied between 88% and 97%, with the latest value 93%; the last snapshot shows systolic BP 139 mmHg with respiratory rate 37 breaths/min.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 88% and 97%, with the latest value 93%; the recent WBC reading was 1.4 K/uL; the latest bedside set shows heart rate 104 bpm and MAP 86 mmHg.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 88% and 97%, with the latest value 93%; the recent WBC reading was 1.4 K/uL; the current values include heart rate 104 bpm and MAP 86 mmHg.","answer":"A","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate varied between 18 breaths/min and 45 breaths/min, with the latest value 37 breaths/min; SpO2 varied between 88% and 97%, with the latest value 93%; the most recent entries show systolic BP 139 mmHg and respiratory rate 37 breaths/min.","episode_id":"iv_000136","anchor_time":221.116667} {"id":"MED_iv_000137_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. No strong recent threshold breach is recorded in the available variables; the latest MAP is 90 mmHg; the latest heart rate is 77 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. No strong recent threshold breach is recorded in the available variables; the latest MAP is 90 mmHg; the latest systolic BP is 118 mmHg.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. No strong recent threshold breach is recorded in the available variables; the latest MAP is 90 mmHg; the latest systolic BP is 118 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. No strong recent threshold breach is recorded in the available variables; the latest MAP is 90 mmHg; the latest heart rate is 77 bpm.","answer":"B","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. No strong recent threshold breach is recorded in the available variables; the latest MAP is 90 mmHg; the latest systolic BP is 118 mmHg.","episode_id":"iv_000137","anchor_time":49.943333} {"id":"MED_iv_000139_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 87 bpm; the latest MAP is 70 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 87 bpm; the latest MAP is 70 mmHg.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 119 mmHg; the latest respiratory rate is 20 breaths/min.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 119 mmHg; the latest respiratory rate is 20 breaths/min.","answer":"C","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 119 mmHg; the latest respiratory rate is 20 breaths/min.","episode_id":"iv_000139","anchor_time":35.188889} {"id":"MED_iv_000139_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. No strong recent threshold breach is recorded in the available variables; the latest MAP is 70 mmHg; the latest systolic BP is 119 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest MAP is 70 mmHg; the latest systolic BP is 119 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 87 bpm; the latest MAP is 70 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 87 bpm; the latest MAP is 70 mmHg.","answer":"D","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 87 bpm; the latest MAP is 70 mmHg.","episode_id":"iv_000139","anchor_time":35.188889} {"id":"MED_iv_000140_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 3.6 K/uL; the latest MAP is 73 mmHg; the latest heart rate is 101 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. The recent WBC reading was 3.6 K/uL; the latest MAP is 73 mmHg; the latest heart rate is 101 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Creatinine came back to 2.4 mg/dL after reaching 2.5 mg/dL; the recent WBC reading was 3.6 K/uL; the last snapshot shows systolic BP 106 mmHg with respiratory rate 22 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Creatinine came back to 2.4 mg/dL after reaching 2.5 mg/dL; the recent WBC reading was 3.6 K/uL; the most recent entries show systolic BP 106 mmHg and respiratory rate 22 breaths/min.","answer":"A","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 3.6 K/uL; the latest MAP is 73 mmHg; the latest heart rate is 101 bpm.","episode_id":"iv_000140","anchor_time":159.575556} {"id":"MED_iv_000140_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Creatinine came back to 2.4 mg/dL after reaching 2.5 mg/dL; the recent WBC reading was 3.6 K/uL; the current values include heart rate 101 bpm and MAP 73 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Creatinine came back to 2.4 mg/dL after reaching 2.5 mg/dL; the recent WBC reading was 3.6 K/uL; the most recent entries show systolic BP 106 mmHg and respiratory rate 22 breaths/min.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Creatinine came back to 2.4 mg/dL after reaching 2.5 mg/dL; the recent WBC reading was 3.6 K/uL; the latest bedside set shows heart rate 101 bpm and MAP 73 mmHg.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Creatinine came back to 2.4 mg/dL after reaching 2.5 mg/dL; the recent WBC reading was 3.6 K/uL; the last snapshot shows systolic BP 106 mmHg with respiratory rate 22 breaths/min.","answer":"B","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Creatinine came back to 2.4 mg/dL after reaching 2.5 mg/dL; the recent WBC reading was 3.6 K/uL; the most recent entries show systolic BP 106 mmHg and respiratory rate 22 breaths/min.","episode_id":"iv_000140","anchor_time":159.575556} {"id":"MED_iv_000141_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 19 breaths/min and 40 breaths/min, with the latest value 27 breaths/min; SpO2 ended at 96% after dropping as low as 85%; the most recent entries show MAP 74 mmHg and systolic BP 141 mmHg.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 ended at 96% after dropping as low as 85%; heart rate varied between 50 bpm and 111 bpm, with the latest value 110 bpm; the current values include MAP 74 mmHg and heart rate 110 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate varied between 19 breaths/min and 40 breaths/min, with the latest value 27 breaths/min; SpO2 ended at 96% after dropping as low as 85%; the last snapshot shows MAP 74 mmHg with systolic BP 141 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 ended at 96% after dropping as low as 85%; heart rate varied between 50 bpm and 111 bpm, with the latest value 110 bpm; the latest bedside set shows MAP 74 mmHg and heart rate 110 bpm.","answer":"C","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate varied between 19 breaths/min and 40 breaths/min, with the latest value 27 breaths/min; SpO2 ended at 96% after dropping as low as 85%; the last snapshot shows MAP 74 mmHg with systolic BP 141 mmHg.","episode_id":"iv_000141","anchor_time":311.030833} {"id":"MED_iv_000141_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate varied between 19 breaths/min and 40 breaths/min, with the latest value 27 breaths/min; SpO2 ended at 96% after dropping as low as 85%; the last snapshot shows MAP 74 mmHg with systolic BP 141 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate varied between 19 breaths/min and 40 breaths/min, with the latest value 27 breaths/min; SpO2 ended at 96% after dropping as low as 85%; the most recent entries show MAP 74 mmHg and systolic BP 141 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 ended at 96% after dropping as low as 85%; heart rate varied between 50 bpm and 111 bpm, with the latest value 110 bpm; the current values include heart rate 110 bpm and MAP 74 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 ended at 96% after dropping as low as 85%; heart rate varied between 50 bpm and 111 bpm, with the latest value 110 bpm; the latest bedside set shows heart rate 110 bpm and MAP 74 mmHg.","answer":"D","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 ended at 96% after dropping as low as 85%; heart rate varied between 50 bpm and 111 bpm, with the latest value 110 bpm; the latest bedside set shows heart rate 110 bpm and MAP 74 mmHg.","episode_id":"iv_000141","anchor_time":311.030833} {"id":"MED_iv_000142_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 91 mmHg; the latest respiratory rate is 16 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 91 mmHg; the latest respiratory rate is 16 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. No strong recent threshold breach is recorded in the available variables; the latest MAP is 72 mmHg; the latest heart rate is 60 bpm.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. No strong recent threshold breach is recorded in the available variables; the latest MAP is 72 mmHg; the latest heart rate is 60 bpm.","answer":"C","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. No strong recent threshold breach is recorded in the available variables; the latest MAP is 72 mmHg; the latest heart rate is 60 bpm.","episode_id":"iv_000142","anchor_time":424.416667} {"id":"MED_iv_000143_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest MAP is 92 mmHg; the latest heart rate is 81 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. No strong recent threshold breach is recorded in the available variables; the latest MAP is 92 mmHg; the latest systolic BP is 154 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. No strong recent threshold breach is recorded in the available variables; the latest MAP is 92 mmHg; the latest systolic BP is 154 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. No strong recent threshold breach is recorded in the available variables; the latest MAP is 92 mmHg; the latest heart rate is 81 bpm.","answer":"C","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. No strong recent threshold breach is recorded in the available variables; the latest MAP is 92 mmHg; the latest systolic BP is 154 mmHg.","episode_id":"iv_000143","anchor_time":63.8175} {"id":"MED_iv_000143_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 81 bpm; the latest MAP is 92 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 81 bpm; the latest MAP is 92 mmHg.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 154 mmHg; the latest respiratory rate is 20 breaths/min.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 154 mmHg; the latest respiratory rate is 20 breaths/min.","answer":"C","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 154 mmHg; the latest respiratory rate is 20 breaths/min.","episode_id":"iv_000143","anchor_time":63.8175} {"id":"MED_iv_000145_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Creatinine was 2.4 mg/dL on the available recent reading; the latest MAP is 76 mmHg; the latest systolic BP is 123 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Creatinine was 2.4 mg/dL on the available recent reading; the latest MAP is 76 mmHg; the latest heart rate is 82 bpm.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Creatinine was 2.4 mg/dL on the available recent reading; the latest MAP is 76 mmHg; the latest systolic BP is 123 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Creatinine was 2.4 mg/dL on the available recent reading; the latest MAP is 76 mmHg; the latest heart rate is 82 bpm.","answer":"C","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Creatinine was 2.4 mg/dL on the available recent reading; the latest MAP is 76 mmHg; the latest systolic BP is 123 mmHg.","episode_id":"iv_000145","anchor_time":143.353333} {"id":"MED_iv_000145_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Creatinine was 2.4 mg/dL on the available recent reading; the latest systolic BP is 123 mmHg; the latest respiratory rate is 19 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Creatinine was 2.4 mg/dL on the available recent reading; the latest systolic BP is 123 mmHg; the latest respiratory rate is 19 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Creatinine was 2.4 mg/dL on the available recent reading; the latest MAP is 76 mmHg; the latest heart rate is 82 bpm.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Creatinine was 2.4 mg/dL on the available recent reading; the latest MAP is 76 mmHg; the latest heart rate is 82 bpm.","answer":"C","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Creatinine was 2.4 mg/dL on the available recent reading; the latest MAP is 76 mmHg; the latest heart rate is 82 bpm.","episode_id":"iv_000145","anchor_time":143.353333} {"id":"MED_iv_000145_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Creatinine was 2.4 mg/dL on the available recent reading; the latest heart rate is 82 bpm; the latest MAP is 76 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Creatinine was 2.4 mg/dL on the available recent reading; the latest heart rate is 82 bpm; the latest MAP is 76 mmHg.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Creatinine was 2.4 mg/dL on the available recent reading; the latest systolic BP is 123 mmHg; the latest respiratory rate is 19 breaths/min.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Creatinine was 2.4 mg/dL on the available recent reading; the latest systolic BP is 123 mmHg; the latest respiratory rate is 19 breaths/min.","answer":"D","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Creatinine was 2.4 mg/dL on the available recent reading; the latest systolic BP is 123 mmHg; the latest respiratory rate is 19 breaths/min.","episode_id":"iv_000145","anchor_time":143.353333} {"id":"MED_iv_000146_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Urine output most recently reached 1 mL after low intervals down to 1 mL; SpO2 came back to 88% after reaching 97%; the most recent entries show MAP 104 mmHg and systolic BP 154 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 came back to 88% after reaching 97%; heart rate returned to 50 bpm after reaching 103 bpm; the latest bedside set shows MAP 104 mmHg and heart rate 50 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 1 mL after low intervals down to 1 mL; SpO2 came back to 88% after reaching 97%; the last snapshot shows MAP 104 mmHg with systolic BP 154 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 came back to 88% after reaching 97%; heart rate returned to 50 bpm after reaching 103 bpm; the current values include MAP 104 mmHg and heart rate 50 bpm.","answer":"C","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 1 mL after low intervals down to 1 mL; SpO2 came back to 88% after reaching 97%; the last snapshot shows MAP 104 mmHg with systolic BP 154 mmHg.","episode_id":"iv_000146","anchor_time":46.619444} {"id":"MED_iv_000146_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Urine output most recently reached 1 mL after low intervals down to 1 mL; heart rate returned to 50 bpm after reaching 103 bpm; the last snapshot shows systolic BP 154 mmHg with respiratory rate 9 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 came back to 88% after reaching 97%; heart rate returned to 50 bpm after reaching 103 bpm; the latest bedside set shows MAP 104 mmHg and heart rate 50 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 came back to 88% after reaching 97%; heart rate returned to 50 bpm after reaching 103 bpm; the current values include MAP 104 mmHg and heart rate 50 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Urine output most recently reached 1 mL after low intervals down to 1 mL; heart rate returned to 50 bpm after reaching 103 bpm; the most recent entries show systolic BP 154 mmHg and respiratory rate 9 breaths/min.","answer":"C","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 came back to 88% after reaching 97%; heart rate returned to 50 bpm after reaching 103 bpm; the current values include MAP 104 mmHg and heart rate 50 bpm.","episode_id":"iv_000146","anchor_time":46.619444} {"id":"MED_iv_000146_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate returned to 9 breaths/min after reaching 27 breaths/min; the recent WBC reading was 17.8 K/uL; the latest bedside set shows heart rate 50 bpm and MAP 104 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Urine output most recently reached 1 mL after low intervals down to 1 mL; heart rate returned to 50 bpm after reaching 103 bpm; the last snapshot shows systolic BP 154 mmHg with respiratory rate 9 breaths/min.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate returned to 9 breaths/min after reaching 27 breaths/min; the recent WBC reading was 17.8 K/uL; the current values include heart rate 50 bpm and MAP 104 mmHg.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Urine output most recently reached 1 mL after low intervals down to 1 mL; heart rate returned to 50 bpm after reaching 103 bpm; the most recent entries show systolic BP 154 mmHg and respiratory rate 9 breaths/min.","answer":"D","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Urine output most recently reached 1 mL after low intervals down to 1 mL; heart rate returned to 50 bpm after reaching 103 bpm; the most recent entries show systolic BP 154 mmHg and respiratory rate 9 breaths/min.","episode_id":"iv_000146","anchor_time":46.619444} {"id":"MED_iv_000147_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate varied between 11 breaths/min and 37 breaths/min, with the latest value 12 breaths/min; heart rate varied between 89 bpm and 132 bpm, with the latest value 100 bpm; the most recent entries show systolic BP 169 mmHg and respiratory rate 12 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 11 breaths/min and 37 breaths/min, with the latest value 12 breaths/min; heart rate varied between 89 bpm and 132 bpm, with the latest value 100 bpm; the last snapshot shows systolic BP 169 mmHg with respiratory rate 12 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate varied between 89 bpm and 132 bpm, with the latest value 100 bpm; the latest MAP is 114 mmHg; the latest heart rate is 100 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate varied between 89 bpm and 132 bpm, with the latest value 100 bpm; the latest MAP is 114 mmHg; the latest heart rate is 100 bpm.","answer":"D","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate varied between 89 bpm and 132 bpm, with the latest value 100 bpm; the latest MAP is 114 mmHg; the latest heart rate is 100 bpm.","episode_id":"iv_000147","anchor_time":48.233333} {"id":"MED_iv_000148_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 57 mmHg after a recent low of 56 mmHg below 65 mmHg; diastolic BP recovered to 38 mmHg after a recent low of 38 mmHg below 50 mmHg; the latest bedside set shows heart rate 72 bpm and MAP 57 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 57 mmHg after a recent low of 56 mmHg below 65 mmHg; diastolic BP recovered to 38 mmHg after a recent low of 38 mmHg below 50 mmHg; the current values include heart rate 72 bpm and MAP 57 mmHg.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Creatinine was 6.1 mg/dL on the available recent reading; diastolic BP recovered to 38 mmHg after a recent low of 38 mmHg below 50 mmHg; the most recent entries show systolic BP 117 mmHg and respiratory rate 12 breaths/min.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Creatinine was 6.1 mg/dL on the available recent reading; diastolic BP recovered to 38 mmHg after a recent low of 38 mmHg below 50 mmHg; the last snapshot shows systolic BP 117 mmHg with respiratory rate 12 breaths/min.","answer":"C","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Creatinine was 6.1 mg/dL on the available recent reading; diastolic BP recovered to 38 mmHg after a recent low of 38 mmHg below 50 mmHg; the most recent entries show systolic BP 117 mmHg and respiratory rate 12 breaths/min.","episode_id":"iv_000148","anchor_time":39.7} {"id":"MED_iv_000149_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 varied between 85% and 97%, with the latest value 96%; urine output most recently reached 350 mL after low intervals down to 30 mL; the last snapshot shows MAP 69 mmHg with systolic BP 114 mmHg.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Urine output most recently reached 350 mL after low intervals down to 30 mL; diastolic BP recovered to 56 mmHg after a recent low of 45 mmHg below 50 mmHg; the current values include MAP 69 mmHg and heart rate 92 bpm.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 varied between 85% and 97%, with the latest value 96%; urine output most recently reached 350 mL after low intervals down to 30 mL; the most recent entries show MAP 69 mmHg and systolic BP 114 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 350 mL after low intervals down to 30 mL; diastolic BP recovered to 56 mmHg after a recent low of 45 mmHg below 50 mmHg; the latest bedside set shows MAP 69 mmHg and heart rate 92 bpm.","answer":"A","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 varied between 85% and 97%, with the latest value 96%; urine output most recently reached 350 mL after low intervals down to 30 mL; the last snapshot shows MAP 69 mmHg with systolic BP 114 mmHg.","episode_id":"iv_000149","anchor_time":30.740278} {"id":"MED_iv_000149_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 85% and 97%, with the latest value 96%; diastolic BP recovered to 56 mmHg after a recent low of 45 mmHg below 50 mmHg; the last snapshot shows systolic BP 114 mmHg with respiratory rate 18 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 varied between 85% and 97%, with the latest value 96%; diastolic BP recovered to 56 mmHg after a recent low of 45 mmHg below 50 mmHg; the most recent entries show systolic BP 114 mmHg and respiratory rate 18 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 350 mL after low intervals down to 30 mL; diastolic BP recovered to 56 mmHg after a recent low of 45 mmHg below 50 mmHg; the current values include MAP 69 mmHg and heart rate 92 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Urine output most recently reached 350 mL after low intervals down to 30 mL; diastolic BP recovered to 56 mmHg after a recent low of 45 mmHg below 50 mmHg; the latest bedside set shows MAP 69 mmHg and heart rate 92 bpm.","answer":"C","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 350 mL after low intervals down to 30 mL; diastolic BP recovered to 56 mmHg after a recent low of 45 mmHg below 50 mmHg; the current values include MAP 69 mmHg and heart rate 92 bpm.","episode_id":"iv_000149","anchor_time":30.740278} {"id":"MED_iv_000150_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate ended at 86 bpm after a recent low of 50 bpm; urine output most recently reached 60 mL after low intervals down to 30 mL; the current values include MAP 91 mmHg and heart rate 86 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Heart rate ended at 86 bpm after a recent low of 50 bpm; urine output most recently reached 60 mL after low intervals down to 30 mL; the last snapshot shows MAP 91 mmHg with heart rate 86 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 88% and 98%, with the latest value 97%; heart rate ended at 86 bpm after a recent low of 50 bpm; the latest bedside set shows MAP 91 mmHg and systolic BP 126 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 varied between 88% and 98%, with the latest value 97%; heart rate ended at 86 bpm after a recent low of 50 bpm; the most recent entries show MAP 91 mmHg and systolic BP 126 mmHg.","answer":"C","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 88% and 98%, with the latest value 97%; heart rate ended at 86 bpm after a recent low of 50 bpm; the latest bedside set shows MAP 91 mmHg and systolic BP 126 mmHg.","episode_id":"iv_000150","anchor_time":55.133333} {"id":"MED_iv_000150_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 88% and 98%, with the latest value 97%; urine output most recently reached 60 mL after low intervals down to 30 mL; the last snapshot shows systolic BP 126 mmHg with respiratory rate 19 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate ended at 86 bpm after a recent low of 50 bpm; urine output most recently reached 60 mL after low intervals down to 30 mL; the current values include MAP 91 mmHg and heart rate 86 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 varied between 88% and 98%, with the latest value 97%; urine output most recently reached 60 mL after low intervals down to 30 mL; the most recent entries show systolic BP 126 mmHg and respiratory rate 19 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate ended at 86 bpm after a recent low of 50 bpm; urine output most recently reached 60 mL after low intervals down to 30 mL; the latest bedside set shows MAP 91 mmHg and heart rate 86 bpm.","answer":"B","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate ended at 86 bpm after a recent low of 50 bpm; urine output most recently reached 60 mL after low intervals down to 30 mL; the current values include MAP 91 mmHg and heart rate 86 bpm.","episode_id":"iv_000150","anchor_time":55.133333} {"id":"MED_iv_000153_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 13 K/uL; the latest MAP is 105 mmHg; the latest heart rate is 92 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 85% and 96%, with the latest value 95%; the recent WBC reading was 13 K/uL; the most recent entries show MAP 105 mmHg and systolic BP 160 mmHg.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. The recent WBC reading was 13 K/uL; the latest MAP is 105 mmHg; the latest heart rate is 92 bpm.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 85% and 96%, with the latest value 95%; the recent WBC reading was 13 K/uL; the latest bedside set shows MAP 105 mmHg and systolic BP 160 mmHg.","answer":"B","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 85% and 96%, with the latest value 95%; the recent WBC reading was 13 K/uL; the most recent entries show MAP 105 mmHg and systolic BP 160 mmHg.","episode_id":"iv_000153","anchor_time":64.683333} {"id":"MED_iv_000153_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 85% and 96%, with the latest value 95%; the recent WBC reading was 13 K/uL; the most recent entries show systolic BP 160 mmHg and respiratory rate 18 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. The recent WBC reading was 13 K/uL; the latest MAP is 105 mmHg; the latest heart rate is 92 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 varied between 85% and 96%, with the latest value 95%; the recent WBC reading was 13 K/uL; the current values include systolic BP 160 mmHg and respiratory rate 18 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 13 K/uL; the latest MAP is 105 mmHg; the latest heart rate is 92 bpm.","answer":"D","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 13 K/uL; the latest MAP is 105 mmHg; the latest heart rate is 92 bpm.","episode_id":"iv_000153","anchor_time":64.683333} {"id":"MED_iv_000153_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 varied between 85% and 96%, with the latest value 95%; the recent WBC reading was 13 K/uL; the current values include heart rate 92 bpm and MAP 105 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 85% and 96%, with the latest value 95%; the recent WBC reading was 13 K/uL; the latest bedside set shows heart rate 92 bpm and MAP 105 mmHg.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 varied between 85% and 96%, with the latest value 95%; the recent WBC reading was 13 K/uL; the last snapshot shows systolic BP 160 mmHg with respiratory rate 18 breaths/min.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 85% and 96%, with the latest value 95%; the recent WBC reading was 13 K/uL; the most recent entries show systolic BP 160 mmHg and respiratory rate 18 breaths/min.","answer":"D","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 85% and 96%, with the latest value 95%; the recent WBC reading was 13 K/uL; the most recent entries show systolic BP 160 mmHg and respiratory rate 18 breaths/min.","episode_id":"iv_000153","anchor_time":64.683333} {"id":"MED_iv_000155_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 varied between 90% and 96%, with the latest value 95%; the latest MAP is 104 mmHg; the latest heart rate is 105 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 90% and 96%, with the latest value 95%; the latest MAP is 104 mmHg; the latest heart rate is 105 bpm.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Heart rate ended at 105 bpm after a recent low of 50 bpm; SpO2 varied between 90% and 96%, with the latest value 95%; the last snapshot shows MAP 104 mmHg with systolic BP 148 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate ended at 105 bpm after a recent low of 50 bpm; SpO2 varied between 90% and 96%, with the latest value 95%; the most recent entries show MAP 104 mmHg and systolic BP 148 mmHg.","answer":"C","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Heart rate ended at 105 bpm after a recent low of 50 bpm; SpO2 varied between 90% and 96%, with the latest value 95%; the last snapshot shows MAP 104 mmHg with systolic BP 148 mmHg.","episode_id":"iv_000155","anchor_time":20.516667} {"id":"MED_iv_000155_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Heart rate ended at 105 bpm after a recent low of 50 bpm; SpO2 varied between 90% and 96%, with the latest value 95%; the most recent entries show systolic BP 148 mmHg and respiratory rate 15 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Heart rate ended at 105 bpm after a recent low of 50 bpm; SpO2 varied between 90% and 96%, with the latest value 95%; the last snapshot shows systolic BP 148 mmHg with respiratory rate 15 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 90% and 96%, with the latest value 95%; the latest MAP is 104 mmHg; the latest heart rate is 105 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 90% and 96%, with the latest value 95%; the latest MAP is 104 mmHg; the latest heart rate is 105 bpm.","answer":"D","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 90% and 96%, with the latest value 95%; the latest MAP is 104 mmHg; the latest heart rate is 105 bpm.","episode_id":"iv_000155","anchor_time":20.516667} {"id":"MED_iv_000155_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Heart rate ended at 105 bpm after a recent low of 50 bpm; SpO2 varied between 90% and 96%, with the latest value 95%; the latest bedside set shows heart rate 105 bpm and MAP 104 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate ended at 105 bpm after a recent low of 50 bpm; SpO2 varied between 90% and 96%, with the latest value 95%; the most recent entries show MAP 104 mmHg and systolic BP 148 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Heart rate ended at 105 bpm after a recent low of 50 bpm; SpO2 varied between 90% and 96%, with the latest value 95%; the current values include heart rate 105 bpm and MAP 104 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate ended at 105 bpm after a recent low of 50 bpm; SpO2 varied between 90% and 96%, with the latest value 95%; the last snapshot shows MAP 104 mmHg with systolic BP 148 mmHg.","answer":"A","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Heart rate ended at 105 bpm after a recent low of 50 bpm; SpO2 varied between 90% and 96%, with the latest value 95%; the latest bedside set shows heart rate 105 bpm and MAP 104 mmHg.","episode_id":"iv_000155","anchor_time":20.516667} {"id":"MED_iv_000157_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest MAP is 66 mmHg; the latest systolic BP is 109 mmHg.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. No strong recent threshold breach is recorded in the available variables; the latest MAP is 66 mmHg; the latest heart rate is 95 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. No strong recent threshold breach is recorded in the available variables; the latest MAP is 66 mmHg; the latest heart rate is 95 bpm.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. No strong recent threshold breach is recorded in the available variables; the latest MAP is 66 mmHg; the latest systolic BP is 109 mmHg.","answer":"A","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest MAP is 66 mmHg; the latest systolic BP is 109 mmHg.","episode_id":"iv_000157","anchor_time":48.414444} {"id":"MED_iv_000157_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. No strong recent threshold breach is recorded in the available variables; the latest MAP is 66 mmHg; the latest heart rate is 95 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. No strong recent threshold breach is recorded in the available variables; the latest MAP is 66 mmHg; the latest heart rate is 95 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 109 mmHg; the latest respiratory rate is 20 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 109 mmHg; the latest respiratory rate is 20 breaths/min.","answer":"A","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. No strong recent threshold breach is recorded in the available variables; the latest MAP is 66 mmHg; the latest heart rate is 95 bpm.","episode_id":"iv_000157","anchor_time":48.414444} {"id":"MED_iv_000158_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Heart rate ended at 85 bpm after a recent low of 50 bpm; respiratory rate varied between 9 breaths/min and 17 breaths/min, with the latest value 15 breaths/min; the current values include heart rate 85 bpm and MAP 91 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 ended at 99% after dropping as low as 85%; WBC ended at 6.6 K/uL after a recent low of 1 K/uL; the latest bedside set shows MAP 91 mmHg and systolic BP 101 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 ended at 99% after dropping as low as 85%; WBC ended at 6.6 K/uL after a recent low of 1 K/uL; the last snapshot shows MAP 91 mmHg with systolic BP 101 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate ended at 85 bpm after a recent low of 50 bpm; respiratory rate varied between 9 breaths/min and 17 breaths/min, with the latest value 15 breaths/min; the most recent entries show heart rate 85 bpm and MAP 91 mmHg.","answer":"D","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate ended at 85 bpm after a recent low of 50 bpm; respiratory rate varied between 9 breaths/min and 17 breaths/min, with the latest value 15 breaths/min; the most recent entries show heart rate 85 bpm and MAP 91 mmHg.","episode_id":"iv_000158","anchor_time":32.616667} {"id":"MED_iv_000160_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate varied between 117 bpm and 133 bpm, with the latest value 130 bpm; diastolic BP recovered to 59 mmHg after a recent low of 43 mmHg below 50 mmHg; the current values include MAP 73 mmHg and heart rate 130 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Heart rate varied between 117 bpm and 133 bpm, with the latest value 130 bpm; diastolic BP recovered to 59 mmHg after a recent low of 43 mmHg below 50 mmHg; the last snapshot shows MAP 73 mmHg with heart rate 130 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 came back to 86% after reaching 92%; heart rate varied between 117 bpm and 133 bpm, with the latest value 130 bpm; the most recent entries show MAP 73 mmHg and systolic BP 122 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 came back to 86% after reaching 92%; heart rate varied between 117 bpm and 133 bpm, with the latest value 130 bpm; the latest bedside set shows MAP 73 mmHg and systolic BP 122 mmHg.","answer":"C","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 came back to 86% after reaching 92%; heart rate varied between 117 bpm and 133 bpm, with the latest value 130 bpm; the most recent entries show MAP 73 mmHg and systolic BP 122 mmHg.","episode_id":"iv_000160","anchor_time":89.033333} {"id":"MED_iv_000163_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 came back to 85% after reaching 98%; diastolic BP recovered to 56 mmHg after a recent low of 40 mmHg below 50 mmHg; the latest bedside set shows MAP 73 mmHg and heart rate 50 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. MAP recovered to 73 mmHg after a recent low of 50 mmHg below 65 mmHg; diastolic BP recovered to 56 mmHg after a recent low of 40 mmHg below 50 mmHg; the current values include systolic BP 132 mmHg and respiratory rate 14 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. MAP recovered to 73 mmHg after a recent low of 50 mmHg below 65 mmHg; diastolic BP recovered to 56 mmHg after a recent low of 40 mmHg below 50 mmHg; the most recent entries show systolic BP 132 mmHg and respiratory rate 14 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 came back to 85% after reaching 98%; diastolic BP recovered to 56 mmHg after a recent low of 40 mmHg below 50 mmHg; the last snapshot shows MAP 73 mmHg with heart rate 50 bpm.","answer":"D","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 came back to 85% after reaching 98%; diastolic BP recovered to 56 mmHg after a recent low of 40 mmHg below 50 mmHg; the last snapshot shows MAP 73 mmHg with heart rate 50 bpm.","episode_id":"iv_000163","anchor_time":92.611667} {"id":"MED_iv_000163_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. MAP recovered to 73 mmHg after a recent low of 50 mmHg below 65 mmHg; diastolic BP recovered to 56 mmHg after a recent low of 40 mmHg below 50 mmHg; the last snapshot shows systolic BP 132 mmHg with respiratory rate 14 breaths/min.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Systolic BP recovered to 132 mmHg after a recent low of 86 mmHg below 90 mmHg; the recent WBC reading was 12.2 K/uL; the most recent entries show heart rate 50 bpm and MAP 73 mmHg.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Systolic BP recovered to 132 mmHg after a recent low of 86 mmHg below 90 mmHg; the recent WBC reading was 12.2 K/uL; the latest bedside set shows heart rate 50 bpm and MAP 73 mmHg.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. MAP recovered to 73 mmHg after a recent low of 50 mmHg below 65 mmHg; diastolic BP recovered to 56 mmHg after a recent low of 40 mmHg below 50 mmHg; the current values include systolic BP 132 mmHg and respiratory rate 14 breaths/min.","answer":"A","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. MAP recovered to 73 mmHg after a recent low of 50 mmHg below 65 mmHg; diastolic BP recovered to 56 mmHg after a recent low of 40 mmHg below 50 mmHg; the last snapshot shows systolic BP 132 mmHg with respiratory rate 14 breaths/min.","episode_id":"iv_000163","anchor_time":92.611667} {"id":"MED_iv_000165_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate varied between 50 bpm and 100 bpm, with the latest value 90 bpm; SpO2 ended at 100% after dropping as low as 90%; the current values include systolic BP 108 mmHg and respiratory rate 25 breaths/min.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate varied between 23 breaths/min and 30 breaths/min, with the latest value 25 breaths/min; SpO2 ended at 100% after dropping as low as 90%; the latest bedside set shows heart rate 90 bpm and MAP 68 mmHg.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate varied between 23 breaths/min and 30 breaths/min, with the latest value 25 breaths/min; SpO2 ended at 100% after dropping as low as 90%; the most recent entries show heart rate 90 bpm and MAP 68 mmHg.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Heart rate varied between 50 bpm and 100 bpm, with the latest value 90 bpm; SpO2 ended at 100% after dropping as low as 90%; the last snapshot shows systolic BP 108 mmHg with respiratory rate 25 breaths/min.","answer":"A","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate varied between 50 bpm and 100 bpm, with the latest value 90 bpm; SpO2 ended at 100% after dropping as low as 90%; the current values include systolic BP 108 mmHg and respiratory rate 25 breaths/min.","episode_id":"iv_000165","anchor_time":41.463611} {"id":"MED_iv_000166_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 ended at 96% after dropping as low as 85%; urine output most recently reached 15 mL after low intervals down to 15 mL; the last snapshot shows MAP 58 mmHg with heart rate 78 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. MAP recovered to 58 mmHg after a recent low of 57 mmHg below 65 mmHg; SpO2 ended at 96% after dropping as low as 85%; the latest bedside set shows MAP 58 mmHg and systolic BP 94 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 ended at 96% after dropping as low as 85%; urine output most recently reached 15 mL after low intervals down to 15 mL; the most recent entries show MAP 58 mmHg and heart rate 78 bpm.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 58 mmHg after a recent low of 57 mmHg below 65 mmHg; SpO2 ended at 96% after dropping as low as 85%; the current values include MAP 58 mmHg and systolic BP 94 mmHg.","answer":"D","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 58 mmHg after a recent low of 57 mmHg below 65 mmHg; SpO2 ended at 96% after dropping as low as 85%; the current values include MAP 58 mmHg and systolic BP 94 mmHg.","episode_id":"iv_000166","anchor_time":26.1725} {"id":"MED_iv_000166_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 58 mmHg after a recent low of 57 mmHg below 65 mmHg; SpO2 ended at 96% after dropping as low as 85%; the latest bedside set shows MAP 58 mmHg and systolic BP 94 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 ended at 96% after dropping as low as 85%; urine output most recently reached 15 mL after low intervals down to 15 mL; the current values include heart rate 78 bpm and MAP 58 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 ended at 96% after dropping as low as 85%; urine output most recently reached 15 mL after low intervals down to 15 mL; the most recent entries show heart rate 78 bpm and MAP 58 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 58 mmHg after a recent low of 57 mmHg below 65 mmHg; SpO2 ended at 96% after dropping as low as 85%; the last snapshot shows MAP 58 mmHg with systolic BP 94 mmHg.","answer":"C","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 ended at 96% after dropping as low as 85%; urine output most recently reached 15 mL after low intervals down to 15 mL; the most recent entries show heart rate 78 bpm and MAP 58 mmHg.","episode_id":"iv_000166","anchor_time":26.1725} {"id":"MED_iv_000167_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 came back to 87% after reaching 95%; creatinine was 1.9 mg/dL on the available recent reading; the latest bedside set shows heart rate 70 bpm and MAP 81 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 came back to 87% after reaching 95%; creatinine was 1.9 mg/dL on the available recent reading; the most recent entries show heart rate 70 bpm and MAP 81 mmHg.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 came back to 87% after reaching 95%; creatinine was 1.9 mg/dL on the available recent reading; the last snapshot shows systolic BP 132 mmHg with respiratory rate 16 breaths/min.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 came back to 87% after reaching 95%; creatinine was 1.9 mg/dL on the available recent reading; the current values include systolic BP 132 mmHg and respiratory rate 16 breaths/min.","answer":"D","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 came back to 87% after reaching 95%; creatinine was 1.9 mg/dL on the available recent reading; the current values include systolic BP 132 mmHg and respiratory rate 16 breaths/min.","episode_id":"iv_000167","anchor_time":159.819444} {"id":"MED_iv_000168_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate varied between 6 breaths/min and 23 breaths/min, with the latest value 14 breaths/min; diastolic BP recovered to 73 mmHg after a recent low of 46 mmHg below 50 mmHg; the last snapshot shows MAP 87 mmHg with heart rate 75 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 74% and 100%, with the latest value 91%; respiratory rate varied between 6 breaths/min and 23 breaths/min, with the latest value 14 breaths/min; the latest bedside set shows MAP 87 mmHg and systolic BP 128 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 varied between 74% and 100%, with the latest value 91%; respiratory rate varied between 6 breaths/min and 23 breaths/min, with the latest value 14 breaths/min; the most recent entries show MAP 87 mmHg and systolic BP 128 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate varied between 6 breaths/min and 23 breaths/min, with the latest value 14 breaths/min; diastolic BP recovered to 73 mmHg after a recent low of 46 mmHg below 50 mmHg; the current values include MAP 87 mmHg and heart rate 75 bpm.","answer":"B","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 74% and 100%, with the latest value 91%; respiratory rate varied between 6 breaths/min and 23 breaths/min, with the latest value 14 breaths/min; the latest bedside set shows MAP 87 mmHg and systolic BP 128 mmHg.","episode_id":"iv_000168","anchor_time":72.356667} {"id":"MED_iv_000168_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Diastolic BP recovered to 73 mmHg after a recent low of 46 mmHg below 50 mmHg; MAP recovered to 87 mmHg after a recent low of 64 mmHg below 65 mmHg; the most recent entries show heart rate 75 bpm and MAP 87 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 74% and 100%, with the latest value 91%; diastolic BP recovered to 73 mmHg after a recent low of 46 mmHg below 50 mmHg; the current values include systolic BP 128 mmHg and respiratory rate 14 breaths/min.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Diastolic BP recovered to 73 mmHg after a recent low of 46 mmHg below 50 mmHg; MAP recovered to 87 mmHg after a recent low of 64 mmHg below 65 mmHg; the latest bedside set shows heart rate 75 bpm and MAP 87 mmHg.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 74% and 100%, with the latest value 91%; diastolic BP recovered to 73 mmHg after a recent low of 46 mmHg below 50 mmHg; the last snapshot shows systolic BP 128 mmHg with respiratory rate 14 breaths/min.","answer":"B","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 74% and 100%, with the latest value 91%; diastolic BP recovered to 73 mmHg after a recent low of 46 mmHg below 50 mmHg; the current values include systolic BP 128 mmHg and respiratory rate 14 breaths/min.","episode_id":"iv_000168","anchor_time":72.356667} {"id":"MED_iv_000168_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 74% and 100%, with the latest value 91%; respiratory rate varied between 6 breaths/min and 23 breaths/min, with the latest value 14 breaths/min; the latest bedside set shows MAP 87 mmHg and systolic BP 128 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 74% and 100%, with the latest value 91%; respiratory rate varied between 6 breaths/min and 23 breaths/min, with the latest value 14 breaths/min; the last snapshot shows MAP 87 mmHg with systolic BP 128 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Diastolic BP recovered to 73 mmHg after a recent low of 46 mmHg below 50 mmHg; MAP recovered to 87 mmHg after a recent low of 64 mmHg below 65 mmHg; the most recent entries show heart rate 75 bpm and MAP 87 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Diastolic BP recovered to 73 mmHg after a recent low of 46 mmHg below 50 mmHg; MAP recovered to 87 mmHg after a recent low of 64 mmHg below 65 mmHg; the current values include heart rate 75 bpm and MAP 87 mmHg.","answer":"C","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Diastolic BP recovered to 73 mmHg after a recent low of 46 mmHg below 50 mmHg; MAP recovered to 87 mmHg after a recent low of 64 mmHg below 65 mmHg; the most recent entries show heart rate 75 bpm and MAP 87 mmHg.","episode_id":"iv_000168","anchor_time":72.356667} {"id":"MED_iv_000170_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 18 breaths/min and 38 breaths/min, with the latest value 19 breaths/min; MAP recovered to 65 mmHg after a recent low of 54 mmHg below 65 mmHg; the most recent entries show MAP 65 mmHg and systolic BP 99 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 65 mmHg after a recent low of 54 mmHg below 65 mmHg; systolic BP recovered to 99 mmHg after a recent low of 78 mmHg below 90 mmHg; the last snapshot shows MAP 65 mmHg with heart rate 100 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate varied between 18 breaths/min and 38 breaths/min, with the latest value 19 breaths/min; MAP recovered to 65 mmHg after a recent low of 54 mmHg below 65 mmHg; the latest bedside set shows MAP 65 mmHg and systolic BP 99 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. MAP recovered to 65 mmHg after a recent low of 54 mmHg below 65 mmHg; systolic BP recovered to 99 mmHg after a recent low of 78 mmHg below 90 mmHg; the current values include MAP 65 mmHg and heart rate 100 bpm.","answer":"C","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate varied between 18 breaths/min and 38 breaths/min, with the latest value 19 breaths/min; MAP recovered to 65 mmHg after a recent low of 54 mmHg below 65 mmHg; the latest bedside set shows MAP 65 mmHg and systolic BP 99 mmHg.","episode_id":"iv_000170","anchor_time":29.471389} {"id":"MED_iv_000170_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 18 breaths/min and 38 breaths/min, with the latest value 19 breaths/min; systolic BP recovered to 99 mmHg after a recent low of 78 mmHg below 90 mmHg; the last snapshot shows systolic BP 99 mmHg with respiratory rate 19 breaths/min.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Systolic BP recovered to 99 mmHg after a recent low of 78 mmHg below 90 mmHg; WBC returned to 19.8 K/uL after reaching 23 K/uL; the latest bedside set shows heart rate 100 bpm and MAP 65 mmHg.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Systolic BP recovered to 99 mmHg after a recent low of 78 mmHg below 90 mmHg; WBC returned to 19.8 K/uL after reaching 23 K/uL; the most recent entries show heart rate 100 bpm and MAP 65 mmHg.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate varied between 18 breaths/min and 38 breaths/min, with the latest value 19 breaths/min; systolic BP recovered to 99 mmHg after a recent low of 78 mmHg below 90 mmHg; the current values include systolic BP 99 mmHg and respiratory rate 19 breaths/min.","answer":"D","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate varied between 18 breaths/min and 38 breaths/min, with the latest value 19 breaths/min; systolic BP recovered to 99 mmHg after a recent low of 78 mmHg below 90 mmHg; the current values include systolic BP 99 mmHg and respiratory rate 19 breaths/min.","episode_id":"iv_000170","anchor_time":29.471389} {"id":"MED_iv_000171_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Systolic BP recovered to 85 mmHg after a recent low of 85 mmHg below 90 mmHg; heart rate returned to 50 bpm after reaching 71 bpm; the most recent entries show heart rate 50 bpm and MAP 88 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 88% and 96%, with the latest value 94%; systolic BP recovered to 85 mmHg after a recent low of 85 mmHg below 90 mmHg; the last snapshot shows MAP 88 mmHg with systolic BP 85 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 88% and 96%, with the latest value 94%; systolic BP recovered to 85 mmHg after a recent low of 85 mmHg below 90 mmHg; the latest bedside set shows MAP 88 mmHg and systolic BP 85 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Systolic BP recovered to 85 mmHg after a recent low of 85 mmHg below 90 mmHg; heart rate returned to 50 bpm after reaching 71 bpm; the current values include heart rate 50 bpm and MAP 88 mmHg.","answer":"A","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Systolic BP recovered to 85 mmHg after a recent low of 85 mmHg below 90 mmHg; heart rate returned to 50 bpm after reaching 71 bpm; the most recent entries show heart rate 50 bpm and MAP 88 mmHg.","episode_id":"iv_000171","anchor_time":215.566667} {"id":"MED_iv_000172_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate ended at 35 breaths/min after a recent low of 14 breaths/min; the latest systolic BP is 131 mmHg; the latest respiratory rate is 35 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate ended at 35 breaths/min after a recent low of 14 breaths/min; the latest systolic BP is 131 mmHg; the latest respiratory rate is 35 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate ended at 35 breaths/min after a recent low of 14 breaths/min; the latest MAP is 79 mmHg; the latest heart rate is 81 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate ended at 35 breaths/min after a recent low of 14 breaths/min; the latest MAP is 79 mmHg; the latest heart rate is 81 bpm.","answer":"C","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate ended at 35 breaths/min after a recent low of 14 breaths/min; the latest MAP is 79 mmHg; the latest heart rate is 81 bpm.","episode_id":"iv_000172","anchor_time":48.730556} {"id":"MED_iv_000172_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate ended at 35 breaths/min after a recent low of 14 breaths/min; the latest systolic BP is 131 mmHg; the latest respiratory rate is 35 breaths/min.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate ended at 35 breaths/min after a recent low of 14 breaths/min; the latest heart rate is 81 bpm; the latest MAP is 79 mmHg.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate ended at 35 breaths/min after a recent low of 14 breaths/min; the latest heart rate is 81 bpm; the latest MAP is 79 mmHg.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate ended at 35 breaths/min after a recent low of 14 breaths/min; the latest systolic BP is 131 mmHg; the latest respiratory rate is 35 breaths/min.","answer":"A","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate ended at 35 breaths/min after a recent low of 14 breaths/min; the latest systolic BP is 131 mmHg; the latest respiratory rate is 35 breaths/min.","episode_id":"iv_000172","anchor_time":48.730556} {"id":"MED_iv_000172_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate ended at 35 breaths/min after a recent low of 14 breaths/min; the latest MAP is 79 mmHg; the latest systolic BP is 131 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate ended at 35 breaths/min after a recent low of 14 breaths/min; the latest heart rate is 81 bpm; the latest MAP is 79 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate ended at 35 breaths/min after a recent low of 14 breaths/min; the latest heart rate is 81 bpm; the latest MAP is 79 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate ended at 35 breaths/min after a recent low of 14 breaths/min; the latest MAP is 79 mmHg; the latest systolic BP is 131 mmHg.","answer":"C","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate ended at 35 breaths/min after a recent low of 14 breaths/min; the latest heart rate is 81 bpm; the latest MAP is 79 mmHg.","episode_id":"iv_000172","anchor_time":48.730556} {"id":"MED_iv_000173_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 15.3 K/uL; the latest MAP is 75 mmHg; the latest systolic BP is 116 mmHg.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 15.3 K/uL; the latest MAP is 75 mmHg; the latest heart rate is 74 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. The recent WBC reading was 15.3 K/uL; the latest MAP is 75 mmHg; the latest heart rate is 74 bpm.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 15.3 K/uL; the latest MAP is 75 mmHg; the latest systolic BP is 116 mmHg.","answer":"A","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 15.3 K/uL; the latest MAP is 75 mmHg; the latest systolic BP is 116 mmHg.","episode_id":"iv_000173","anchor_time":155.533333} {"id":"MED_iv_000173_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. The recent WBC reading was 15.3 K/uL; the latest heart rate is 74 bpm; the latest MAP is 75 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. The recent WBC reading was 15.3 K/uL; the latest systolic BP is 116 mmHg; the latest respiratory rate is 23 breaths/min.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 15.3 K/uL; the latest heart rate is 74 bpm; the latest MAP is 75 mmHg.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. The recent WBC reading was 15.3 K/uL; the latest systolic BP is 116 mmHg; the latest respiratory rate is 23 breaths/min.","answer":"B","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. The recent WBC reading was 15.3 K/uL; the latest systolic BP is 116 mmHg; the latest respiratory rate is 23 breaths/min.","episode_id":"iv_000173","anchor_time":155.533333} {"id":"MED_iv_000175_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 85% and 98%, with the latest value 97%; the latest MAP is 109 mmHg; the latest systolic BP is 141 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 85% and 98%, with the latest value 97%; the latest MAP is 109 mmHg; the latest heart rate is 95 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 85% and 98%, with the latest value 97%; the latest MAP is 109 mmHg; the latest systolic BP is 141 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 varied between 85% and 98%, with the latest value 97%; the latest MAP is 109 mmHg; the latest heart rate is 95 bpm.","answer":"A","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 85% and 98%, with the latest value 97%; the latest MAP is 109 mmHg; the latest systolic BP is 141 mmHg.","episode_id":"iv_000175","anchor_time":31.8} {"id":"MED_iv_000175_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 85% and 98%, with the latest value 97%; the latest MAP is 109 mmHg; the latest heart rate is 95 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 85% and 98%, with the latest value 97%; the latest MAP is 109 mmHg; the latest heart rate is 95 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 varied between 85% and 98%, with the latest value 97%; the latest systolic BP is 141 mmHg; the latest respiratory rate is 18 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 varied between 85% and 98%, with the latest value 97%; the latest systolic BP is 141 mmHg; the latest respiratory rate is 18 breaths/min.","answer":"A","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 85% and 98%, with the latest value 97%; the latest MAP is 109 mmHg; the latest heart rate is 95 bpm.","episode_id":"iv_000175","anchor_time":31.8} {"id":"MED_iv_000175_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 varied between 85% and 98%, with the latest value 97%; the latest MAP is 109 mmHg; the latest systolic BP is 141 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 varied between 85% and 98%, with the latest value 97%; the latest heart rate is 95 bpm; the latest MAP is 109 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 85% and 98%, with the latest value 97%; the latest heart rate is 95 bpm; the latest MAP is 109 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 85% and 98%, with the latest value 97%; the latest MAP is 109 mmHg; the latest systolic BP is 141 mmHg.","answer":"C","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 85% and 98%, with the latest value 97%; the latest heart rate is 95 bpm; the latest MAP is 109 mmHg.","episode_id":"iv_000175","anchor_time":31.8} {"id":"MED_iv_000177_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 70 mmHg after a recent low of 58 mmHg below 65 mmHg; respiratory rate returned to 25 breaths/min after reaching 29 breaths/min; the current values include systolic BP 126 mmHg and respiratory rate 25 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 70 mmHg after a recent low of 58 mmHg below 65 mmHg; respiratory rate returned to 25 breaths/min after reaching 29 breaths/min; the most recent entries show systolic BP 126 mmHg and respiratory rate 25 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Diastolic BP recovered to 52 mmHg after a recent low of 44 mmHg below 50 mmHg; respiratory rate returned to 25 breaths/min after reaching 29 breaths/min; the latest bedside set shows MAP 70 mmHg and heart rate 97 bpm.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Diastolic BP recovered to 52 mmHg after a recent low of 44 mmHg below 50 mmHg; respiratory rate returned to 25 breaths/min after reaching 29 breaths/min; the last snapshot shows MAP 70 mmHg with heart rate 97 bpm.","answer":"D","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Diastolic BP recovered to 52 mmHg after a recent low of 44 mmHg below 50 mmHg; respiratory rate returned to 25 breaths/min after reaching 29 breaths/min; the last snapshot shows MAP 70 mmHg with heart rate 97 bpm.","episode_id":"iv_000177","anchor_time":73.621944} {"id":"MED_iv_000178_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 ended at 100% after dropping as low as 88%; heart rate varied between 47 bpm and 60 bpm, with the latest value 56 bpm; the most recent entries show systolic BP 117 mmHg and respiratory rate 13 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 ended at 100% after dropping as low as 88%; heart rate varied between 47 bpm and 60 bpm, with the latest value 56 bpm; the current values include systolic BP 117 mmHg and respiratory rate 13 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate varied between 47 bpm and 60 bpm, with the latest value 56 bpm; the latest MAP is 74 mmHg; the latest heart rate is 56 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate varied between 47 bpm and 60 bpm, with the latest value 56 bpm; the latest MAP is 74 mmHg; the latest heart rate is 56 bpm.","answer":"D","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate varied between 47 bpm and 60 bpm, with the latest value 56 bpm; the latest MAP is 74 mmHg; the latest heart rate is 56 bpm.","episode_id":"iv_000178","anchor_time":124.116667} {"id":"MED_iv_000178_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 ended at 100% after dropping as low as 88%; heart rate varied between 47 bpm and 60 bpm, with the latest value 56 bpm; the most recent entries show heart rate 56 bpm and MAP 74 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 ended at 100% after dropping as low as 88%; heart rate varied between 47 bpm and 60 bpm, with the latest value 56 bpm; the current values include systolic BP 117 mmHg and respiratory rate 13 breaths/min.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 ended at 100% after dropping as low as 88%; heart rate varied between 47 bpm and 60 bpm, with the latest value 56 bpm; the last snapshot shows systolic BP 117 mmHg with respiratory rate 13 breaths/min.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 ended at 100% after dropping as low as 88%; heart rate varied between 47 bpm and 60 bpm, with the latest value 56 bpm; the latest bedside set shows heart rate 56 bpm and MAP 74 mmHg.","answer":"B","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 ended at 100% after dropping as low as 88%; heart rate varied between 47 bpm and 60 bpm, with the latest value 56 bpm; the current values include systolic BP 117 mmHg and respiratory rate 13 breaths/min.","episode_id":"iv_000178","anchor_time":124.116667} {"id":"MED_iv_000178_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 ended at 100% after dropping as low as 88%; heart rate varied between 47 bpm and 60 bpm, with the latest value 56 bpm; the current values include heart rate 56 bpm and MAP 74 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 ended at 100% after dropping as low as 88%; heart rate varied between 47 bpm and 60 bpm, with the latest value 56 bpm; the latest bedside set shows MAP 74 mmHg and systolic BP 117 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 ended at 100% after dropping as low as 88%; heart rate varied between 47 bpm and 60 bpm, with the latest value 56 bpm; the last snapshot shows MAP 74 mmHg with systolic BP 117 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 ended at 100% after dropping as low as 88%; heart rate varied between 47 bpm and 60 bpm, with the latest value 56 bpm; the most recent entries show heart rate 56 bpm and MAP 74 mmHg.","answer":"D","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 ended at 100% after dropping as low as 88%; heart rate varied between 47 bpm and 60 bpm, with the latest value 56 bpm; the most recent entries show heart rate 56 bpm and MAP 74 mmHg.","episode_id":"iv_000178","anchor_time":124.116667} {"id":"MED_iv_000179_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 111 mmHg; the latest respiratory rate is 15 breaths/min.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 86 bpm; the latest MAP is 67 mmHg.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 86 bpm; the latest MAP is 67 mmHg.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 111 mmHg; the latest respiratory rate is 15 breaths/min.","answer":"A","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 111 mmHg; the latest respiratory rate is 15 breaths/min.","episode_id":"iv_000179","anchor_time":25.466667} {"id":"MED_iv_000180_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Lactate was 2.1 mmol/L on the available recent reading; the recent WBC reading was 16.6 K/uL; the last snapshot shows MAP 79 mmHg with heart rate 97 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Urine output most recently reached 175 mL after low intervals down to 10 mL; lactate was 2.1 mmol/L on the available recent reading; the latest bedside set shows MAP 79 mmHg and systolic BP 107 mmHg.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 175 mL after low intervals down to 10 mL; lactate was 2.1 mmol/L on the available recent reading; the most recent entries show MAP 79 mmHg and systolic BP 107 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Lactate was 2.1 mmol/L on the available recent reading; the recent WBC reading was 16.6 K/uL; the current values include MAP 79 mmHg and heart rate 97 bpm.","answer":"C","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 175 mL after low intervals down to 10 mL; lactate was 2.1 mmol/L on the available recent reading; the most recent entries show MAP 79 mmHg and systolic BP 107 mmHg.","episode_id":"iv_000180","anchor_time":29.241944} {"id":"MED_iv_000180_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 175 mL after low intervals down to 10 mL; lactate was 2.1 mmol/L on the available recent reading; the latest bedside set shows MAP 79 mmHg and systolic BP 107 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Urine output most recently reached 175 mL after low intervals down to 10 mL; lactate was 2.1 mmol/L on the available recent reading; the last snapshot shows MAP 79 mmHg with systolic BP 107 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Lactate was 2.1 mmol/L on the available recent reading; the recent WBC reading was 16.6 K/uL; the current values include heart rate 97 bpm and MAP 79 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Lactate was 2.1 mmol/L on the available recent reading; the recent WBC reading was 16.6 K/uL; the most recent entries show heart rate 97 bpm and MAP 79 mmHg.","answer":"D","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Lactate was 2.1 mmol/L on the available recent reading; the recent WBC reading was 16.6 K/uL; the most recent entries show heart rate 97 bpm and MAP 79 mmHg.","episode_id":"iv_000180","anchor_time":29.241944} {"id":"MED_iv_000181_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Heart rate ended at 83 bpm after a recent low of 50 bpm; systolic BP recovered to 97 mmHg after a recent low of 97 mmHg below 90 mmHg; the current values include systolic BP 97 mmHg and respiratory rate 13 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Systolic BP recovered to 97 mmHg after a recent low of 97 mmHg below 90 mmHg; the latest MAP is 73 mmHg; the latest heart rate is 83 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Systolic BP recovered to 97 mmHg after a recent low of 97 mmHg below 90 mmHg; the latest MAP is 73 mmHg; the latest heart rate is 83 bpm.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Heart rate ended at 83 bpm after a recent low of 50 bpm; systolic BP recovered to 97 mmHg after a recent low of 97 mmHg below 90 mmHg; the most recent entries show systolic BP 97 mmHg and respiratory rate 13 breaths/min.","answer":"C","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Systolic BP recovered to 97 mmHg after a recent low of 97 mmHg below 90 mmHg; the latest MAP is 73 mmHg; the latest heart rate is 83 bpm.","episode_id":"iv_000181","anchor_time":59.133333} {"id":"MED_iv_000181_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Heart rate ended at 83 bpm after a recent low of 50 bpm; systolic BP recovered to 97 mmHg after a recent low of 97 mmHg below 90 mmHg; the last snapshot shows systolic BP 97 mmHg with respiratory rate 13 breaths/min.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate ended at 83 bpm after a recent low of 50 bpm; systolic BP recovered to 97 mmHg after a recent low of 97 mmHg below 90 mmHg; the current values include systolic BP 97 mmHg and respiratory rate 13 breaths/min.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Heart rate ended at 83 bpm after a recent low of 50 bpm; systolic BP recovered to 97 mmHg after a recent low of 97 mmHg below 90 mmHg; the latest bedside set shows heart rate 83 bpm and MAP 73 mmHg.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Heart rate ended at 83 bpm after a recent low of 50 bpm; systolic BP recovered to 97 mmHg after a recent low of 97 mmHg below 90 mmHg; the most recent entries show heart rate 83 bpm and MAP 73 mmHg.","answer":"A","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Heart rate ended at 83 bpm after a recent low of 50 bpm; systolic BP recovered to 97 mmHg after a recent low of 97 mmHg below 90 mmHg; the last snapshot shows systolic BP 97 mmHg with respiratory rate 13 breaths/min.","episode_id":"iv_000181","anchor_time":59.133333} {"id":"MED_iv_000181_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Heart rate ended at 83 bpm after a recent low of 50 bpm; systolic BP recovered to 97 mmHg after a recent low of 97 mmHg below 90 mmHg; the latest bedside set shows MAP 73 mmHg and systolic BP 97 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate ended at 83 bpm after a recent low of 50 bpm; systolic BP recovered to 97 mmHg after a recent low of 97 mmHg below 90 mmHg; the most recent entries show heart rate 83 bpm and MAP 73 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Heart rate ended at 83 bpm after a recent low of 50 bpm; systolic BP recovered to 97 mmHg after a recent low of 97 mmHg below 90 mmHg; the current values include heart rate 83 bpm and MAP 73 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate ended at 83 bpm after a recent low of 50 bpm; systolic BP recovered to 97 mmHg after a recent low of 97 mmHg below 90 mmHg; the last snapshot shows MAP 73 mmHg with systolic BP 97 mmHg.","answer":"B","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate ended at 83 bpm after a recent low of 50 bpm; systolic BP recovered to 97 mmHg after a recent low of 97 mmHg below 90 mmHg; the most recent entries show heart rate 83 bpm and MAP 73 mmHg.","episode_id":"iv_000181","anchor_time":59.133333} {"id":"MED_iv_000182_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. MAP recovered to 81 mmHg after a recent low of 39 mmHg below 65 mmHg; the latest MAP is 81 mmHg; the latest systolic BP is 138 mmHg.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. MAP recovered to 81 mmHg after a recent low of 39 mmHg below 65 mmHg; the latest MAP is 81 mmHg; the latest heart rate is 59 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. MAP recovered to 81 mmHg after a recent low of 39 mmHg below 65 mmHg; the latest MAP is 81 mmHg; the latest heart rate is 59 bpm.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 81 mmHg after a recent low of 39 mmHg below 65 mmHg; the latest MAP is 81 mmHg; the latest systolic BP is 138 mmHg.","answer":"A","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. MAP recovered to 81 mmHg after a recent low of 39 mmHg below 65 mmHg; the latest MAP is 81 mmHg; the latest systolic BP is 138 mmHg.","episode_id":"iv_000182","anchor_time":45.85} {"id":"MED_iv_000182_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 81 mmHg after a recent low of 39 mmHg below 65 mmHg; the latest systolic BP is 138 mmHg; the latest respiratory rate is 14 breaths/min.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 81 mmHg after a recent low of 39 mmHg below 65 mmHg; the latest systolic BP is 138 mmHg; the latest respiratory rate is 14 breaths/min.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. MAP recovered to 81 mmHg after a recent low of 39 mmHg below 65 mmHg; the latest heart rate is 59 bpm; the latest MAP is 81 mmHg.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 81 mmHg after a recent low of 39 mmHg below 65 mmHg; the latest heart rate is 59 bpm; the latest MAP is 81 mmHg.","answer":"A","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 81 mmHg after a recent low of 39 mmHg below 65 mmHg; the latest systolic BP is 138 mmHg; the latest respiratory rate is 14 breaths/min.","episode_id":"iv_000182","anchor_time":45.85} {"id":"MED_iv_000183_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. MAP recovered to 51 mmHg after a recent low of 46 mmHg below 65 mmHg; creatinine ended at 2 mg/dL after dropping as low as 0.7 mg/dL; the last snapshot shows MAP 51 mmHg with systolic BP 99 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. MAP recovered to 51 mmHg after a recent low of 46 mmHg below 65 mmHg; creatinine ended at 2 mg/dL after dropping as low as 0.7 mg/dL; the latest bedside set shows MAP 51 mmHg and systolic BP 99 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate ended at 26 breaths/min after a recent low of 18 breaths/min; systolic BP recovered to 99 mmHg after a recent low of 92 mmHg below 90 mmHg; the most recent entries show heart rate 73 bpm and MAP 51 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate ended at 26 breaths/min after a recent low of 18 breaths/min; systolic BP recovered to 99 mmHg after a recent low of 92 mmHg below 90 mmHg; the current values include heart rate 73 bpm and MAP 51 mmHg.","answer":"C","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate ended at 26 breaths/min after a recent low of 18 breaths/min; systolic BP recovered to 99 mmHg after a recent low of 92 mmHg below 90 mmHg; the most recent entries show heart rate 73 bpm and MAP 51 mmHg.","episode_id":"iv_000183","anchor_time":39.363889} {"id":"MED_iv_000185_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate ended at 15 breaths/min after a recent low of 10 breaths/min; the recent WBC reading was 19 K/uL; the most recent entries show systolic BP 139 mmHg and respiratory rate 15 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate ended at 15 breaths/min after a recent low of 10 breaths/min; the recent WBC reading was 19 K/uL; the current values include systolic BP 139 mmHg and respiratory rate 15 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 19 K/uL; the latest MAP is 92 mmHg; the latest heart rate is 90 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 19 K/uL; the latest MAP is 92 mmHg; the latest heart rate is 90 bpm.","answer":"D","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 19 K/uL; the latest MAP is 92 mmHg; the latest heart rate is 90 bpm.","episode_id":"iv_000185","anchor_time":47.844167} {"id":"MED_iv_000185_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate ended at 15 breaths/min after a recent low of 10 breaths/min; the recent WBC reading was 19 K/uL; the latest bedside set shows systolic BP 139 mmHg and respiratory rate 15 breaths/min.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate ended at 15 breaths/min after a recent low of 10 breaths/min; the recent WBC reading was 19 K/uL; the most recent entries show heart rate 90 bpm and MAP 92 mmHg.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate ended at 15 breaths/min after a recent low of 10 breaths/min; the recent WBC reading was 19 K/uL; the current values include systolic BP 139 mmHg and respiratory rate 15 breaths/min.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate ended at 15 breaths/min after a recent low of 10 breaths/min; the recent WBC reading was 19 K/uL; the last snapshot shows heart rate 90 bpm with MAP 92 mmHg.","answer":"A","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate ended at 15 breaths/min after a recent low of 10 breaths/min; the recent WBC reading was 19 K/uL; the latest bedside set shows systolic BP 139 mmHg and respiratory rate 15 breaths/min.","episode_id":"iv_000185","anchor_time":47.844167} {"id":"MED_iv_000185_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate ended at 15 breaths/min after a recent low of 10 breaths/min; the recent WBC reading was 19 K/uL; the most recent entries show heart rate 90 bpm and MAP 92 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate ended at 15 breaths/min after a recent low of 10 breaths/min; the recent WBC reading was 19 K/uL; the latest bedside set shows MAP 92 mmHg and systolic BP 139 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate ended at 15 breaths/min after a recent low of 10 breaths/min; the recent WBC reading was 19 K/uL; the current values include heart rate 90 bpm and MAP 92 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate ended at 15 breaths/min after a recent low of 10 breaths/min; the recent WBC reading was 19 K/uL; the last snapshot shows MAP 92 mmHg with systolic BP 139 mmHg.","answer":"A","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate ended at 15 breaths/min after a recent low of 10 breaths/min; the recent WBC reading was 19 K/uL; the most recent entries show heart rate 90 bpm and MAP 92 mmHg.","episode_id":"iv_000185","anchor_time":47.844167} {"id":"MED_iv_000188_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 3.5 K/uL; the latest MAP is 113 mmHg; the latest heart rate is 75 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. The recent WBC reading was 3.5 K/uL; the latest MAP is 113 mmHg; the latest systolic BP is 143 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 3.5 K/uL; the latest MAP is 113 mmHg; the latest systolic BP is 143 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 3.5 K/uL; the latest MAP is 113 mmHg; the latest heart rate is 75 bpm.","answer":"C","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 3.5 K/uL; the latest MAP is 113 mmHg; the latest systolic BP is 143 mmHg.","episode_id":"iv_000188","anchor_time":75.283333} {"id":"MED_iv_000188_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. The recent WBC reading was 3.5 K/uL; the latest MAP is 113 mmHg; the latest heart rate is 75 bpm.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 3.5 K/uL; the latest systolic BP is 143 mmHg; the latest respiratory rate is 18 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 3.5 K/uL; the latest systolic BP is 143 mmHg; the latest respiratory rate is 18 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 3.5 K/uL; the latest MAP is 113 mmHg; the latest heart rate is 75 bpm.","answer":"D","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 3.5 K/uL; the latest MAP is 113 mmHg; the latest heart rate is 75 bpm.","episode_id":"iv_000188","anchor_time":75.283333} {"id":"MED_iv_000189_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 3.3 K/uL; the latest MAP is 78 mmHg; the latest heart rate is 72 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. The recent WBC reading was 3.3 K/uL; the latest systolic BP is 110 mmHg; the latest respiratory rate is 21 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. The recent WBC reading was 3.3 K/uL; the latest systolic BP is 110 mmHg; the latest respiratory rate is 21 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. The recent WBC reading was 3.3 K/uL; the latest MAP is 78 mmHg; the latest heart rate is 72 bpm.","answer":"A","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 3.3 K/uL; the latest MAP is 78 mmHg; the latest heart rate is 72 bpm.","episode_id":"iv_000189","anchor_time":62.25} {"id":"MED_iv_000189_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 3.3 K/uL; the latest heart rate is 72 bpm; the latest MAP is 78 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. The recent WBC reading was 3.3 K/uL; the latest systolic BP is 110 mmHg; the latest respiratory rate is 21 breaths/min.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. The recent WBC reading was 3.3 K/uL; the latest heart rate is 72 bpm; the latest MAP is 78 mmHg.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. The recent WBC reading was 3.3 K/uL; the latest systolic BP is 110 mmHg; the latest respiratory rate is 21 breaths/min.","answer":"B","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. The recent WBC reading was 3.3 K/uL; the latest systolic BP is 110 mmHg; the latest respiratory rate is 21 breaths/min.","episode_id":"iv_000189","anchor_time":62.25} {"id":"MED_iv_000190_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 18.6 K/uL; the latest MAP is 89 mmHg; the latest heart rate is 98 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. MAP recovered to 89 mmHg after a recent low of 61 mmHg below 65 mmHg; the recent WBC reading was 18.6 K/uL; the most recent entries show systolic BP 121 mmHg and respiratory rate 16 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 18.6 K/uL; the latest MAP is 89 mmHg; the latest heart rate is 98 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. MAP recovered to 89 mmHg after a recent low of 61 mmHg below 65 mmHg; the recent WBC reading was 18.6 K/uL; the current values include systolic BP 121 mmHg and respiratory rate 16 breaths/min.","answer":"A","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 18.6 K/uL; the latest MAP is 89 mmHg; the latest heart rate is 98 bpm.","episode_id":"iv_000190","anchor_time":31.830833} {"id":"MED_iv_000191_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate varied between 22 breaths/min and 35 breaths/min, with the latest value 33 breaths/min; the recent WBC reading was 16.6 K/uL; the latest bedside set shows MAP 94 mmHg and systolic BP 125 mmHg.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 16.6 K/uL; the latest MAP is 94 mmHg; the latest heart rate is 96 bpm.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 22 breaths/min and 35 breaths/min, with the latest value 33 breaths/min; the recent WBC reading was 16.6 K/uL; the most recent entries show MAP 94 mmHg and systolic BP 125 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 16.6 K/uL; the latest MAP is 94 mmHg; the latest heart rate is 96 bpm.","answer":"C","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 22 breaths/min and 35 breaths/min, with the latest value 33 breaths/min; the recent WBC reading was 16.6 K/uL; the most recent entries show MAP 94 mmHg and systolic BP 125 mmHg.","episode_id":"iv_000191","anchor_time":99.45} {"id":"MED_iv_000191_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate varied between 22 breaths/min and 35 breaths/min, with the latest value 33 breaths/min; the recent WBC reading was 16.6 K/uL; the current values include systolic BP 125 mmHg and respiratory rate 33 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 16.6 K/uL; the latest MAP is 94 mmHg; the latest heart rate is 96 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate varied between 22 breaths/min and 35 breaths/min, with the latest value 33 breaths/min; the recent WBC reading was 16.6 K/uL; the latest bedside set shows systolic BP 125 mmHg and respiratory rate 33 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. The recent WBC reading was 16.6 K/uL; the latest MAP is 94 mmHg; the latest heart rate is 96 bpm.","answer":"B","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 16.6 K/uL; the latest MAP is 94 mmHg; the latest heart rate is 96 bpm.","episode_id":"iv_000191","anchor_time":99.45} {"id":"MED_iv_000191_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate varied between 22 breaths/min and 35 breaths/min, with the latest value 33 breaths/min; the recent WBC reading was 16.6 K/uL; the latest bedside set shows heart rate 96 bpm and MAP 94 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate varied between 22 breaths/min and 35 breaths/min, with the latest value 33 breaths/min; the recent WBC reading was 16.6 K/uL; the current values include systolic BP 125 mmHg and respiratory rate 33 breaths/min.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate varied between 22 breaths/min and 35 breaths/min, with the latest value 33 breaths/min; the recent WBC reading was 16.6 K/uL; the last snapshot shows systolic BP 125 mmHg with respiratory rate 33 breaths/min.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate varied between 22 breaths/min and 35 breaths/min, with the latest value 33 breaths/min; the recent WBC reading was 16.6 K/uL; the most recent entries show heart rate 96 bpm and MAP 94 mmHg.","answer":"B","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate varied between 22 breaths/min and 35 breaths/min, with the latest value 33 breaths/min; the recent WBC reading was 16.6 K/uL; the current values include systolic BP 125 mmHg and respiratory rate 33 breaths/min.","episode_id":"iv_000191","anchor_time":99.45} {"id":"MED_iv_000191_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate varied between 22 breaths/min and 35 breaths/min, with the latest value 33 breaths/min; the recent WBC reading was 16.6 K/uL; the latest bedside set shows MAP 94 mmHg and systolic BP 125 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate varied between 22 breaths/min and 35 breaths/min, with the latest value 33 breaths/min; the recent WBC reading was 16.6 K/uL; the last snapshot shows MAP 94 mmHg with systolic BP 125 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate varied between 22 breaths/min and 35 breaths/min, with the latest value 33 breaths/min; the recent WBC reading was 16.6 K/uL; the most recent entries show heart rate 96 bpm and MAP 94 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate varied between 22 breaths/min and 35 breaths/min, with the latest value 33 breaths/min; the recent WBC reading was 16.6 K/uL; the current values include heart rate 96 bpm and MAP 94 mmHg.","answer":"C","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate varied between 22 breaths/min and 35 breaths/min, with the latest value 33 breaths/min; the recent WBC reading was 16.6 K/uL; the most recent entries show heart rate 96 bpm and MAP 94 mmHg.","episode_id":"iv_000191","anchor_time":99.45} {"id":"MED_iv_000195_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Diastolic BP recovered to 26 mmHg after a recent low of 23 mmHg below 50 mmHg; SpO2 ended at 98% after dropping as low as 85%; the last snapshot shows MAP 45 mmHg with heart rate 92 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. MAP recovered to 45 mmHg after a recent low of 38 mmHg below 65 mmHg; SpO2 ended at 98% after dropping as low as 85%; the current values include systolic BP 103 mmHg and respiratory rate 29 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. MAP recovered to 45 mmHg after a recent low of 38 mmHg below 65 mmHg; SpO2 ended at 98% after dropping as low as 85%; the most recent entries show systolic BP 103 mmHg and respiratory rate 29 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Diastolic BP recovered to 26 mmHg after a recent low of 23 mmHg below 50 mmHg; SpO2 ended at 98% after dropping as low as 85%; the latest bedside set shows MAP 45 mmHg and heart rate 92 bpm.","answer":"A","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Diastolic BP recovered to 26 mmHg after a recent low of 23 mmHg below 50 mmHg; SpO2 ended at 98% after dropping as low as 85%; the last snapshot shows MAP 45 mmHg with heart rate 92 bpm.","episode_id":"iv_000195","anchor_time":91.794444} {"id":"MED_iv_000195_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 45 mmHg after a recent low of 38 mmHg below 65 mmHg; diastolic BP recovered to 26 mmHg after a recent low of 23 mmHg below 50 mmHg; the latest bedside set shows MAP 45 mmHg and systolic BP 103 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate ended at 92 bpm after a recent low of 50 bpm; respiratory rate ended at 29 breaths/min after a recent low of 20 breaths/min; the current values include heart rate 92 bpm and MAP 45 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Heart rate ended at 92 bpm after a recent low of 50 bpm; respiratory rate ended at 29 breaths/min after a recent low of 20 breaths/min; the most recent entries show heart rate 92 bpm and MAP 45 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 45 mmHg after a recent low of 38 mmHg below 65 mmHg; diastolic BP recovered to 26 mmHg after a recent low of 23 mmHg below 50 mmHg; the last snapshot shows MAP 45 mmHg with systolic BP 103 mmHg.","answer":"C","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Heart rate ended at 92 bpm after a recent low of 50 bpm; respiratory rate ended at 29 breaths/min after a recent low of 20 breaths/min; the most recent entries show heart rate 92 bpm and MAP 45 mmHg.","episode_id":"iv_000195","anchor_time":91.794444} {"id":"MED_iv_000196_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Diastolic BP recovered to 51 mmHg after a recent low of 40 mmHg below 50 mmHg; MAP recovered to 73 mmHg after a recent low of 63 mmHg below 65 mmHg; the current values include systolic BP 130 mmHg and respiratory rate 22 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 73 mmHg after a recent low of 63 mmHg below 65 mmHg; the latest MAP is 73 mmHg; the latest heart rate is 89 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 73 mmHg after a recent low of 63 mmHg below 65 mmHg; the latest MAP is 73 mmHg; the latest heart rate is 89 bpm.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Diastolic BP recovered to 51 mmHg after a recent low of 40 mmHg below 50 mmHg; MAP recovered to 73 mmHg after a recent low of 63 mmHg below 65 mmHg; the most recent entries show systolic BP 130 mmHg and respiratory rate 22 breaths/min.","answer":"B","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 73 mmHg after a recent low of 63 mmHg below 65 mmHg; the latest MAP is 73 mmHg; the latest heart rate is 89 bpm.","episode_id":"iv_000196","anchor_time":44.05} {"id":"MED_iv_000196_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Diastolic BP recovered to 51 mmHg after a recent low of 40 mmHg below 50 mmHg; MAP recovered to 73 mmHg after a recent low of 63 mmHg below 65 mmHg; the current values include heart rate 89 bpm and MAP 73 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Diastolic BP recovered to 51 mmHg after a recent low of 40 mmHg below 50 mmHg; MAP recovered to 73 mmHg after a recent low of 63 mmHg below 65 mmHg; the latest bedside set shows MAP 73 mmHg and systolic BP 130 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Diastolic BP recovered to 51 mmHg after a recent low of 40 mmHg below 50 mmHg; MAP recovered to 73 mmHg after a recent low of 63 mmHg below 65 mmHg; the last snapshot shows MAP 73 mmHg with systolic BP 130 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Diastolic BP recovered to 51 mmHg after a recent low of 40 mmHg below 50 mmHg; MAP recovered to 73 mmHg after a recent low of 63 mmHg below 65 mmHg; the most recent entries show heart rate 89 bpm and MAP 73 mmHg.","answer":"D","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Diastolic BP recovered to 51 mmHg after a recent low of 40 mmHg below 50 mmHg; MAP recovered to 73 mmHg after a recent low of 63 mmHg below 65 mmHg; the most recent entries show heart rate 89 bpm and MAP 73 mmHg.","episode_id":"iv_000196","anchor_time":44.05} {"id":"MED_iv_000197_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. MAP recovered to 67 mmHg after a recent low of 61 mmHg below 65 mmHg; WBC varied between 1 K/uL and 7.8 K/uL, with the latest value 7.3 K/uL; the most recent entries show systolic BP 107 mmHg and respiratory rate 21 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 varied between 85% and 100%, with the latest value 95%; WBC varied between 1 K/uL and 7.8 K/uL, with the latest value 7.3 K/uL; the latest bedside set shows MAP 67 mmHg and heart rate 85 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 67 mmHg after a recent low of 61 mmHg below 65 mmHg; WBC varied between 1 K/uL and 7.8 K/uL, with the latest value 7.3 K/uL; the current values include systolic BP 107 mmHg and respiratory rate 21 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 varied between 85% and 100%, with the latest value 95%; WBC varied between 1 K/uL and 7.8 K/uL, with the latest value 7.3 K/uL; the last snapshot shows MAP 67 mmHg with heart rate 85 bpm.","answer":"D","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 varied between 85% and 100%, with the latest value 95%; WBC varied between 1 K/uL and 7.8 K/uL, with the latest value 7.3 K/uL; the last snapshot shows MAP 67 mmHg with heart rate 85 bpm.","episode_id":"iv_000197","anchor_time":27.458056} {"id":"MED_iv_000198_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Creatinine was 3.5 mg/dL on the available recent reading; diastolic BP recovered to 46 mmHg after a recent low of 44 mmHg below 50 mmHg; the most recent entries show systolic BP 117 mmHg and respiratory rate 20 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Urine output most recently reached 15 mL after low intervals down to 15 mL; diastolic BP recovered to 46 mmHg after a recent low of 44 mmHg below 50 mmHg; the latest bedside set shows MAP 63 mmHg and heart rate 67 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Creatinine was 3.5 mg/dL on the available recent reading; diastolic BP recovered to 46 mmHg after a recent low of 44 mmHg below 50 mmHg; the current values include systolic BP 117 mmHg and respiratory rate 20 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Urine output most recently reached 15 mL after low intervals down to 15 mL; diastolic BP recovered to 46 mmHg after a recent low of 44 mmHg below 50 mmHg; the last snapshot shows MAP 63 mmHg with heart rate 67 bpm.","answer":"D","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Urine output most recently reached 15 mL after low intervals down to 15 mL; diastolic BP recovered to 46 mmHg after a recent low of 44 mmHg below 50 mmHg; the last snapshot shows MAP 63 mmHg with heart rate 67 bpm.","episode_id":"iv_000198","anchor_time":206.060556} {"id":"MED_iv_000198_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Creatinine was 3.5 mg/dL on the available recent reading; diastolic BP recovered to 46 mmHg after a recent low of 44 mmHg below 50 mmHg; the last snapshot shows systolic BP 117 mmHg with respiratory rate 20 breaths/min.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Diastolic BP recovered to 46 mmHg after a recent low of 44 mmHg below 50 mmHg; MAP recovered to 63 mmHg after a recent low of 63 mmHg below 65 mmHg; the latest bedside set shows heart rate 67 bpm and MAP 63 mmHg.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Diastolic BP recovered to 46 mmHg after a recent low of 44 mmHg below 50 mmHg; MAP recovered to 63 mmHg after a recent low of 63 mmHg below 65 mmHg; the most recent entries show heart rate 67 bpm and MAP 63 mmHg.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Creatinine was 3.5 mg/dL on the available recent reading; diastolic BP recovered to 46 mmHg after a recent low of 44 mmHg below 50 mmHg; the current values include systolic BP 117 mmHg and respiratory rate 20 breaths/min.","answer":"A","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Creatinine was 3.5 mg/dL on the available recent reading; diastolic BP recovered to 46 mmHg after a recent low of 44 mmHg below 50 mmHg; the last snapshot shows systolic BP 117 mmHg with respiratory rate 20 breaths/min.","episode_id":"iv_000198","anchor_time":206.060556} {"id":"MED_iv_000198_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Diastolic BP recovered to 46 mmHg after a recent low of 44 mmHg below 50 mmHg; MAP recovered to 63 mmHg after a recent low of 63 mmHg below 65 mmHg; the current values include heart rate 67 bpm and MAP 63 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Diastolic BP recovered to 46 mmHg after a recent low of 44 mmHg below 50 mmHg; MAP recovered to 63 mmHg after a recent low of 63 mmHg below 65 mmHg; the most recent entries show heart rate 67 bpm and MAP 63 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Creatinine was 3.5 mg/dL on the available recent reading; urine output most recently reached 15 mL after low intervals down to 15 mL; the latest bedside set shows MAP 63 mmHg and systolic BP 117 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Creatinine was 3.5 mg/dL on the available recent reading; urine output most recently reached 15 mL after low intervals down to 15 mL; the last snapshot shows MAP 63 mmHg with systolic BP 117 mmHg.","answer":"B","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Diastolic BP recovered to 46 mmHg after a recent low of 44 mmHg below 50 mmHg; MAP recovered to 63 mmHg after a recent low of 63 mmHg below 65 mmHg; the most recent entries show heart rate 67 bpm and MAP 63 mmHg.","episode_id":"iv_000198","anchor_time":206.060556} {"id":"MED_iv_000199_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 15.6 K/uL; the latest MAP is 86 mmHg; the latest systolic BP is 120 mmHg.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 15.6 K/uL; the latest MAP is 86 mmHg; the latest heart rate is 84 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. The recent WBC reading was 15.6 K/uL; the latest MAP is 86 mmHg; the latest systolic BP is 120 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 15.6 K/uL; the latest MAP is 86 mmHg; the latest heart rate is 84 bpm.","answer":"A","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 15.6 K/uL; the latest MAP is 86 mmHg; the latest systolic BP is 120 mmHg.","episode_id":"iv_000199","anchor_time":77.943333} {"id":"MED_iv_000199_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 15.6 K/uL; the latest systolic BP is 120 mmHg; the latest respiratory rate is 14 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. The recent WBC reading was 15.6 K/uL; the latest MAP is 86 mmHg; the latest heart rate is 84 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 15.6 K/uL; the latest systolic BP is 120 mmHg; the latest respiratory rate is 14 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 15.6 K/uL; the latest MAP is 86 mmHg; the latest heart rate is 84 bpm.","answer":"D","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 15.6 K/uL; the latest MAP is 86 mmHg; the latest heart rate is 84 bpm.","episode_id":"iv_000199","anchor_time":77.943333} {"id":"MED_iv_000199_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. The recent WBC reading was 15.6 K/uL; the latest heart rate is 84 bpm; the latest MAP is 86 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 15.6 K/uL; the latest systolic BP is 120 mmHg; the latest respiratory rate is 14 breaths/min.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 15.6 K/uL; the latest heart rate is 84 bpm; the latest MAP is 86 mmHg.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 15.6 K/uL; the latest systolic BP is 120 mmHg; the latest respiratory rate is 14 breaths/min.","answer":"D","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 15.6 K/uL; the latest systolic BP is 120 mmHg; the latest respiratory rate is 14 breaths/min.","episode_id":"iv_000199","anchor_time":77.943333} {"id":"MED_iv_000199_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. The recent WBC reading was 15.6 K/uL; the latest heart rate is 84 bpm; the latest MAP is 86 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. The recent WBC reading was 15.6 K/uL; the latest heart rate is 84 bpm; the latest MAP is 86 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 15.6 K/uL; the latest MAP is 86 mmHg; the latest systolic BP is 120 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. The recent WBC reading was 15.6 K/uL; the latest MAP is 86 mmHg; the latest systolic BP is 120 mmHg.","answer":"A","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. The recent WBC reading was 15.6 K/uL; the latest heart rate is 84 bpm; the latest MAP is 86 mmHg.","episode_id":"iv_000199","anchor_time":77.943333} {"id":"MED_iv_000200_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 ended at 100% after dropping as low as 85%; heart rate ended at 72 bpm after a recent low of 50 bpm; the latest bedside set shows MAP 72 mmHg and systolic BP 125 mmHg.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Heart rate ended at 72 bpm after a recent low of 50 bpm; WBC returned to 12.3 K/uL after reaching 17 K/uL; the current values include MAP 72 mmHg and heart rate 72 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate ended at 72 bpm after a recent low of 50 bpm; WBC returned to 12.3 K/uL after reaching 17 K/uL; the last snapshot shows MAP 72 mmHg with heart rate 72 bpm.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 ended at 100% after dropping as low as 85%; heart rate ended at 72 bpm after a recent low of 50 bpm; the most recent entries show MAP 72 mmHg and systolic BP 125 mmHg.","answer":"A","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 ended at 100% after dropping as low as 85%; heart rate ended at 72 bpm after a recent low of 50 bpm; the latest bedside set shows MAP 72 mmHg and systolic BP 125 mmHg.","episode_id":"iv_000200","anchor_time":69.966667} {"id":"MED_iv_000200_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate ended at 72 bpm after a recent low of 50 bpm; WBC returned to 12.3 K/uL after reaching 17 K/uL; the most recent entries show heart rate 72 bpm and MAP 72 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 ended at 100% after dropping as low as 85%; heart rate ended at 72 bpm after a recent low of 50 bpm; the latest bedside set shows MAP 72 mmHg and systolic BP 125 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Heart rate ended at 72 bpm after a recent low of 50 bpm; WBC returned to 12.3 K/uL after reaching 17 K/uL; the current values include heart rate 72 bpm and MAP 72 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 ended at 100% after dropping as low as 85%; heart rate ended at 72 bpm after a recent low of 50 bpm; the last snapshot shows MAP 72 mmHg with systolic BP 125 mmHg.","answer":"A","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate ended at 72 bpm after a recent low of 50 bpm; WBC returned to 12.3 K/uL after reaching 17 K/uL; the most recent entries show heart rate 72 bpm and MAP 72 mmHg.","episode_id":"iv_000200","anchor_time":69.966667} {"id":"MED_iv_000203_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. The recent WBC reading was 13.2 K/uL; the latest MAP is 81 mmHg; the latest heart rate is 75 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 13.2 K/uL; the latest MAP is 81 mmHg; the latest heart rate is 75 bpm.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 13.2 K/uL; the latest MAP is 81 mmHg; the latest systolic BP is 144 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 13.2 K/uL; the latest MAP is 81 mmHg; the latest systolic BP is 144 mmHg.","answer":"C","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 13.2 K/uL; the latest MAP is 81 mmHg; the latest systolic BP is 144 mmHg.","episode_id":"iv_000203","anchor_time":46.688889} {"id":"MED_iv_000203_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 13.2 K/uL; the latest systolic BP is 144 mmHg; the latest respiratory rate is 21 breaths/min.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 13.2 K/uL; the latest systolic BP is 144 mmHg; the latest respiratory rate is 21 breaths/min.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. The recent WBC reading was 13.2 K/uL; the latest heart rate is 75 bpm; the latest MAP is 81 mmHg.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 13.2 K/uL; the latest heart rate is 75 bpm; the latest MAP is 81 mmHg.","answer":"A","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 13.2 K/uL; the latest systolic BP is 144 mmHg; the latest respiratory rate is 21 breaths/min.","episode_id":"iv_000203","anchor_time":46.688889} {"id":"MED_iv_000203_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 13.2 K/uL; the latest heart rate is 75 bpm; the latest MAP is 81 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 13.2 K/uL; the latest MAP is 81 mmHg; the latest systolic BP is 144 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. The recent WBC reading was 13.2 K/uL; the latest MAP is 81 mmHg; the latest systolic BP is 144 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 13.2 K/uL; the latest heart rate is 75 bpm; the latest MAP is 81 mmHg.","answer":"D","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 13.2 K/uL; the latest heart rate is 75 bpm; the latest MAP is 81 mmHg.","episode_id":"iv_000203","anchor_time":46.688889} {"id":"MED_iv_000204_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 came back to 88% after reaching 95%; respiratory rate varied between 21 breaths/min and 28 breaths/min, with the latest value 27 breaths/min; the most recent entries show systolic BP 197 mmHg and respiratory rate 27 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate returned to 50 bpm after reaching 74 bpm; respiratory rate varied between 21 breaths/min and 28 breaths/min, with the latest value 27 breaths/min; the latest bedside set shows MAP 101 mmHg and heart rate 50 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 came back to 88% after reaching 95%; respiratory rate varied between 21 breaths/min and 28 breaths/min, with the latest value 27 breaths/min; the current values include systolic BP 197 mmHg and respiratory rate 27 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate returned to 50 bpm after reaching 74 bpm; respiratory rate varied between 21 breaths/min and 28 breaths/min, with the latest value 27 breaths/min; the last snapshot shows MAP 101 mmHg with heart rate 50 bpm.","answer":"B","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate returned to 50 bpm after reaching 74 bpm; respiratory rate varied between 21 breaths/min and 28 breaths/min, with the latest value 27 breaths/min; the latest bedside set shows MAP 101 mmHg and heart rate 50 bpm.","episode_id":"iv_000204","anchor_time":54.666667} {"id":"MED_iv_000204_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 came back to 88% after reaching 95%; heart rate returned to 50 bpm after reaching 74 bpm; the latest bedside set shows MAP 101 mmHg and systolic BP 197 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 came back to 88% after reaching 95%; heart rate returned to 50 bpm after reaching 74 bpm; the last snapshot shows MAP 101 mmHg with systolic BP 197 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Heart rate returned to 50 bpm after reaching 74 bpm; respiratory rate varied between 21 breaths/min and 28 breaths/min, with the latest value 27 breaths/min; the current values include heart rate 50 bpm and MAP 101 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate returned to 50 bpm after reaching 74 bpm; respiratory rate varied between 21 breaths/min and 28 breaths/min, with the latest value 27 breaths/min; the most recent entries show heart rate 50 bpm and MAP 101 mmHg.","answer":"D","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate returned to 50 bpm after reaching 74 bpm; respiratory rate varied between 21 breaths/min and 28 breaths/min, with the latest value 27 breaths/min; the most recent entries show heart rate 50 bpm and MAP 101 mmHg.","episode_id":"iv_000204","anchor_time":54.666667} {"id":"MED_iv_000208_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Diastolic BP recovered to 56 mmHg after a recent low of 43 mmHg below 50 mmHg; heart rate ended at 76 bpm after a recent low of 50 bpm; the last snapshot shows MAP 78 mmHg with heart rate 76 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Diastolic BP recovered to 56 mmHg after a recent low of 43 mmHg below 50 mmHg; heart rate ended at 76 bpm after a recent low of 50 bpm; the current values include MAP 78 mmHg and heart rate 76 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 85% and 96%, with the latest value 93%; diastolic BP recovered to 56 mmHg after a recent low of 43 mmHg below 50 mmHg; the latest bedside set shows MAP 78 mmHg and systolic BP 134 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 varied between 85% and 96%, with the latest value 93%; diastolic BP recovered to 56 mmHg after a recent low of 43 mmHg below 50 mmHg; the most recent entries show MAP 78 mmHg and systolic BP 134 mmHg.","answer":"C","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 85% and 96%, with the latest value 93%; diastolic BP recovered to 56 mmHg after a recent low of 43 mmHg below 50 mmHg; the latest bedside set shows MAP 78 mmHg and systolic BP 134 mmHg.","episode_id":"iv_000208","anchor_time":94.8775} {"id":"MED_iv_000208_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 85% and 96%, with the latest value 93%; heart rate ended at 76 bpm after a recent low of 50 bpm; the current values include systolic BP 134 mmHg and respiratory rate 17 breaths/min.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate ended at 76 bpm after a recent low of 50 bpm; MAP recovered to 78 mmHg after a recent low of 64 mmHg below 65 mmHg; the most recent entries show heart rate 76 bpm and MAP 78 mmHg.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate ended at 76 bpm after a recent low of 50 bpm; MAP recovered to 78 mmHg after a recent low of 64 mmHg below 65 mmHg; the latest bedside set shows heart rate 76 bpm and MAP 78 mmHg.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 85% and 96%, with the latest value 93%; heart rate ended at 76 bpm after a recent low of 50 bpm; the last snapshot shows systolic BP 134 mmHg with respiratory rate 17 breaths/min.","answer":"A","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 85% and 96%, with the latest value 93%; heart rate ended at 76 bpm after a recent low of 50 bpm; the current values include systolic BP 134 mmHg and respiratory rate 17 breaths/min.","episode_id":"iv_000208","anchor_time":94.8775} {"id":"MED_iv_000211_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Systolic BP recovered to 50 mmHg after a recent low of 50 mmHg below 90 mmHg; diastolic BP recovered to 32 mmHg after a recent low of 32 mmHg below 50 mmHg; the last snapshot shows MAP 37 mmHg with heart rate 50 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 37 mmHg after a recent low of 37 mmHg below 65 mmHg; systolic BP recovered to 50 mmHg after a recent low of 50 mmHg below 90 mmHg; the most recent entries show MAP 37 mmHg and systolic BP 50 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Systolic BP recovered to 50 mmHg after a recent low of 50 mmHg below 90 mmHg; diastolic BP recovered to 32 mmHg after a recent low of 32 mmHg below 50 mmHg; the current values include MAP 37 mmHg and heart rate 50 bpm.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. MAP recovered to 37 mmHg after a recent low of 37 mmHg below 65 mmHg; systolic BP recovered to 50 mmHg after a recent low of 50 mmHg below 90 mmHg; the latest bedside set shows MAP 37 mmHg and systolic BP 50 mmHg.","answer":"B","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 37 mmHg after a recent low of 37 mmHg below 65 mmHg; systolic BP recovered to 50 mmHg after a recent low of 50 mmHg below 90 mmHg; the most recent entries show MAP 37 mmHg and systolic BP 50 mmHg.","episode_id":"iv_000211","anchor_time":215.745833} {"id":"MED_iv_000212_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Heart rate varied between 45 bpm and 63 bpm, with the latest value 60 bpm; urine output most recently reached 80 mL after low intervals down to 30 mL; the last snapshot shows MAP 79 mmHg with heart rate 60 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 85% and 98%, with the latest value 95%; heart rate varied between 45 bpm and 63 bpm, with the latest value 60 bpm; the most recent entries show MAP 79 mmHg and systolic BP 121 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Heart rate varied between 45 bpm and 63 bpm, with the latest value 60 bpm; urine output most recently reached 80 mL after low intervals down to 30 mL; the current values include MAP 79 mmHg and heart rate 60 bpm.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 85% and 98%, with the latest value 95%; heart rate varied between 45 bpm and 63 bpm, with the latest value 60 bpm; the latest bedside set shows MAP 79 mmHg and systolic BP 121 mmHg.","answer":"D","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 85% and 98%, with the latest value 95%; heart rate varied between 45 bpm and 63 bpm, with the latest value 60 bpm; the latest bedside set shows MAP 79 mmHg and systolic BP 121 mmHg.","episode_id":"iv_000212","anchor_time":27.828889} {"id":"MED_iv_000213_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. WBC ended at 14.4 K/uL after a recent low of 13.3 K/uL; the latest MAP is 113 mmHg; the latest heart rate is 88 bpm.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. WBC ended at 14.4 K/uL after a recent low of 13.3 K/uL; the latest systolic BP is 156 mmHg; the latest respiratory rate is 22 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. WBC ended at 14.4 K/uL after a recent low of 13.3 K/uL; the latest systolic BP is 156 mmHg; the latest respiratory rate is 22 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. WBC ended at 14.4 K/uL after a recent low of 13.3 K/uL; the latest MAP is 113 mmHg; the latest heart rate is 88 bpm.","answer":"A","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. WBC ended at 14.4 K/uL after a recent low of 13.3 K/uL; the latest MAP is 113 mmHg; the latest heart rate is 88 bpm.","episode_id":"iv_000213","anchor_time":39.733333} {"id":"MED_iv_000213_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. WBC ended at 14.4 K/uL after a recent low of 13.3 K/uL; the latest heart rate is 88 bpm; the latest MAP is 113 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. WBC ended at 14.4 K/uL after a recent low of 13.3 K/uL; the latest MAP is 113 mmHg; the latest systolic BP is 156 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. WBC ended at 14.4 K/uL after a recent low of 13.3 K/uL; the latest heart rate is 88 bpm; the latest MAP is 113 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. WBC ended at 14.4 K/uL after a recent low of 13.3 K/uL; the latest MAP is 113 mmHg; the latest systolic BP is 156 mmHg.","answer":"C","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. WBC ended at 14.4 K/uL after a recent low of 13.3 K/uL; the latest heart rate is 88 bpm; the latest MAP is 113 mmHg.","episode_id":"iv_000213","anchor_time":39.733333} {"id":"MED_iv_000214_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest MAP is 76 mmHg; the latest systolic BP is 127 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. No strong recent threshold breach is recorded in the available variables; the latest MAP is 76 mmHg; the latest heart rate is 102 bpm.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. No strong recent threshold breach is recorded in the available variables; the latest MAP is 76 mmHg; the latest heart rate is 102 bpm.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. No strong recent threshold breach is recorded in the available variables; the latest MAP is 76 mmHg; the latest systolic BP is 127 mmHg.","answer":"A","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest MAP is 76 mmHg; the latest systolic BP is 127 mmHg.","episode_id":"iv_000214","anchor_time":92.07} {"id":"MED_iv_000214_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 127 mmHg; the latest respiratory rate is 21 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 127 mmHg; the latest respiratory rate is 21 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. No strong recent threshold breach is recorded in the available variables; the latest MAP is 76 mmHg; the latest heart rate is 102 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest MAP is 76 mmHg; the latest heart rate is 102 bpm.","answer":"D","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest MAP is 76 mmHg; the latest heart rate is 102 bpm.","episode_id":"iv_000214","anchor_time":92.07} {"id":"MED_iv_000215_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 165 mmHg; the latest respiratory rate is 16 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 165 mmHg; the latest respiratory rate is 16 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. No strong recent threshold breach is recorded in the available variables; the latest MAP is 116 mmHg; the latest heart rate is 79 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest MAP is 116 mmHg; the latest heart rate is 79 bpm.","answer":"D","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest MAP is 116 mmHg; the latest heart rate is 79 bpm.","episode_id":"iv_000215","anchor_time":193.4} {"id":"MED_iv_000215_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. No strong recent threshold breach is recorded in the available variables; the latest MAP is 116 mmHg; the latest systolic BP is 165 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 79 bpm; the latest MAP is 116 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. No strong recent threshold breach is recorded in the available variables; the latest MAP is 116 mmHg; the latest systolic BP is 165 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 79 bpm; the latest MAP is 116 mmHg.","answer":"B","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 79 bpm; the latest MAP is 116 mmHg.","episode_id":"iv_000215","anchor_time":193.4} {"id":"MED_iv_000216_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. WBC ended at 13.4 K/uL after a recent low of 12.4 K/uL; the latest MAP is 105 mmHg; the latest systolic BP is 149 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. WBC ended at 13.4 K/uL after a recent low of 12.4 K/uL; the latest MAP is 105 mmHg; the latest systolic BP is 149 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. WBC ended at 13.4 K/uL after a recent low of 12.4 K/uL; the latest heart rate is 69 bpm; the latest MAP is 105 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. WBC ended at 13.4 K/uL after a recent low of 12.4 K/uL; the latest heart rate is 69 bpm; the latest MAP is 105 mmHg.","answer":"C","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. WBC ended at 13.4 K/uL after a recent low of 12.4 K/uL; the latest heart rate is 69 bpm; the latest MAP is 105 mmHg.","episode_id":"iv_000216","anchor_time":24.1} {"id":"MED_iv_000217_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Diastolic BP recovered to 20 mmHg after a recent low of 20 mmHg below 50 mmHg; the recent WBC reading was 22 K/uL; the most recent entries show heart rate 37 bpm and MAP 27 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 65% and 100%, with the latest value 75%; diastolic BP recovered to 20 mmHg after a recent low of 20 mmHg below 50 mmHg; the last snapshot shows systolic BP 55 mmHg with respiratory rate 9 breaths/min.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Diastolic BP recovered to 20 mmHg after a recent low of 20 mmHg below 50 mmHg; the recent WBC reading was 22 K/uL; the latest bedside set shows heart rate 37 bpm and MAP 27 mmHg.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 65% and 100%, with the latest value 75%; diastolic BP recovered to 20 mmHg after a recent low of 20 mmHg below 50 mmHg; the current values include systolic BP 55 mmHg and respiratory rate 9 breaths/min.","answer":"B","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 65% and 100%, with the latest value 75%; diastolic BP recovered to 20 mmHg after a recent low of 20 mmHg below 50 mmHg; the last snapshot shows systolic BP 55 mmHg with respiratory rate 9 breaths/min.","episode_id":"iv_000217","anchor_time":148.803333} {"id":"MED_iv_000218_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 72 bpm; the latest MAP is 77 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 72 bpm; the latest MAP is 77 mmHg.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 150 mmHg; the latest respiratory rate is 21 breaths/min.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 150 mmHg; the latest respiratory rate is 21 breaths/min.","answer":"C","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 150 mmHg; the latest respiratory rate is 21 breaths/min.","episode_id":"iv_000218","anchor_time":34.001667} {"id":"MED_iv_000219_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 85% and 99%, with the latest value 94%; the latest systolic BP is 136 mmHg; the latest respiratory rate is 15 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 85% and 99%, with the latest value 94%; the latest MAP is 84 mmHg; the latest heart rate is 81 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 varied between 85% and 99%, with the latest value 94%; the latest MAP is 84 mmHg; the latest heart rate is 81 bpm.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 varied between 85% and 99%, with the latest value 94%; the latest systolic BP is 136 mmHg; the latest respiratory rate is 15 breaths/min.","answer":"B","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 85% and 99%, with the latest value 94%; the latest MAP is 84 mmHg; the latest heart rate is 81 bpm.","episode_id":"iv_000219","anchor_time":26.542222} {"id":"MED_iv_000219_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 85% and 99%, with the latest value 94%; the latest heart rate is 81 bpm; the latest MAP is 84 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 varied between 85% and 99%, with the latest value 94%; the latest heart rate is 81 bpm; the latest MAP is 84 mmHg.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 varied between 85% and 99%, with the latest value 94%; the latest systolic BP is 136 mmHg; the latest respiratory rate is 15 breaths/min.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 85% and 99%, with the latest value 94%; the latest systolic BP is 136 mmHg; the latest respiratory rate is 15 breaths/min.","answer":"C","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 varied between 85% and 99%, with the latest value 94%; the latest systolic BP is 136 mmHg; the latest respiratory rate is 15 breaths/min.","episode_id":"iv_000219","anchor_time":26.542222} {"id":"MED_iv_000219_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 varied between 85% and 99%, with the latest value 94%; the latest heart rate is 81 bpm; the latest MAP is 84 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 varied between 85% and 99%, with the latest value 94%; the latest MAP is 84 mmHg; the latest systolic BP is 136 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 85% and 99%, with the latest value 94%; the latest heart rate is 81 bpm; the latest MAP is 84 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 varied between 85% and 99%, with the latest value 94%; the latest MAP is 84 mmHg; the latest systolic BP is 136 mmHg.","answer":"C","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 85% and 99%, with the latest value 94%; the latest heart rate is 81 bpm; the latest MAP is 84 mmHg.","episode_id":"iv_000219","anchor_time":26.542222} {"id":"MED_iv_000221_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Lactate came back to 5.6 mmol/L after reaching 6.1 mmol/L; systolic BP recovered to 77 mmHg after a recent low of 77 mmHg below 90 mmHg; the most recent entries show systolic BP 77 mmHg and respiratory rate 7 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 5 breaths/min and 34 breaths/min, with the latest value 7 breaths/min; systolic BP recovered to 77 mmHg after a recent low of 77 mmHg below 90 mmHg; the last snapshot shows MAP 80 mmHg with heart rate 69 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate varied between 5 breaths/min and 34 breaths/min, with the latest value 7 breaths/min; systolic BP recovered to 77 mmHg after a recent low of 77 mmHg below 90 mmHg; the latest bedside set shows MAP 80 mmHg and heart rate 69 bpm.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Lactate came back to 5.6 mmol/L after reaching 6.1 mmol/L; systolic BP recovered to 77 mmHg after a recent low of 77 mmHg below 90 mmHg; the current values include systolic BP 77 mmHg and respiratory rate 7 breaths/min.","answer":"C","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate varied between 5 breaths/min and 34 breaths/min, with the latest value 7 breaths/min; systolic BP recovered to 77 mmHg after a recent low of 77 mmHg below 90 mmHg; the latest bedside set shows MAP 80 mmHg and heart rate 69 bpm.","episode_id":"iv_000221","anchor_time":95.433333} {"id":"MED_iv_000221_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Lactate came back to 5.6 mmol/L after reaching 6.1 mmol/L; respiratory rate varied between 5 breaths/min and 34 breaths/min, with the latest value 7 breaths/min; the last snapshot shows MAP 80 mmHg with systolic BP 77 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Lactate came back to 5.6 mmol/L after reaching 6.1 mmol/L; respiratory rate varied between 5 breaths/min and 34 breaths/min, with the latest value 7 breaths/min; the latest bedside set shows MAP 80 mmHg and systolic BP 77 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Diastolic BP recovered to 42 mmHg after a recent low of 42 mmHg below 50 mmHg; WBC ended at 21.4 K/uL after a recent low of 19.7 K/uL; the current values include heart rate 69 bpm and MAP 80 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Diastolic BP recovered to 42 mmHg after a recent low of 42 mmHg below 50 mmHg; WBC ended at 21.4 K/uL after a recent low of 19.7 K/uL; the most recent entries show heart rate 69 bpm and MAP 80 mmHg.","answer":"D","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Diastolic BP recovered to 42 mmHg after a recent low of 42 mmHg below 50 mmHg; WBC ended at 21.4 K/uL after a recent low of 19.7 K/uL; the most recent entries show heart rate 69 bpm and MAP 80 mmHg.","episode_id":"iv_000221","anchor_time":95.433333} {"id":"MED_iv_000223_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 85% and 97%, with the latest value 96%; diastolic BP recovered to 47 mmHg after a recent low of 43 mmHg below 50 mmHg; the last snapshot shows MAP 53 mmHg with heart rate 95 bpm.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 varied between 85% and 97%, with the latest value 96%; diastolic BP recovered to 47 mmHg after a recent low of 43 mmHg below 50 mmHg; the latest bedside set shows MAP 53 mmHg and heart rate 95 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 53 mmHg after a recent low of 53 mmHg below 65 mmHg; diastolic BP recovered to 47 mmHg after a recent low of 43 mmHg below 50 mmHg; the current values include systolic BP 90 mmHg and respiratory rate 24 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. MAP recovered to 53 mmHg after a recent low of 53 mmHg below 65 mmHg; diastolic BP recovered to 47 mmHg after a recent low of 43 mmHg below 50 mmHg; the most recent entries show systolic BP 90 mmHg and respiratory rate 24 breaths/min.","answer":"A","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 85% and 97%, with the latest value 96%; diastolic BP recovered to 47 mmHg after a recent low of 43 mmHg below 50 mmHg; the last snapshot shows MAP 53 mmHg with heart rate 95 bpm.","episode_id":"iv_000223","anchor_time":95.528889} {"id":"MED_iv_000223_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate ended at 24 breaths/min after a recent low of 9 breaths/min; systolic BP recovered to 90 mmHg after a recent low of 90 mmHg below 90 mmHg; the most recent entries show heart rate 95 bpm and MAP 53 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. MAP recovered to 53 mmHg after a recent low of 53 mmHg below 65 mmHg; SpO2 varied between 85% and 97%, with the latest value 96%; the latest bedside set shows MAP 53 mmHg and systolic BP 90 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate ended at 24 breaths/min after a recent low of 9 breaths/min; systolic BP recovered to 90 mmHg after a recent low of 90 mmHg below 90 mmHg; the current values include heart rate 95 bpm and MAP 53 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 53 mmHg after a recent low of 53 mmHg below 65 mmHg; SpO2 varied between 85% and 97%, with the latest value 96%; the last snapshot shows MAP 53 mmHg with systolic BP 90 mmHg.","answer":"A","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate ended at 24 breaths/min after a recent low of 9 breaths/min; systolic BP recovered to 90 mmHg after a recent low of 90 mmHg below 90 mmHg; the most recent entries show heart rate 95 bpm and MAP 53 mmHg.","episode_id":"iv_000223","anchor_time":95.528889} {"id":"MED_iv_000224_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 66 mmHg after a recent low of 53 mmHg below 65 mmHg; diastolic BP recovered to 53 mmHg after a recent low of 38 mmHg below 50 mmHg; the latest bedside set shows MAP 66 mmHg and systolic BP 115 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate ended at 17 breaths/min after a recent low of 8 breaths/min; the recent WBC reading was 13.2 K/uL; the current values include heart rate 85 bpm and MAP 66 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate ended at 17 breaths/min after a recent low of 8 breaths/min; the recent WBC reading was 13.2 K/uL; the most recent entries show heart rate 85 bpm and MAP 66 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 66 mmHg after a recent low of 53 mmHg below 65 mmHg; diastolic BP recovered to 53 mmHg after a recent low of 38 mmHg below 50 mmHg; the last snapshot shows MAP 66 mmHg with systolic BP 115 mmHg.","answer":"C","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate ended at 17 breaths/min after a recent low of 8 breaths/min; the recent WBC reading was 13.2 K/uL; the most recent entries show heart rate 85 bpm and MAP 66 mmHg.","episode_id":"iv_000224","anchor_time":30.691389} {"id":"MED_iv_000225_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 18 K/uL; the latest systolic BP is 123 mmHg; the latest respiratory rate is 14 breaths/min.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 18 K/uL; the latest systolic BP is 123 mmHg; the latest respiratory rate is 14 breaths/min.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. The recent WBC reading was 18 K/uL; the latest heart rate is 73 bpm; the latest MAP is 95 mmHg.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 18 K/uL; the latest heart rate is 73 bpm; the latest MAP is 95 mmHg.","answer":"A","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 18 K/uL; the latest systolic BP is 123 mmHg; the latest respiratory rate is 14 breaths/min.","episode_id":"iv_000225","anchor_time":25.714444} {"id":"MED_iv_000226_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. No strong recent threshold breach is recorded in the available variables; the latest MAP is 98 mmHg; the latest heart rate is 61 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. No strong recent threshold breach is recorded in the available variables; the latest MAP is 98 mmHg; the latest systolic BP is 167 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. No strong recent threshold breach is recorded in the available variables; the latest MAP is 98 mmHg; the latest heart rate is 61 bpm.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. No strong recent threshold breach is recorded in the available variables; the latest MAP is 98 mmHg; the latest systolic BP is 167 mmHg.","answer":"B","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. No strong recent threshold breach is recorded in the available variables; the latest MAP is 98 mmHg; the latest systolic BP is 167 mmHg.","episode_id":"iv_000226","anchor_time":46.1} {"id":"MED_iv_000226_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 167 mmHg; the latest respiratory rate is 20 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 167 mmHg; the latest respiratory rate is 20 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. No strong recent threshold breach is recorded in the available variables; the latest MAP is 98 mmHg; the latest heart rate is 61 bpm.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. No strong recent threshold breach is recorded in the available variables; the latest MAP is 98 mmHg; the latest heart rate is 61 bpm.","answer":"C","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. No strong recent threshold breach is recorded in the available variables; the latest MAP is 98 mmHg; the latest heart rate is 61 bpm.","episode_id":"iv_000226","anchor_time":46.1} {"id":"MED_iv_000227_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 90% and 99%, with the latest value 97%; WBC varied between 9.4 K/uL and 15.3 K/uL, with the latest value 11 K/uL; the last snapshot shows MAP 74 mmHg with heart rate 75 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 90% and 99%, with the latest value 97%; WBC varied between 9.4 K/uL and 15.3 K/uL, with the latest value 11 K/uL; the most recent entries show MAP 74 mmHg and heart rate 75 bpm.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 74 mmHg after a recent low of 60 mmHg below 65 mmHg; SpO2 varied between 90% and 99%, with the latest value 97%; the current values include MAP 74 mmHg and systolic BP 111 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 74 mmHg after a recent low of 60 mmHg below 65 mmHg; SpO2 varied between 90% and 99%, with the latest value 97%; the latest bedside set shows MAP 74 mmHg and systolic BP 111 mmHg.","answer":"C","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 74 mmHg after a recent low of 60 mmHg below 65 mmHg; SpO2 varied between 90% and 99%, with the latest value 97%; the current values include MAP 74 mmHg and systolic BP 111 mmHg.","episode_id":"iv_000227","anchor_time":27.216667} {"id":"MED_iv_000227_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 90% and 99%, with the latest value 97%; WBC varied between 9.4 K/uL and 15.3 K/uL, with the latest value 11 K/uL; the most recent entries show MAP 74 mmHg and heart rate 75 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. MAP recovered to 74 mmHg after a recent low of 60 mmHg below 65 mmHg; WBC varied between 9.4 K/uL and 15.3 K/uL, with the latest value 11 K/uL; the latest bedside set shows systolic BP 111 mmHg and respiratory rate 17 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. MAP recovered to 74 mmHg after a recent low of 60 mmHg below 65 mmHg; WBC varied between 9.4 K/uL and 15.3 K/uL, with the latest value 11 K/uL; the current values include systolic BP 111 mmHg and respiratory rate 17 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 varied between 90% and 99%, with the latest value 97%; WBC varied between 9.4 K/uL and 15.3 K/uL, with the latest value 11 K/uL; the last snapshot shows MAP 74 mmHg with heart rate 75 bpm.","answer":"A","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 90% and 99%, with the latest value 97%; WBC varied between 9.4 K/uL and 15.3 K/uL, with the latest value 11 K/uL; the most recent entries show MAP 74 mmHg and heart rate 75 bpm.","episode_id":"iv_000227","anchor_time":27.216667} {"id":"MED_iv_000227_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 90% and 99%, with the latest value 97%; WBC varied between 9.4 K/uL and 15.3 K/uL, with the latest value 11 K/uL; the latest bedside set shows heart rate 75 bpm and MAP 74 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 varied between 90% and 99%, with the latest value 97%; WBC varied between 9.4 K/uL and 15.3 K/uL, with the latest value 11 K/uL; the most recent entries show heart rate 75 bpm and MAP 74 mmHg.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. MAP recovered to 74 mmHg after a recent low of 60 mmHg below 65 mmHg; WBC varied between 9.4 K/uL and 15.3 K/uL, with the latest value 11 K/uL; the last snapshot shows systolic BP 111 mmHg with respiratory rate 17 breaths/min.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 74 mmHg after a recent low of 60 mmHg below 65 mmHg; WBC varied between 9.4 K/uL and 15.3 K/uL, with the latest value 11 K/uL; the current values include systolic BP 111 mmHg and respiratory rate 17 breaths/min.","answer":"C","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. MAP recovered to 74 mmHg after a recent low of 60 mmHg below 65 mmHg; WBC varied between 9.4 K/uL and 15.3 K/uL, with the latest value 11 K/uL; the last snapshot shows systolic BP 111 mmHg with respiratory rate 17 breaths/min.","episode_id":"iv_000227","anchor_time":27.216667} {"id":"MED_iv_000227_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 74 mmHg after a recent low of 60 mmHg below 65 mmHg; SpO2 varied between 90% and 99%, with the latest value 97%; the last snapshot shows MAP 74 mmHg with systolic BP 111 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. MAP recovered to 74 mmHg after a recent low of 60 mmHg below 65 mmHg; SpO2 varied between 90% and 99%, with the latest value 97%; the latest bedside set shows MAP 74 mmHg and systolic BP 111 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 90% and 99%, with the latest value 97%; WBC varied between 9.4 K/uL and 15.3 K/uL, with the latest value 11 K/uL; the most recent entries show heart rate 75 bpm and MAP 74 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 90% and 99%, with the latest value 97%; WBC varied between 9.4 K/uL and 15.3 K/uL, with the latest value 11 K/uL; the current values include heart rate 75 bpm and MAP 74 mmHg.","answer":"C","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 90% and 99%, with the latest value 97%; WBC varied between 9.4 K/uL and 15.3 K/uL, with the latest value 11 K/uL; the most recent entries show heart rate 75 bpm and MAP 74 mmHg.","episode_id":"iv_000227","anchor_time":27.216667} {"id":"MED_iv_000228_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 ended at 98% after dropping as low as 85%; the recent WBC reading was 1 K/uL; the latest bedside set shows MAP 81 mmHg and systolic BP 145 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 ended at 98% after dropping as low as 85%; the recent WBC reading was 1 K/uL; the most recent entries show MAP 81 mmHg and systolic BP 145 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 1 K/uL; heart rate ended at 129 bpm after a recent low of 50 bpm; the current values include MAP 81 mmHg and heart rate 129 bpm.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 1 K/uL; heart rate ended at 129 bpm after a recent low of 50 bpm; the last snapshot shows MAP 81 mmHg with heart rate 129 bpm.","answer":"B","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 ended at 98% after dropping as low as 85%; the recent WBC reading was 1 K/uL; the most recent entries show MAP 81 mmHg and systolic BP 145 mmHg.","episode_id":"iv_000228","anchor_time":255.078889} {"id":"MED_iv_000228_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 ended at 98% after dropping as low as 85%; heart rate ended at 129 bpm after a recent low of 50 bpm; the most recent entries show systolic BP 145 mmHg and respiratory rate 21 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 ended at 98% after dropping as low as 85%; heart rate ended at 129 bpm after a recent low of 50 bpm; the current values include systolic BP 145 mmHg and respiratory rate 21 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 1 K/uL; heart rate ended at 129 bpm after a recent low of 50 bpm; the last snapshot shows MAP 81 mmHg with heart rate 129 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 1 K/uL; heart rate ended at 129 bpm after a recent low of 50 bpm; the latest bedside set shows MAP 81 mmHg and heart rate 129 bpm.","answer":"C","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 1 K/uL; heart rate ended at 129 bpm after a recent low of 50 bpm; the last snapshot shows MAP 81 mmHg with heart rate 129 bpm.","episode_id":"iv_000228","anchor_time":255.078889} {"id":"MED_iv_000229_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. WBC returned to 3.3 K/uL after reaching 4 K/uL; the latest systolic BP is 116 mmHg; the latest respiratory rate is 18 breaths/min.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. WBC returned to 3.3 K/uL after reaching 4 K/uL; the latest heart rate is 80 bpm; the latest MAP is 80 mmHg.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. WBC returned to 3.3 K/uL after reaching 4 K/uL; the latest heart rate is 80 bpm; the latest MAP is 80 mmHg.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. WBC returned to 3.3 K/uL after reaching 4 K/uL; the latest systolic BP is 116 mmHg; the latest respiratory rate is 18 breaths/min.","answer":"A","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. WBC returned to 3.3 K/uL after reaching 4 K/uL; the latest systolic BP is 116 mmHg; the latest respiratory rate is 18 breaths/min.","episode_id":"iv_000229","anchor_time":62.651389} {"id":"MED_iv_000230_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Heart rate returned to 50 bpm after reaching 62 bpm; the latest MAP is 88 mmHg; the latest heart rate is 50 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate returned to 50 bpm after reaching 62 bpm; the latest MAP is 88 mmHg; the latest heart rate is 50 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 came back to 88% after reaching 99%; heart rate returned to 50 bpm after reaching 62 bpm; the most recent entries show systolic BP 118 mmHg and respiratory rate 14 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 came back to 88% after reaching 99%; heart rate returned to 50 bpm after reaching 62 bpm; the current values include systolic BP 118 mmHg and respiratory rate 14 breaths/min.","answer":"B","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate returned to 50 bpm after reaching 62 bpm; the latest MAP is 88 mmHg; the latest heart rate is 50 bpm.","episode_id":"iv_000230","anchor_time":39.416667} {"id":"MED_iv_000231_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Heart rate varied between 50 bpm and 116 bpm, with the latest value 91 bpm; WBC returned to 12.6 K/uL after reaching 14.4 K/uL; the latest bedside set shows MAP 93 mmHg and systolic BP 123 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Heart rate varied between 50 bpm and 116 bpm, with the latest value 91 bpm; WBC returned to 12.6 K/uL after reaching 14.4 K/uL; the last snapshot shows MAP 93 mmHg with systolic BP 123 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Heart rate varied between 50 bpm and 116 bpm, with the latest value 91 bpm; WBC returned to 12.6 K/uL after reaching 14.4 K/uL; the current values include heart rate 91 bpm and MAP 93 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Heart rate varied between 50 bpm and 116 bpm, with the latest value 91 bpm; WBC returned to 12.6 K/uL after reaching 14.4 K/uL; the most recent entries show heart rate 91 bpm and MAP 93 mmHg.","answer":"D","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Heart rate varied between 50 bpm and 116 bpm, with the latest value 91 bpm; WBC returned to 12.6 K/uL after reaching 14.4 K/uL; the most recent entries show heart rate 91 bpm and MAP 93 mmHg.","episode_id":"iv_000231","anchor_time":43.562778} {"id":"MED_iv_000232_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 20 breaths/min and 36 breaths/min, with the latest value 34 breaths/min; the latest MAP is 114 mmHg; the latest systolic BP is 174 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate varied between 20 breaths/min and 36 breaths/min, with the latest value 34 breaths/min; the latest MAP is 114 mmHg; the latest systolic BP is 174 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 20 breaths/min and 36 breaths/min, with the latest value 34 breaths/min; the latest MAP is 114 mmHg; the latest heart rate is 77 bpm.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate varied between 20 breaths/min and 36 breaths/min, with the latest value 34 breaths/min; the latest MAP is 114 mmHg; the latest heart rate is 77 bpm.","answer":"A","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 20 breaths/min and 36 breaths/min, with the latest value 34 breaths/min; the latest MAP is 114 mmHg; the latest systolic BP is 174 mmHg.","episode_id":"iv_000232","anchor_time":171.126389} {"id":"MED_iv_000232_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate varied between 20 breaths/min and 36 breaths/min, with the latest value 34 breaths/min; the latest systolic BP is 174 mmHg; the latest respiratory rate is 34 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate varied between 20 breaths/min and 36 breaths/min, with the latest value 34 breaths/min; the latest systolic BP is 174 mmHg; the latest respiratory rate is 34 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate varied between 20 breaths/min and 36 breaths/min, with the latest value 34 breaths/min; the latest MAP is 114 mmHg; the latest heart rate is 77 bpm.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate varied between 20 breaths/min and 36 breaths/min, with the latest value 34 breaths/min; the latest MAP is 114 mmHg; the latest heart rate is 77 bpm.","answer":"C","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate varied between 20 breaths/min and 36 breaths/min, with the latest value 34 breaths/min; the latest MAP is 114 mmHg; the latest heart rate is 77 bpm.","episode_id":"iv_000232","anchor_time":171.126389} {"id":"MED_iv_000232_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 20 breaths/min and 36 breaths/min, with the latest value 34 breaths/min; the latest heart rate is 77 bpm; the latest MAP is 114 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate varied between 20 breaths/min and 36 breaths/min, with the latest value 34 breaths/min; the latest systolic BP is 174 mmHg; the latest respiratory rate is 34 breaths/min.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 20 breaths/min and 36 breaths/min, with the latest value 34 breaths/min; the latest systolic BP is 174 mmHg; the latest respiratory rate is 34 breaths/min.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate varied between 20 breaths/min and 36 breaths/min, with the latest value 34 breaths/min; the latest heart rate is 77 bpm; the latest MAP is 114 mmHg.","answer":"C","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 20 breaths/min and 36 breaths/min, with the latest value 34 breaths/min; the latest systolic BP is 174 mmHg; the latest respiratory rate is 34 breaths/min.","episode_id":"iv_000232","anchor_time":171.126389} {"id":"MED_iv_000232_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate varied between 20 breaths/min and 36 breaths/min, with the latest value 34 breaths/min; the latest MAP is 114 mmHg; the latest systolic BP is 174 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 20 breaths/min and 36 breaths/min, with the latest value 34 breaths/min; the latest heart rate is 77 bpm; the latest MAP is 114 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate varied between 20 breaths/min and 36 breaths/min, with the latest value 34 breaths/min; the latest MAP is 114 mmHg; the latest systolic BP is 174 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate varied between 20 breaths/min and 36 breaths/min, with the latest value 34 breaths/min; the latest heart rate is 77 bpm; the latest MAP is 114 mmHg.","answer":"B","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 20 breaths/min and 36 breaths/min, with the latest value 34 breaths/min; the latest heart rate is 77 bpm; the latest MAP is 114 mmHg.","episode_id":"iv_000232","anchor_time":171.126389} {"id":"MED_iv_000237_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 15 mL after low intervals down to 10 mL; respiratory rate varied between 9 breaths/min and 24 breaths/min, with the latest value 15 breaths/min; the last snapshot shows systolic BP 110 mmHg with respiratory rate 15 breaths/min.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Urine output most recently reached 15 mL after low intervals down to 10 mL; respiratory rate varied between 9 breaths/min and 24 breaths/min, with the latest value 15 breaths/min; the latest bedside set shows heart rate 72 bpm and MAP 82 mmHg.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Urine output most recently reached 15 mL after low intervals down to 10 mL; respiratory rate varied between 9 breaths/min and 24 breaths/min, with the latest value 15 breaths/min; the most recent entries show heart rate 72 bpm and MAP 82 mmHg.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Urine output most recently reached 15 mL after low intervals down to 10 mL; respiratory rate varied between 9 breaths/min and 24 breaths/min, with the latest value 15 breaths/min; the current values include systolic BP 110 mmHg and respiratory rate 15 breaths/min.","answer":"A","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 15 mL after low intervals down to 10 mL; respiratory rate varied between 9 breaths/min and 24 breaths/min, with the latest value 15 breaths/min; the last snapshot shows systolic BP 110 mmHg with respiratory rate 15 breaths/min.","episode_id":"iv_000237","anchor_time":67.766667} {"id":"MED_iv_000237_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Urine output most recently reached 15 mL after low intervals down to 10 mL; respiratory rate varied between 9 breaths/min and 24 breaths/min, with the latest value 15 breaths/min; the last snapshot shows MAP 82 mmHg with systolic BP 110 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Urine output most recently reached 15 mL after low intervals down to 10 mL; respiratory rate varied between 9 breaths/min and 24 breaths/min, with the latest value 15 breaths/min; the latest bedside set shows MAP 82 mmHg and systolic BP 110 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Urine output most recently reached 15 mL after low intervals down to 10 mL; respiratory rate varied between 9 breaths/min and 24 breaths/min, with the latest value 15 breaths/min; the current values include heart rate 72 bpm and MAP 82 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 15 mL after low intervals down to 10 mL; respiratory rate varied between 9 breaths/min and 24 breaths/min, with the latest value 15 breaths/min; the most recent entries show heart rate 72 bpm and MAP 82 mmHg.","answer":"D","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 15 mL after low intervals down to 10 mL; respiratory rate varied between 9 breaths/min and 24 breaths/min, with the latest value 15 breaths/min; the most recent entries show heart rate 72 bpm and MAP 82 mmHg.","episode_id":"iv_000237","anchor_time":67.766667} {"id":"MED_iv_000238_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 40 mmHg after a recent low of 40 mmHg below 65 mmHg; SpO2 ended at 97% after dropping as low as 88%; the current values include systolic BP 87 mmHg and respiratory rate 17 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Diastolic BP recovered to 34 mmHg after a recent low of 32 mmHg below 50 mmHg; SpO2 ended at 97% after dropping as low as 88%; the last snapshot shows MAP 40 mmHg with heart rate 90 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Diastolic BP recovered to 34 mmHg after a recent low of 32 mmHg below 50 mmHg; SpO2 ended at 97% after dropping as low as 88%; the latest bedside set shows MAP 40 mmHg and heart rate 90 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. MAP recovered to 40 mmHg after a recent low of 40 mmHg below 65 mmHg; SpO2 ended at 97% after dropping as low as 88%; the most recent entries show systolic BP 87 mmHg and respiratory rate 17 breaths/min.","answer":"B","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Diastolic BP recovered to 34 mmHg after a recent low of 32 mmHg below 50 mmHg; SpO2 ended at 97% after dropping as low as 88%; the last snapshot shows MAP 40 mmHg with heart rate 90 bpm.","episode_id":"iv_000238","anchor_time":177.183333} {"id":"MED_iv_000239_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate ended at 34 breaths/min after a recent low of 23 breaths/min; SpO2 varied between 85% and 100%, with the latest value 91%; the most recent entries show systolic BP 116 mmHg and respiratory rate 34 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate ended at 34 breaths/min after a recent low of 23 breaths/min; SpO2 varied between 85% and 100%, with the latest value 91%; the current values include systolic BP 116 mmHg and respiratory rate 34 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 85% and 100%, with the latest value 91%; the latest MAP is 74 mmHg; the latest heart rate is 70 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 85% and 100%, with the latest value 91%; the latest MAP is 74 mmHg; the latest heart rate is 70 bpm.","answer":"C","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 85% and 100%, with the latest value 91%; the latest MAP is 74 mmHg; the latest heart rate is 70 bpm.","episode_id":"iv_000239","anchor_time":60.806667} {"id":"MED_iv_000239_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate ended at 34 breaths/min after a recent low of 23 breaths/min; SpO2 varied between 85% and 100%, with the latest value 91%; the latest bedside set shows heart rate 70 bpm and MAP 74 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate ended at 34 breaths/min after a recent low of 23 breaths/min; SpO2 varied between 85% and 100%, with the latest value 91%; the last snapshot shows systolic BP 116 mmHg with respiratory rate 34 breaths/min.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate ended at 34 breaths/min after a recent low of 23 breaths/min; SpO2 varied between 85% and 100%, with the latest value 91%; the most recent entries show heart rate 70 bpm and MAP 74 mmHg.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate ended at 34 breaths/min after a recent low of 23 breaths/min; SpO2 varied between 85% and 100%, with the latest value 91%; the current values include systolic BP 116 mmHg and respiratory rate 34 breaths/min.","answer":"D","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate ended at 34 breaths/min after a recent low of 23 breaths/min; SpO2 varied between 85% and 100%, with the latest value 91%; the current values include systolic BP 116 mmHg and respiratory rate 34 breaths/min.","episode_id":"iv_000239","anchor_time":60.806667} {"id":"MED_iv_000240_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 15 mL after low intervals down to 15 mL; SpO2 varied between 72% and 100%, with the latest value 98%; the current values include systolic BP 105 mmHg and respiratory rate 20 breaths/min.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 72% and 100%, with the latest value 98%; systolic BP recovered to 105 mmHg after a recent low of 85 mmHg below 90 mmHg; the most recent entries show heart rate 100 bpm and MAP 71 mmHg.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Urine output most recently reached 15 mL after low intervals down to 15 mL; SpO2 varied between 72% and 100%, with the latest value 98%; the last snapshot shows systolic BP 105 mmHg with respiratory rate 20 breaths/min.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 72% and 100%, with the latest value 98%; systolic BP recovered to 105 mmHg after a recent low of 85 mmHg below 90 mmHg; the latest bedside set shows heart rate 100 bpm and MAP 71 mmHg.","answer":"A","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 15 mL after low intervals down to 15 mL; SpO2 varied between 72% and 100%, with the latest value 98%; the current values include systolic BP 105 mmHg and respiratory rate 20 breaths/min.","episode_id":"iv_000240","anchor_time":27.131944} {"id":"MED_iv_000241_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate varied between 14 breaths/min and 40 breaths/min, with the latest value 23 breaths/min; the latest MAP is 110 mmHg; the latest systolic BP is 135 mmHg.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate varied between 14 breaths/min and 40 breaths/min, with the latest value 23 breaths/min; the latest MAP is 110 mmHg; the latest systolic BP is 135 mmHg.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate varied between 14 breaths/min and 40 breaths/min, with the latest value 23 breaths/min; the latest MAP is 110 mmHg; the latest heart rate is 81 bpm.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate varied between 14 breaths/min and 40 breaths/min, with the latest value 23 breaths/min; the latest MAP is 110 mmHg; the latest heart rate is 81 bpm.","answer":"B","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate varied between 14 breaths/min and 40 breaths/min, with the latest value 23 breaths/min; the latest MAP is 110 mmHg; the latest systolic BP is 135 mmHg.","episode_id":"iv_000241","anchor_time":53.4875} {"id":"MED_iv_000241_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate varied between 14 breaths/min and 40 breaths/min, with the latest value 23 breaths/min; the latest heart rate is 81 bpm; the latest MAP is 110 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate varied between 14 breaths/min and 40 breaths/min, with the latest value 23 breaths/min; the latest systolic BP is 135 mmHg; the latest respiratory rate is 23 breaths/min.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 14 breaths/min and 40 breaths/min, with the latest value 23 breaths/min; the latest systolic BP is 135 mmHg; the latest respiratory rate is 23 breaths/min.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate varied between 14 breaths/min and 40 breaths/min, with the latest value 23 breaths/min; the latest heart rate is 81 bpm; the latest MAP is 110 mmHg.","answer":"C","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 14 breaths/min and 40 breaths/min, with the latest value 23 breaths/min; the latest systolic BP is 135 mmHg; the latest respiratory rate is 23 breaths/min.","episode_id":"iv_000241","anchor_time":53.4875} {"id":"MED_iv_000242_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate varied between 50 bpm and 77 bpm, with the latest value 76 bpm; the latest MAP is 78 mmHg; the latest heart rate is 76 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 88% and 100%, with the latest value 98%; heart rate varied between 50 bpm and 77 bpm, with the latest value 76 bpm; the latest bedside set shows MAP 78 mmHg and systolic BP 110 mmHg.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 88% and 100%, with the latest value 98%; heart rate varied between 50 bpm and 77 bpm, with the latest value 76 bpm; the most recent entries show MAP 78 mmHg and systolic BP 110 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate varied between 50 bpm and 77 bpm, with the latest value 76 bpm; the latest MAP is 78 mmHg; the latest heart rate is 76 bpm.","answer":"B","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 88% and 100%, with the latest value 98%; heart rate varied between 50 bpm and 77 bpm, with the latest value 76 bpm; the latest bedside set shows MAP 78 mmHg and systolic BP 110 mmHg.","episode_id":"iv_000242","anchor_time":51.2} {"id":"MED_iv_000242_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 88% and 100%, with the latest value 98%; heart rate varied between 50 bpm and 77 bpm, with the latest value 76 bpm; the current values include systolic BP 110 mmHg and respiratory rate 15 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 88% and 100%, with the latest value 98%; heart rate varied between 50 bpm and 77 bpm, with the latest value 76 bpm; the most recent entries show systolic BP 110 mmHg and respiratory rate 15 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate varied between 50 bpm and 77 bpm, with the latest value 76 bpm; the latest MAP is 78 mmHg; the latest heart rate is 76 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate varied between 50 bpm and 77 bpm, with the latest value 76 bpm; the latest MAP is 78 mmHg; the latest heart rate is 76 bpm.","answer":"D","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate varied between 50 bpm and 77 bpm, with the latest value 76 bpm; the latest MAP is 78 mmHg; the latest heart rate is 76 bpm.","episode_id":"iv_000242","anchor_time":51.2} {"id":"MED_iv_000244_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 ended at 99% after dropping as low as 85%; heart rate varied between 50 bpm and 72 bpm, with the latest value 62 bpm; the last snapshot shows MAP 69 mmHg with heart rate 62 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 ended at 99% after dropping as low as 85%; heart rate varied between 50 bpm and 72 bpm, with the latest value 62 bpm; the latest bedside set shows MAP 69 mmHg and heart rate 62 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. MAP recovered to 69 mmHg after a recent low of 59 mmHg below 65 mmHg; heart rate varied between 50 bpm and 72 bpm, with the latest value 62 bpm; the most recent entries show systolic BP 113 mmHg and respiratory rate 18 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. MAP recovered to 69 mmHg after a recent low of 59 mmHg below 65 mmHg; heart rate varied between 50 bpm and 72 bpm, with the latest value 62 bpm; the current values include systolic BP 113 mmHg and respiratory rate 18 breaths/min.","answer":"B","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 ended at 99% after dropping as low as 85%; heart rate varied between 50 bpm and 72 bpm, with the latest value 62 bpm; the latest bedside set shows MAP 69 mmHg and heart rate 62 bpm.","episode_id":"iv_000244","anchor_time":27.296389} {"id":"MED_iv_000244_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 69 mmHg after a recent low of 59 mmHg below 65 mmHg; SpO2 ended at 99% after dropping as low as 85%; the latest bedside set shows MAP 69 mmHg and systolic BP 113 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 ended at 99% after dropping as low as 85%; heart rate varied between 50 bpm and 72 bpm, with the latest value 62 bpm; the most recent entries show heart rate 62 bpm and MAP 69 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 ended at 99% after dropping as low as 85%; heart rate varied between 50 bpm and 72 bpm, with the latest value 62 bpm; the current values include heart rate 62 bpm and MAP 69 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 69 mmHg after a recent low of 59 mmHg below 65 mmHg; SpO2 ended at 99% after dropping as low as 85%; the last snapshot shows MAP 69 mmHg with systolic BP 113 mmHg.","answer":"B","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 ended at 99% after dropping as low as 85%; heart rate varied between 50 bpm and 72 bpm, with the latest value 62 bpm; the most recent entries show heart rate 62 bpm and MAP 69 mmHg.","episode_id":"iv_000244","anchor_time":27.296389} {"id":"MED_iv_000245_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Urine output most recently reached 30 mL after low intervals down to 30 mL; the recent WBC reading was 17.5 K/uL; the most recent entries show heart rate 87 bpm and MAP 80 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 30 mL after low intervals down to 30 mL; the recent WBC reading was 17.5 K/uL; the latest bedside set shows heart rate 87 bpm and MAP 80 mmHg.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Urine output most recently reached 30 mL after low intervals down to 30 mL; the recent WBC reading was 17.5 K/uL; the current values include systolic BP 112 mmHg and respiratory rate 18 breaths/min.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Urine output most recently reached 30 mL after low intervals down to 30 mL; the recent WBC reading was 17.5 K/uL; the last snapshot shows systolic BP 112 mmHg with respiratory rate 18 breaths/min.","answer":"D","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Urine output most recently reached 30 mL after low intervals down to 30 mL; the recent WBC reading was 17.5 K/uL; the last snapshot shows systolic BP 112 mmHg with respiratory rate 18 breaths/min.","episode_id":"iv_000245","anchor_time":31.616667} {"id":"MED_iv_000245_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 30 mL after low intervals down to 30 mL; the recent WBC reading was 17.5 K/uL; the last snapshot shows MAP 80 mmHg with systolic BP 112 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Urine output most recently reached 30 mL after low intervals down to 30 mL; the recent WBC reading was 17.5 K/uL; the current values include heart rate 87 bpm and MAP 80 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Urine output most recently reached 30 mL after low intervals down to 30 mL; the recent WBC reading was 17.5 K/uL; the latest bedside set shows MAP 80 mmHg and systolic BP 112 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Urine output most recently reached 30 mL after low intervals down to 30 mL; the recent WBC reading was 17.5 K/uL; the most recent entries show heart rate 87 bpm and MAP 80 mmHg.","answer":"D","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Urine output most recently reached 30 mL after low intervals down to 30 mL; the recent WBC reading was 17.5 K/uL; the most recent entries show heart rate 87 bpm and MAP 80 mmHg.","episode_id":"iv_000245","anchor_time":31.616667} {"id":"MED_iv_000249_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate returned to 21 breaths/min after reaching 37 breaths/min; the latest MAP is 79 mmHg; the latest heart rate is 70 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate returned to 21 breaths/min after reaching 37 breaths/min; the latest MAP is 79 mmHg; the latest systolic BP is 134 mmHg.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate returned to 21 breaths/min after reaching 37 breaths/min; the latest MAP is 79 mmHg; the latest heart rate is 70 bpm.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate returned to 21 breaths/min after reaching 37 breaths/min; the latest MAP is 79 mmHg; the latest systolic BP is 134 mmHg.","answer":"B","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate returned to 21 breaths/min after reaching 37 breaths/min; the latest MAP is 79 mmHg; the latest systolic BP is 134 mmHg.","episode_id":"iv_000249","anchor_time":108.531389} {"id":"MED_iv_000249_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate returned to 21 breaths/min after reaching 37 breaths/min; the latest heart rate is 70 bpm; the latest MAP is 79 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate returned to 21 breaths/min after reaching 37 breaths/min; the latest systolic BP is 134 mmHg; the latest respiratory rate is 21 breaths/min.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate returned to 21 breaths/min after reaching 37 breaths/min; the latest systolic BP is 134 mmHg; the latest respiratory rate is 21 breaths/min.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate returned to 21 breaths/min after reaching 37 breaths/min; the latest heart rate is 70 bpm; the latest MAP is 79 mmHg.","answer":"B","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate returned to 21 breaths/min after reaching 37 breaths/min; the latest systolic BP is 134 mmHg; the latest respiratory rate is 21 breaths/min.","episode_id":"iv_000249","anchor_time":108.531389} {"id":"MED_iv_000249_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate returned to 21 breaths/min after reaching 37 breaths/min; the latest heart rate is 70 bpm; the latest MAP is 79 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate returned to 21 breaths/min after reaching 37 breaths/min; the latest heart rate is 70 bpm; the latest MAP is 79 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate returned to 21 breaths/min after reaching 37 breaths/min; the latest MAP is 79 mmHg; the latest systolic BP is 134 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate returned to 21 breaths/min after reaching 37 breaths/min; the latest MAP is 79 mmHg; the latest systolic BP is 134 mmHg.","answer":"A","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate returned to 21 breaths/min after reaching 37 breaths/min; the latest heart rate is 70 bpm; the latest MAP is 79 mmHg.","episode_id":"iv_000249","anchor_time":108.531389} {"id":"MED_iv_000250_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. No strong recent threshold breach is recorded in the available variables; the latest MAP is 78 mmHg; the latest heart rate is 59 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. No strong recent threshold breach is recorded in the available variables; the latest MAP is 78 mmHg; the latest heart rate is 59 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. No strong recent threshold breach is recorded in the available variables; the latest MAP is 78 mmHg; the latest systolic BP is 140 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. No strong recent threshold breach is recorded in the available variables; the latest MAP is 78 mmHg; the latest systolic BP is 140 mmHg.","answer":"D","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. No strong recent threshold breach is recorded in the available variables; the latest MAP is 78 mmHg; the latest systolic BP is 140 mmHg.","episode_id":"iv_000250","anchor_time":27.375278} {"id":"MED_iv_000251_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Diastolic BP recovered to 46 mmHg after a recent low of 46 mmHg below 50 mmHg; lactate was 2 mmol/L on the available recent reading; the most recent entries show MAP 65 mmHg and systolic BP 110 mmHg.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Lactate was 2 mmol/L on the available recent reading; respiratory rate ended at 28 breaths/min after a recent low of 17 breaths/min; the current values include MAP 65 mmHg and heart rate 95 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Lactate was 2 mmol/L on the available recent reading; respiratory rate ended at 28 breaths/min after a recent low of 17 breaths/min; the last snapshot shows MAP 65 mmHg with heart rate 95 bpm.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Diastolic BP recovered to 46 mmHg after a recent low of 46 mmHg below 50 mmHg; lactate was 2 mmol/L on the available recent reading; the latest bedside set shows MAP 65 mmHg and systolic BP 110 mmHg.","answer":"A","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Diastolic BP recovered to 46 mmHg after a recent low of 46 mmHg below 50 mmHg; lactate was 2 mmol/L on the available recent reading; the most recent entries show MAP 65 mmHg and systolic BP 110 mmHg.","episode_id":"iv_000251","anchor_time":33.243056} {"id":"MED_iv_000251_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Diastolic BP recovered to 46 mmHg after a recent low of 46 mmHg below 50 mmHg; respiratory rate ended at 28 breaths/min after a recent low of 17 breaths/min; the last snapshot shows systolic BP 110 mmHg with respiratory rate 28 breaths/min.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Lactate was 2 mmol/L on the available recent reading; respiratory rate ended at 28 breaths/min after a recent low of 17 breaths/min; the most recent entries show heart rate 95 bpm and MAP 65 mmHg.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Lactate was 2 mmol/L on the available recent reading; respiratory rate ended at 28 breaths/min after a recent low of 17 breaths/min; the latest bedside set shows heart rate 95 bpm and MAP 65 mmHg.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Diastolic BP recovered to 46 mmHg after a recent low of 46 mmHg below 50 mmHg; respiratory rate ended at 28 breaths/min after a recent low of 17 breaths/min; the current values include systolic BP 110 mmHg and respiratory rate 28 breaths/min.","answer":"D","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Diastolic BP recovered to 46 mmHg after a recent low of 46 mmHg below 50 mmHg; respiratory rate ended at 28 breaths/min after a recent low of 17 breaths/min; the current values include systolic BP 110 mmHg and respiratory rate 28 breaths/min.","episode_id":"iv_000251","anchor_time":33.243056} {"id":"MED_iv_000252_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 came back to 85% after reaching 96%; systolic BP recovered to 92 mmHg after a recent low of 72 mmHg below 90 mmHg; the current values include MAP 62 mmHg and heart rate 101 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 came back to 85% after reaching 96%; systolic BP recovered to 92 mmHg after a recent low of 72 mmHg below 90 mmHg; the last snapshot shows MAP 62 mmHg with heart rate 101 bpm.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 62 mmHg after a recent low of 51 mmHg below 65 mmHg; SpO2 came back to 85% after reaching 96%; the latest bedside set shows MAP 62 mmHg and systolic BP 92 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 62 mmHg after a recent low of 51 mmHg below 65 mmHg; SpO2 came back to 85% after reaching 96%; the most recent entries show MAP 62 mmHg and systolic BP 92 mmHg.","answer":"D","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 62 mmHg after a recent low of 51 mmHg below 65 mmHg; SpO2 came back to 85% after reaching 96%; the most recent entries show MAP 62 mmHg and systolic BP 92 mmHg.","episode_id":"iv_000252","anchor_time":48.6925} {"id":"MED_iv_000252_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 came back to 85% after reaching 96%; systolic BP recovered to 92 mmHg after a recent low of 72 mmHg below 90 mmHg; the last snapshot shows MAP 62 mmHg with heart rate 101 bpm.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 62 mmHg after a recent low of 51 mmHg below 65 mmHg; systolic BP recovered to 92 mmHg after a recent low of 72 mmHg below 90 mmHg; the most recent entries show systolic BP 92 mmHg and respiratory rate 12 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 came back to 85% after reaching 96%; systolic BP recovered to 92 mmHg after a recent low of 72 mmHg below 90 mmHg; the latest bedside set shows MAP 62 mmHg and heart rate 101 bpm.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. MAP recovered to 62 mmHg after a recent low of 51 mmHg below 65 mmHg; systolic BP recovered to 92 mmHg after a recent low of 72 mmHg below 90 mmHg; the current values include systolic BP 92 mmHg and respiratory rate 12 breaths/min.","answer":"C","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 came back to 85% after reaching 96%; systolic BP recovered to 92 mmHg after a recent low of 72 mmHg below 90 mmHg; the latest bedside set shows MAP 62 mmHg and heart rate 101 bpm.","episode_id":"iv_000252","anchor_time":48.6925} {"id":"MED_iv_000252_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate varied between 7 breaths/min and 16 breaths/min, with the latest value 12 breaths/min; the recent WBC reading was 19.8 K/uL; the current values include heart rate 101 bpm and MAP 62 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. MAP recovered to 62 mmHg after a recent low of 51 mmHg below 65 mmHg; SpO2 came back to 85% after reaching 96%; the latest bedside set shows MAP 62 mmHg and systolic BP 92 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate varied between 7 breaths/min and 16 breaths/min, with the latest value 12 breaths/min; the recent WBC reading was 19.8 K/uL; the most recent entries show heart rate 101 bpm and MAP 62 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 62 mmHg after a recent low of 51 mmHg below 65 mmHg; SpO2 came back to 85% after reaching 96%; the last snapshot shows MAP 62 mmHg with systolic BP 92 mmHg.","answer":"C","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate varied between 7 breaths/min and 16 breaths/min, with the latest value 12 breaths/min; the recent WBC reading was 19.8 K/uL; the most recent entries show heart rate 101 bpm and MAP 62 mmHg.","episode_id":"iv_000252","anchor_time":48.6925} {"id":"MED_iv_000253_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. The recent WBC reading was 4 K/uL; the latest MAP is 92 mmHg; the latest heart rate is 83 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. The recent WBC reading was 4 K/uL; the latest MAP is 92 mmHg; the latest systolic BP is 132 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 4 K/uL; the latest MAP is 92 mmHg; the latest systolic BP is 132 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. The recent WBC reading was 4 K/uL; the latest MAP is 92 mmHg; the latest heart rate is 83 bpm.","answer":"C","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 4 K/uL; the latest MAP is 92 mmHg; the latest systolic BP is 132 mmHg.","episode_id":"iv_000253","anchor_time":41.25} {"id":"MED_iv_000253_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 4 K/uL; the latest MAP is 92 mmHg; the latest heart rate is 83 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. The recent WBC reading was 4 K/uL; the latest systolic BP is 132 mmHg; the latest respiratory rate is 14 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. The recent WBC reading was 4 K/uL; the latest systolic BP is 132 mmHg; the latest respiratory rate is 14 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. The recent WBC reading was 4 K/uL; the latest MAP is 92 mmHg; the latest heart rate is 83 bpm.","answer":"A","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 4 K/uL; the latest MAP is 92 mmHg; the latest heart rate is 83 bpm.","episode_id":"iv_000253","anchor_time":41.25} {"id":"MED_iv_000254_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. The recent WBC reading was 42.8 K/uL; lactate came back to 2.6 mmol/L after reaching 3.2 mmol/L; the current values include heart rate 88 bpm and MAP 29 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. MAP recovered to 29 mmHg after a recent low of 27 mmHg below 65 mmHg; respiratory rate returned to 6 breaths/min after reaching 13 breaths/min; the latest bedside set shows MAP 29 mmHg and systolic BP 51 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. The recent WBC reading was 42.8 K/uL; lactate came back to 2.6 mmol/L after reaching 3.2 mmol/L; the most recent entries show heart rate 88 bpm and MAP 29 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 29 mmHg after a recent low of 27 mmHg below 65 mmHg; respiratory rate returned to 6 breaths/min after reaching 13 breaths/min; the last snapshot shows MAP 29 mmHg with systolic BP 51 mmHg.","answer":"C","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. The recent WBC reading was 42.8 K/uL; lactate came back to 2.6 mmol/L after reaching 3.2 mmol/L; the most recent entries show heart rate 88 bpm and MAP 29 mmHg.","episode_id":"iv_000254","anchor_time":59.108889} {"id":"MED_iv_000256_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate ended at 25 breaths/min after a recent low of 9 breaths/min; the latest MAP is 86 mmHg; the latest heart rate is 108 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate ended at 25 breaths/min after a recent low of 9 breaths/min; the latest MAP is 86 mmHg; the latest systolic BP is 119 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate ended at 25 breaths/min after a recent low of 9 breaths/min; the latest MAP is 86 mmHg; the latest systolic BP is 119 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate ended at 25 breaths/min after a recent low of 9 breaths/min; the latest MAP is 86 mmHg; the latest heart rate is 108 bpm.","answer":"C","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate ended at 25 breaths/min after a recent low of 9 breaths/min; the latest MAP is 86 mmHg; the latest systolic BP is 119 mmHg.","episode_id":"iv_000256","anchor_time":30.990833} {"id":"MED_iv_000256_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate ended at 25 breaths/min after a recent low of 9 breaths/min; the latest MAP is 86 mmHg; the latest heart rate is 108 bpm.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate ended at 25 breaths/min after a recent low of 9 breaths/min; the latest MAP is 86 mmHg; the latest heart rate is 108 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate ended at 25 breaths/min after a recent low of 9 breaths/min; the latest systolic BP is 119 mmHg; the latest respiratory rate is 25 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate ended at 25 breaths/min after a recent low of 9 breaths/min; the latest systolic BP is 119 mmHg; the latest respiratory rate is 25 breaths/min.","answer":"B","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate ended at 25 breaths/min after a recent low of 9 breaths/min; the latest MAP is 86 mmHg; the latest heart rate is 108 bpm.","episode_id":"iv_000256","anchor_time":30.990833} {"id":"MED_iv_000256_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate ended at 25 breaths/min after a recent low of 9 breaths/min; the latest heart rate is 108 bpm; the latest MAP is 86 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate ended at 25 breaths/min after a recent low of 9 breaths/min; the latest heart rate is 108 bpm; the latest MAP is 86 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate ended at 25 breaths/min after a recent low of 9 breaths/min; the latest MAP is 86 mmHg; the latest systolic BP is 119 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate ended at 25 breaths/min after a recent low of 9 breaths/min; the latest MAP is 86 mmHg; the latest systolic BP is 119 mmHg.","answer":"A","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate ended at 25 breaths/min after a recent low of 9 breaths/min; the latest heart rate is 108 bpm; the latest MAP is 86 mmHg.","episode_id":"iv_000256","anchor_time":30.990833} {"id":"MED_iv_000257_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Heart rate ended at 68 bpm after a recent low of 50 bpm; SpO2 ended at 100% after dropping as low as 90%; the current values include systolic BP 138 mmHg and respiratory rate 10 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate varied between 9 breaths/min and 20 breaths/min, with the latest value 10 breaths/min; SpO2 ended at 100% after dropping as low as 90%; the last snapshot shows MAP 85 mmHg with heart rate 68 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Heart rate ended at 68 bpm after a recent low of 50 bpm; SpO2 ended at 100% after dropping as low as 90%; the most recent entries show systolic BP 138 mmHg and respiratory rate 10 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 9 breaths/min and 20 breaths/min, with the latest value 10 breaths/min; SpO2 ended at 100% after dropping as low as 90%; the latest bedside set shows MAP 85 mmHg and heart rate 68 bpm.","answer":"B","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate varied between 9 breaths/min and 20 breaths/min, with the latest value 10 breaths/min; SpO2 ended at 100% after dropping as low as 90%; the last snapshot shows MAP 85 mmHg with heart rate 68 bpm.","episode_id":"iv_000257","anchor_time":120.366667} {"id":"MED_iv_000258_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 136 mmHg; the latest respiratory rate is 21 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 136 mmHg; the latest respiratory rate is 21 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. No strong recent threshold breach is recorded in the available variables; the latest MAP is 87 mmHg; the latest heart rate is 81 bpm.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. No strong recent threshold breach is recorded in the available variables; the latest MAP is 87 mmHg; the latest heart rate is 81 bpm.","answer":"C","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. No strong recent threshold breach is recorded in the available variables; the latest MAP is 87 mmHg; the latest heart rate is 81 bpm.","episode_id":"iv_000258","anchor_time":117.171667} {"id":"MED_iv_000259_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 17 breaths/min and 30 breaths/min, with the latest value 26 breaths/min; the latest systolic BP is 106 mmHg; the latest respiratory rate is 26 breaths/min.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate varied between 17 breaths/min and 30 breaths/min, with the latest value 26 breaths/min; the latest heart rate is 58 bpm; the latest MAP is 73 mmHg.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 17 breaths/min and 30 breaths/min, with the latest value 26 breaths/min; the latest heart rate is 58 bpm; the latest MAP is 73 mmHg.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate varied between 17 breaths/min and 30 breaths/min, with the latest value 26 breaths/min; the latest systolic BP is 106 mmHg; the latest respiratory rate is 26 breaths/min.","answer":"A","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 17 breaths/min and 30 breaths/min, with the latest value 26 breaths/min; the latest systolic BP is 106 mmHg; the latest respiratory rate is 26 breaths/min.","episode_id":"iv_000259","anchor_time":211.465833} {"id":"MED_iv_000259_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate varied between 17 breaths/min and 30 breaths/min, with the latest value 26 breaths/min; the latest MAP is 73 mmHg; the latest systolic BP is 106 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate varied between 17 breaths/min and 30 breaths/min, with the latest value 26 breaths/min; the latest MAP is 73 mmHg; the latest systolic BP is 106 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate varied between 17 breaths/min and 30 breaths/min, with the latest value 26 breaths/min; the latest heart rate is 58 bpm; the latest MAP is 73 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 17 breaths/min and 30 breaths/min, with the latest value 26 breaths/min; the latest heart rate is 58 bpm; the latest MAP is 73 mmHg.","answer":"D","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 17 breaths/min and 30 breaths/min, with the latest value 26 breaths/min; the latest heart rate is 58 bpm; the latest MAP is 73 mmHg.","episode_id":"iv_000259","anchor_time":211.465833} {"id":"MED_iv_000262_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Creatinine was 2.2 mg/dL on the available recent reading; WBC ended at 15.9 K/uL after a recent low of 13.7 K/uL; the latest bedside set shows heart rate 29 bpm and MAP 60 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 60 mmHg after a recent low of 55 mmHg below 65 mmHg; urine output most recently reached 20 mL after low intervals down to 0 mL; the last snapshot shows systolic BP 86 mmHg with respiratory rate 16 breaths/min.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. MAP recovered to 60 mmHg after a recent low of 55 mmHg below 65 mmHg; urine output most recently reached 20 mL after low intervals down to 0 mL; the current values include systolic BP 86 mmHg and respiratory rate 16 breaths/min.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Creatinine was 2.2 mg/dL on the available recent reading; WBC ended at 15.9 K/uL after a recent low of 13.7 K/uL; the most recent entries show heart rate 29 bpm and MAP 60 mmHg.","answer":"B","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 60 mmHg after a recent low of 55 mmHg below 65 mmHg; urine output most recently reached 20 mL after low intervals down to 0 mL; the last snapshot shows systolic BP 86 mmHg with respiratory rate 16 breaths/min.","episode_id":"iv_000262","anchor_time":142.120278} {"id":"MED_iv_000263_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Heart rate varied between 50 bpm and 70 bpm, with the latest value 68 bpm; respiratory rate varied between 9 breaths/min and 16 breaths/min, with the latest value 10 breaths/min; the last snapshot shows MAP 65 mmHg with heart rate 68 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Heart rate varied between 50 bpm and 70 bpm, with the latest value 68 bpm; respiratory rate varied between 9 breaths/min and 16 breaths/min, with the latest value 10 breaths/min; the current values include MAP 65 mmHg and heart rate 68 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 ended at 97% after dropping as low as 88%; heart rate varied between 50 bpm and 70 bpm, with the latest value 68 bpm; the most recent entries show MAP 65 mmHg and systolic BP 94 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 ended at 97% after dropping as low as 88%; heart rate varied between 50 bpm and 70 bpm, with the latest value 68 bpm; the latest bedside set shows MAP 65 mmHg and systolic BP 94 mmHg.","answer":"C","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 ended at 97% after dropping as low as 88%; heart rate varied between 50 bpm and 70 bpm, with the latest value 68 bpm; the most recent entries show MAP 65 mmHg and systolic BP 94 mmHg.","episode_id":"iv_000263","anchor_time":49.988333} {"id":"MED_iv_000263_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 ended at 97% after dropping as low as 88%; heart rate varied between 50 bpm and 70 bpm, with the latest value 68 bpm; the last snapshot shows MAP 65 mmHg with systolic BP 94 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate varied between 9 breaths/min and 16 breaths/min, with the latest value 10 breaths/min; systolic BP recovered to 94 mmHg after a recent low of 94 mmHg below 90 mmHg; the most recent entries show heart rate 68 bpm and MAP 65 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 ended at 97% after dropping as low as 88%; heart rate varied between 50 bpm and 70 bpm, with the latest value 68 bpm; the latest bedside set shows MAP 65 mmHg and systolic BP 94 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 9 breaths/min and 16 breaths/min, with the latest value 10 breaths/min; systolic BP recovered to 94 mmHg after a recent low of 94 mmHg below 90 mmHg; the current values include heart rate 68 bpm and MAP 65 mmHg.","answer":"B","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate varied between 9 breaths/min and 16 breaths/min, with the latest value 10 breaths/min; systolic BP recovered to 94 mmHg after a recent low of 94 mmHg below 90 mmHg; the most recent entries show heart rate 68 bpm and MAP 65 mmHg.","episode_id":"iv_000263","anchor_time":49.988333} {"id":"MED_iv_000264_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. The recent WBC reading was 33.7 K/uL; respiratory rate varied between 9 breaths/min and 16 breaths/min, with the latest value 10 breaths/min; the current values include systolic BP 97 mmHg and respiratory rate 10 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Creatinine was 2.4 mg/dL on the available recent reading; respiratory rate varied between 9 breaths/min and 16 breaths/min, with the latest value 10 breaths/min; the latest bedside set shows MAP 74 mmHg and heart rate 96 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. The recent WBC reading was 33.7 K/uL; respiratory rate varied between 9 breaths/min and 16 breaths/min, with the latest value 10 breaths/min; the most recent entries show systolic BP 97 mmHg and respiratory rate 10 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Creatinine was 2.4 mg/dL on the available recent reading; respiratory rate varied between 9 breaths/min and 16 breaths/min, with the latest value 10 breaths/min; the last snapshot shows MAP 74 mmHg with heart rate 96 bpm.","answer":"B","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Creatinine was 2.4 mg/dL on the available recent reading; respiratory rate varied between 9 breaths/min and 16 breaths/min, with the latest value 10 breaths/min; the latest bedside set shows MAP 74 mmHg and heart rate 96 bpm.","episode_id":"iv_000264","anchor_time":102.970833} {"id":"MED_iv_000264_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate varied between 9 breaths/min and 16 breaths/min, with the latest value 10 breaths/min; systolic BP recovered to 97 mmHg after a recent low of 97 mmHg below 90 mmHg; the most recent entries show heart rate 96 bpm and MAP 74 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 9 breaths/min and 16 breaths/min, with the latest value 10 breaths/min; systolic BP recovered to 97 mmHg after a recent low of 97 mmHg below 90 mmHg; the current values include heart rate 96 bpm and MAP 74 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. The recent WBC reading was 33.7 K/uL; creatinine was 2.4 mg/dL on the available recent reading; the latest bedside set shows MAP 74 mmHg and systolic BP 97 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 33.7 K/uL; creatinine was 2.4 mg/dL on the available recent reading; the last snapshot shows MAP 74 mmHg with systolic BP 97 mmHg.","answer":"A","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate varied between 9 breaths/min and 16 breaths/min, with the latest value 10 breaths/min; systolic BP recovered to 97 mmHg after a recent low of 97 mmHg below 90 mmHg; the most recent entries show heart rate 96 bpm and MAP 74 mmHg.","episode_id":"iv_000264","anchor_time":102.970833} {"id":"MED_iv_000265_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 85% and 98%, with the latest value 96%; urine output most recently reached 40 mL after low intervals down to 20 mL; the last snapshot shows MAP 64 mmHg with heart rate 95 bpm.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 64 mmHg after a recent low of 63 mmHg below 65 mmHg; urine output most recently reached 40 mL after low intervals down to 20 mL; the most recent entries show systolic BP 90 mmHg and respiratory rate 27 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 85% and 98%, with the latest value 96%; urine output most recently reached 40 mL after low intervals down to 20 mL; the latest bedside set shows MAP 64 mmHg and heart rate 95 bpm.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. MAP recovered to 64 mmHg after a recent low of 63 mmHg below 65 mmHg; urine output most recently reached 40 mL after low intervals down to 20 mL; the current values include systolic BP 90 mmHg and respiratory rate 27 breaths/min.","answer":"C","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 85% and 98%, with the latest value 96%; urine output most recently reached 40 mL after low intervals down to 20 mL; the latest bedside set shows MAP 64 mmHg and heart rate 95 bpm.","episode_id":"iv_000265","anchor_time":26.403889} {"id":"MED_iv_000265_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 22 breaths/min and 29 breaths/min, with the latest value 27 breaths/min; WBC ended at 20.4 K/uL after a recent low of 14.6 K/uL; the latest bedside set shows heart rate 95 bpm and MAP 64 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 64 mmHg after a recent low of 63 mmHg below 65 mmHg; urine output most recently reached 40 mL after low intervals down to 20 mL; the last snapshot shows systolic BP 90 mmHg with respiratory rate 27 breaths/min.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate varied between 22 breaths/min and 29 breaths/min, with the latest value 27 breaths/min; WBC ended at 20.4 K/uL after a recent low of 14.6 K/uL; the most recent entries show heart rate 95 bpm and MAP 64 mmHg.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. MAP recovered to 64 mmHg after a recent low of 63 mmHg below 65 mmHg; urine output most recently reached 40 mL after low intervals down to 20 mL; the current values include systolic BP 90 mmHg and respiratory rate 27 breaths/min.","answer":"B","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 64 mmHg after a recent low of 63 mmHg below 65 mmHg; urine output most recently reached 40 mL after low intervals down to 20 mL; the last snapshot shows systolic BP 90 mmHg with respiratory rate 27 breaths/min.","episode_id":"iv_000265","anchor_time":26.403889} {"id":"MED_iv_000267_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate returned to 5 breaths/min after reaching 21 breaths/min; urine output most recently reached 100 mL after low intervals down to 30 mL; the latest bedside set shows MAP 75 mmHg and systolic BP 122 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Urine output most recently reached 100 mL after low intervals down to 30 mL; the latest MAP is 75 mmHg; the latest heart rate is 76 bpm.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Urine output most recently reached 100 mL after low intervals down to 30 mL; the latest MAP is 75 mmHg; the latest heart rate is 76 bpm.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate returned to 5 breaths/min after reaching 21 breaths/min; urine output most recently reached 100 mL after low intervals down to 30 mL; the most recent entries show MAP 75 mmHg and systolic BP 122 mmHg.","answer":"A","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate returned to 5 breaths/min after reaching 21 breaths/min; urine output most recently reached 100 mL after low intervals down to 30 mL; the latest bedside set shows MAP 75 mmHg and systolic BP 122 mmHg.","episode_id":"iv_000267","anchor_time":41.233333} {"id":"MED_iv_000267_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate returned to 5 breaths/min after reaching 21 breaths/min; urine output most recently reached 100 mL after low intervals down to 30 mL; the most recent entries show heart rate 76 bpm and MAP 75 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate returned to 5 breaths/min after reaching 21 breaths/min; urine output most recently reached 100 mL after low intervals down to 30 mL; the current values include systolic BP 122 mmHg and respiratory rate 5 breaths/min.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate returned to 5 breaths/min after reaching 21 breaths/min; urine output most recently reached 100 mL after low intervals down to 30 mL; the latest bedside set shows heart rate 76 bpm and MAP 75 mmHg.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate returned to 5 breaths/min after reaching 21 breaths/min; urine output most recently reached 100 mL after low intervals down to 30 mL; the last snapshot shows systolic BP 122 mmHg with respiratory rate 5 breaths/min.","answer":"B","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate returned to 5 breaths/min after reaching 21 breaths/min; urine output most recently reached 100 mL after low intervals down to 30 mL; the current values include systolic BP 122 mmHg and respiratory rate 5 breaths/min.","episode_id":"iv_000267","anchor_time":41.233333} {"id":"MED_iv_000268_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 ended at 98% after dropping as low as 88%; creatinine was 1.8 mg/dL on the available recent reading; the latest bedside set shows systolic BP 149 mmHg and respiratory rate 13 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 50.1 K/uL; creatinine was 1.8 mg/dL on the available recent reading; the last snapshot shows MAP 86 mmHg with heart rate 113 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 50.1 K/uL; creatinine was 1.8 mg/dL on the available recent reading; the most recent entries show MAP 86 mmHg and heart rate 113 bpm.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 ended at 98% after dropping as low as 88%; creatinine was 1.8 mg/dL on the available recent reading; the current values include systolic BP 149 mmHg and respiratory rate 13 breaths/min.","answer":"C","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 50.1 K/uL; creatinine was 1.8 mg/dL on the available recent reading; the most recent entries show MAP 86 mmHg and heart rate 113 bpm.","episode_id":"iv_000268","anchor_time":51.748056} {"id":"MED_iv_000269_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 12.2 K/uL; the latest systolic BP is 106 mmHg; the latest respiratory rate is 18 breaths/min.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 12.2 K/uL; the latest systolic BP is 106 mmHg; the latest respiratory rate is 18 breaths/min.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. The recent WBC reading was 12.2 K/uL; the latest heart rate is 91 bpm; the latest MAP is 67 mmHg.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 12.2 K/uL; the latest heart rate is 91 bpm; the latest MAP is 67 mmHg.","answer":"A","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 12.2 K/uL; the latest systolic BP is 106 mmHg; the latest respiratory rate is 18 breaths/min.","episode_id":"iv_000269","anchor_time":70.3125} {"id":"MED_iv_000271_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. The recent WBC reading was 42.7 K/uL; creatinine was 2.3 mg/dL on the available recent reading; the most recent entries show MAP 76 mmHg and heart rate 107 bpm.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 42.7 K/uL; creatinine was 2.3 mg/dL on the available recent reading; the last snapshot shows MAP 76 mmHg with heart rate 107 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Urine output most recently reached 100 mL after low intervals down to 20 mL; creatinine was 2.3 mg/dL on the available recent reading; the latest bedside set shows systolic BP 96 mmHg and respiratory rate 14 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Urine output most recently reached 100 mL after low intervals down to 20 mL; creatinine was 2.3 mg/dL on the available recent reading; the current values include systolic BP 96 mmHg and respiratory rate 14 breaths/min.","answer":"A","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. The recent WBC reading was 42.7 K/uL; creatinine was 2.3 mg/dL on the available recent reading; the most recent entries show MAP 76 mmHg and heart rate 107 bpm.","episode_id":"iv_000271","anchor_time":40.836111} {"id":"MED_iv_000272_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Heart rate ended at 129 bpm after a recent low of 80 bpm; the latest systolic BP is 113 mmHg; the latest respiratory rate is 21 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate ended at 129 bpm after a recent low of 80 bpm; the latest MAP is 88 mmHg; the latest heart rate is 129 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Heart rate ended at 129 bpm after a recent low of 80 bpm; the latest MAP is 88 mmHg; the latest heart rate is 129 bpm.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Heart rate ended at 129 bpm after a recent low of 80 bpm; the latest systolic BP is 113 mmHg; the latest respiratory rate is 21 breaths/min.","answer":"C","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Heart rate ended at 129 bpm after a recent low of 80 bpm; the latest MAP is 88 mmHg; the latest heart rate is 129 bpm.","episode_id":"iv_000272","anchor_time":55.599167} {"id":"MED_iv_000272_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Heart rate ended at 129 bpm after a recent low of 80 bpm; the latest MAP is 88 mmHg; the latest systolic BP is 113 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate ended at 129 bpm after a recent low of 80 bpm; the latest heart rate is 129 bpm; the latest MAP is 88 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Heart rate ended at 129 bpm after a recent low of 80 bpm; the latest MAP is 88 mmHg; the latest systolic BP is 113 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate ended at 129 bpm after a recent low of 80 bpm; the latest heart rate is 129 bpm; the latest MAP is 88 mmHg.","answer":"B","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate ended at 129 bpm after a recent low of 80 bpm; the latest heart rate is 129 bpm; the latest MAP is 88 mmHg.","episode_id":"iv_000272","anchor_time":55.599167} {"id":"MED_iv_000273_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 varied between 85% and 100%, with the latest value 98%; WBC returned to 1 K/uL after reaching 6 K/uL; the last snapshot shows MAP 77 mmHg with heart rate 58 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Heart rate varied between 40 bpm and 61 bpm, with the latest value 58 bpm; SpO2 varied between 85% and 100%, with the latest value 98%; the most recent entries show MAP 77 mmHg and systolic BP 121 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 varied between 85% and 100%, with the latest value 98%; WBC returned to 1 K/uL after reaching 6 K/uL; the current values include MAP 77 mmHg and heart rate 58 bpm.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate varied between 40 bpm and 61 bpm, with the latest value 58 bpm; SpO2 varied between 85% and 100%, with the latest value 98%; the latest bedside set shows MAP 77 mmHg and systolic BP 121 mmHg.","answer":"D","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate varied between 40 bpm and 61 bpm, with the latest value 58 bpm; SpO2 varied between 85% and 100%, with the latest value 98%; the latest bedside set shows MAP 77 mmHg and systolic BP 121 mmHg.","episode_id":"iv_000273","anchor_time":140.094444} {"id":"MED_iv_000273_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 varied between 85% and 100%, with the latest value 98%; WBC returned to 1 K/uL after reaching 6 K/uL; the current values include heart rate 58 bpm and MAP 77 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Heart rate varied between 40 bpm and 61 bpm, with the latest value 58 bpm; SpO2 varied between 85% and 100%, with the latest value 98%; the latest bedside set shows MAP 77 mmHg and systolic BP 121 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 85% and 100%, with the latest value 98%; WBC returned to 1 K/uL after reaching 6 K/uL; the most recent entries show heart rate 58 bpm and MAP 77 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Heart rate varied between 40 bpm and 61 bpm, with the latest value 58 bpm; SpO2 varied between 85% and 100%, with the latest value 98%; the last snapshot shows MAP 77 mmHg with systolic BP 121 mmHg.","answer":"C","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 85% and 100%, with the latest value 98%; WBC returned to 1 K/uL after reaching 6 K/uL; the most recent entries show heart rate 58 bpm and MAP 77 mmHg.","episode_id":"iv_000273","anchor_time":140.094444} {"id":"MED_iv_000274_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. The recent WBC reading was 14.6 K/uL; the latest MAP is 87 mmHg; the latest systolic BP is 140 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. The recent WBC reading was 14.6 K/uL; the latest MAP is 87 mmHg; the latest heart rate is 72 bpm.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 14.6 K/uL; the latest MAP is 87 mmHg; the latest systolic BP is 140 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. The recent WBC reading was 14.6 K/uL; the latest MAP is 87 mmHg; the latest heart rate is 72 bpm.","answer":"C","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 14.6 K/uL; the latest MAP is 87 mmHg; the latest systolic BP is 140 mmHg.","episode_id":"iv_000274","anchor_time":39.074722} {"id":"MED_iv_000274_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 14.6 K/uL; the latest MAP is 87 mmHg; the latest heart rate is 72 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. The recent WBC reading was 14.6 K/uL; the latest systolic BP is 140 mmHg; the latest respiratory rate is 20 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. The recent WBC reading was 14.6 K/uL; the latest systolic BP is 140 mmHg; the latest respiratory rate is 20 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. The recent WBC reading was 14.6 K/uL; the latest MAP is 87 mmHg; the latest heart rate is 72 bpm.","answer":"A","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 14.6 K/uL; the latest MAP is 87 mmHg; the latest heart rate is 72 bpm.","episode_id":"iv_000274","anchor_time":39.074722} {"id":"MED_iv_000275_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 90% and 99%, with the latest value 98%; the latest MAP is 90 mmHg; the latest heart rate is 42 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Heart rate varied between 40 bpm and 58 bpm, with the latest value 42 bpm; SpO2 varied between 90% and 99%, with the latest value 98%; the current values include MAP 90 mmHg and systolic BP 134 mmHg.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 90% and 99%, with the latest value 98%; the latest MAP is 90 mmHg; the latest heart rate is 42 bpm.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate varied between 40 bpm and 58 bpm, with the latest value 42 bpm; SpO2 varied between 90% and 99%, with the latest value 98%; the latest bedside set shows MAP 90 mmHg and systolic BP 134 mmHg.","answer":"B","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Heart rate varied between 40 bpm and 58 bpm, with the latest value 42 bpm; SpO2 varied between 90% and 99%, with the latest value 98%; the current values include MAP 90 mmHg and systolic BP 134 mmHg.","episode_id":"iv_000275","anchor_time":35.716667} {"id":"MED_iv_000275_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 90% and 99%, with the latest value 98%; the latest MAP is 90 mmHg; the latest heart rate is 42 bpm.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Heart rate varied between 40 bpm and 58 bpm, with the latest value 42 bpm; SpO2 varied between 90% and 99%, with the latest value 98%; the current values include systolic BP 134 mmHg and respiratory rate 19 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate varied between 40 bpm and 58 bpm, with the latest value 42 bpm; SpO2 varied between 90% and 99%, with the latest value 98%; the most recent entries show systolic BP 134 mmHg and respiratory rate 19 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 varied between 90% and 99%, with the latest value 98%; the latest MAP is 90 mmHg; the latest heart rate is 42 bpm.","answer":"A","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 90% and 99%, with the latest value 98%; the latest MAP is 90 mmHg; the latest heart rate is 42 bpm.","episode_id":"iv_000275","anchor_time":35.716667} {"id":"MED_iv_000275_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Heart rate varied between 40 bpm and 58 bpm, with the latest value 42 bpm; SpO2 varied between 90% and 99%, with the latest value 98%; the latest bedside set shows MAP 90 mmHg and systolic BP 134 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate varied between 40 bpm and 58 bpm, with the latest value 42 bpm; SpO2 varied between 90% and 99%, with the latest value 98%; the most recent entries show heart rate 42 bpm and MAP 90 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Heart rate varied between 40 bpm and 58 bpm, with the latest value 42 bpm; SpO2 varied between 90% and 99%, with the latest value 98%; the current values include heart rate 42 bpm and MAP 90 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate varied between 40 bpm and 58 bpm, with the latest value 42 bpm; SpO2 varied between 90% and 99%, with the latest value 98%; the last snapshot shows MAP 90 mmHg with systolic BP 134 mmHg.","answer":"B","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate varied between 40 bpm and 58 bpm, with the latest value 42 bpm; SpO2 varied between 90% and 99%, with the latest value 98%; the most recent entries show heart rate 42 bpm and MAP 90 mmHg.","episode_id":"iv_000275","anchor_time":35.716667} {"id":"MED_iv_000277_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate returned to 16 breaths/min after reaching 41 breaths/min; diastolic BP recovered to 53 mmHg after a recent low of 40 mmHg below 50 mmHg; the latest bedside set shows MAP 66 mmHg and heart rate 61 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. MAP recovered to 66 mmHg after a recent low of 59 mmHg below 65 mmHg; diastolic BP recovered to 53 mmHg after a recent low of 40 mmHg below 50 mmHg; the current values include systolic BP 96 mmHg and respiratory rate 16 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate returned to 16 breaths/min after reaching 41 breaths/min; diastolic BP recovered to 53 mmHg after a recent low of 40 mmHg below 50 mmHg; the last snapshot shows MAP 66 mmHg with heart rate 61 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. MAP recovered to 66 mmHg after a recent low of 59 mmHg below 65 mmHg; diastolic BP recovered to 53 mmHg after a recent low of 40 mmHg below 50 mmHg; the most recent entries show systolic BP 96 mmHg and respiratory rate 16 breaths/min.","answer":"C","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate returned to 16 breaths/min after reaching 41 breaths/min; diastolic BP recovered to 53 mmHg after a recent low of 40 mmHg below 50 mmHg; the last snapshot shows MAP 66 mmHg with heart rate 61 bpm.","episode_id":"iv_000277","anchor_time":78.745} {"id":"MED_iv_000277_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. MAP recovered to 66 mmHg after a recent low of 59 mmHg below 65 mmHg; respiratory rate returned to 16 breaths/min after reaching 41 breaths/min; the last snapshot shows MAP 66 mmHg with systolic BP 96 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Systolic BP recovered to 96 mmHg after a recent low of 90 mmHg below 90 mmHg; WBC returned to 14.3 K/uL after reaching 15.3 K/uL; the current values include heart rate 61 bpm and MAP 66 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 66 mmHg after a recent low of 59 mmHg below 65 mmHg; respiratory rate returned to 16 breaths/min after reaching 41 breaths/min; the latest bedside set shows MAP 66 mmHg and systolic BP 96 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Systolic BP recovered to 96 mmHg after a recent low of 90 mmHg below 90 mmHg; WBC returned to 14.3 K/uL after reaching 15.3 K/uL; the most recent entries show heart rate 61 bpm and MAP 66 mmHg.","answer":"D","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Systolic BP recovered to 96 mmHg after a recent low of 90 mmHg below 90 mmHg; WBC returned to 14.3 K/uL after reaching 15.3 K/uL; the most recent entries show heart rate 61 bpm and MAP 66 mmHg.","episode_id":"iv_000277","anchor_time":78.745} {"id":"MED_iv_000278_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Systolic BP recovered to 99 mmHg after a recent low of 99 mmHg below 90 mmHg; the latest MAP is 71 mmHg; the latest heart rate is 77 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 88% and 100%, with the latest value 95%; systolic BP recovered to 99 mmHg after a recent low of 99 mmHg below 90 mmHg; the most recent entries show MAP 71 mmHg and systolic BP 99 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 varied between 88% and 100%, with the latest value 95%; systolic BP recovered to 99 mmHg after a recent low of 99 mmHg below 90 mmHg; the latest bedside set shows MAP 71 mmHg and systolic BP 99 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Systolic BP recovered to 99 mmHg after a recent low of 99 mmHg below 90 mmHg; the latest MAP is 71 mmHg; the latest heart rate is 77 bpm.","answer":"C","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 varied between 88% and 100%, with the latest value 95%; systolic BP recovered to 99 mmHg after a recent low of 99 mmHg below 90 mmHg; the latest bedside set shows MAP 71 mmHg and systolic BP 99 mmHg.","episode_id":"iv_000278","anchor_time":28.470833} {"id":"MED_iv_000278_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 88% and 100%, with the latest value 95%; systolic BP recovered to 99 mmHg after a recent low of 99 mmHg below 90 mmHg; the current values include systolic BP 99 mmHg and respiratory rate 13 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Systolic BP recovered to 99 mmHg after a recent low of 99 mmHg below 90 mmHg; the latest MAP is 71 mmHg; the latest heart rate is 77 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Systolic BP recovered to 99 mmHg after a recent low of 99 mmHg below 90 mmHg; the latest MAP is 71 mmHg; the latest heart rate is 77 bpm.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 varied between 88% and 100%, with the latest value 95%; systolic BP recovered to 99 mmHg after a recent low of 99 mmHg below 90 mmHg; the most recent entries show systolic BP 99 mmHg and respiratory rate 13 breaths/min.","answer":"B","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Systolic BP recovered to 99 mmHg after a recent low of 99 mmHg below 90 mmHg; the latest MAP is 71 mmHg; the latest heart rate is 77 bpm.","episode_id":"iv_000278","anchor_time":28.470833} {"id":"MED_iv_000279_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate ended at 126 bpm after a recent low of 110 bpm; urine output most recently reached 30 mL after low intervals down to 30 mL; the current values include MAP 109 mmHg and systolic BP 142 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Urine output most recently reached 30 mL after low intervals down to 30 mL; the latest MAP is 109 mmHg; the latest heart rate is 126 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate ended at 126 bpm after a recent low of 110 bpm; urine output most recently reached 30 mL after low intervals down to 30 mL; the latest bedside set shows MAP 109 mmHg and systolic BP 142 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Urine output most recently reached 30 mL after low intervals down to 30 mL; the latest MAP is 109 mmHg; the latest heart rate is 126 bpm.","answer":"A","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate ended at 126 bpm after a recent low of 110 bpm; urine output most recently reached 30 mL after low intervals down to 30 mL; the current values include MAP 109 mmHg and systolic BP 142 mmHg.","episode_id":"iv_000279","anchor_time":162.243056} {"id":"MED_iv_000279_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Urine output most recently reached 30 mL after low intervals down to 30 mL; the latest MAP is 109 mmHg; the latest heart rate is 126 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate ended at 126 bpm after a recent low of 110 bpm; urine output most recently reached 30 mL after low intervals down to 30 mL; the most recent entries show systolic BP 142 mmHg and respiratory rate 14 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Heart rate ended at 126 bpm after a recent low of 110 bpm; urine output most recently reached 30 mL after low intervals down to 30 mL; the current values include systolic BP 142 mmHg and respiratory rate 14 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Urine output most recently reached 30 mL after low intervals down to 30 mL; the latest MAP is 109 mmHg; the latest heart rate is 126 bpm.","answer":"D","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Urine output most recently reached 30 mL after low intervals down to 30 mL; the latest MAP is 109 mmHg; the latest heart rate is 126 bpm.","episode_id":"iv_000279","anchor_time":162.243056} {"id":"MED_iv_000279_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate ended at 126 bpm after a recent low of 110 bpm; urine output most recently reached 30 mL after low intervals down to 30 mL; the latest bedside set shows heart rate 126 bpm and MAP 109 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Heart rate ended at 126 bpm after a recent low of 110 bpm; urine output most recently reached 30 mL after low intervals down to 30 mL; the last snapshot shows systolic BP 142 mmHg with respiratory rate 14 breaths/min.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Heart rate ended at 126 bpm after a recent low of 110 bpm; urine output most recently reached 30 mL after low intervals down to 30 mL; the current values include systolic BP 142 mmHg and respiratory rate 14 breaths/min.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Heart rate ended at 126 bpm after a recent low of 110 bpm; urine output most recently reached 30 mL after low intervals down to 30 mL; the most recent entries show heart rate 126 bpm and MAP 109 mmHg.","answer":"B","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Heart rate ended at 126 bpm after a recent low of 110 bpm; urine output most recently reached 30 mL after low intervals down to 30 mL; the last snapshot shows systolic BP 142 mmHg with respiratory rate 14 breaths/min.","episode_id":"iv_000279","anchor_time":162.243056} {"id":"MED_iv_000279_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate ended at 126 bpm after a recent low of 110 bpm; urine output most recently reached 30 mL after low intervals down to 30 mL; the last snapshot shows MAP 109 mmHg with systolic BP 142 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate ended at 126 bpm after a recent low of 110 bpm; urine output most recently reached 30 mL after low intervals down to 30 mL; the latest bedside set shows MAP 109 mmHg and systolic BP 142 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Heart rate ended at 126 bpm after a recent low of 110 bpm; urine output most recently reached 30 mL after low intervals down to 30 mL; the most recent entries show heart rate 126 bpm and MAP 109 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate ended at 126 bpm after a recent low of 110 bpm; urine output most recently reached 30 mL after low intervals down to 30 mL; the current values include heart rate 126 bpm and MAP 109 mmHg.","answer":"C","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Heart rate ended at 126 bpm after a recent low of 110 bpm; urine output most recently reached 30 mL after low intervals down to 30 mL; the most recent entries show heart rate 126 bpm and MAP 109 mmHg.","episode_id":"iv_000279","anchor_time":162.243056} {"id":"MED_iv_000281_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. No strong recent threshold breach is recorded in the available variables; the latest MAP is 69 mmHg; the latest systolic BP is 109 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. No strong recent threshold breach is recorded in the available variables; the latest MAP is 69 mmHg; the latest heart rate is 88 bpm.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. No strong recent threshold breach is recorded in the available variables; the latest MAP is 69 mmHg; the latest systolic BP is 109 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. No strong recent threshold breach is recorded in the available variables; the latest MAP is 69 mmHg; the latest heart rate is 88 bpm.","answer":"C","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. No strong recent threshold breach is recorded in the available variables; the latest MAP is 69 mmHg; the latest systolic BP is 109 mmHg.","episode_id":"iv_000281","anchor_time":69.652222} {"id":"MED_iv_000282_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 88% and 98%, with the latest value 97%; heart rate varied between 50 bpm and 103 bpm, with the latest value 101 bpm; the most recent entries show systolic BP 136 mmHg and respiratory rate 10 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Diastolic BP recovered to 40 mmHg after a recent low of 40 mmHg below 50 mmHg; heart rate varied between 50 bpm and 103 bpm, with the latest value 101 bpm; the latest bedside set shows MAP 64 mmHg and heart rate 101 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Diastolic BP recovered to 40 mmHg after a recent low of 40 mmHg below 50 mmHg; heart rate varied between 50 bpm and 103 bpm, with the latest value 101 bpm; the last snapshot shows MAP 64 mmHg with heart rate 101 bpm.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 varied between 88% and 98%, with the latest value 97%; heart rate varied between 50 bpm and 103 bpm, with the latest value 101 bpm; the current values include systolic BP 136 mmHg and respiratory rate 10 breaths/min.","answer":"B","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Diastolic BP recovered to 40 mmHg after a recent low of 40 mmHg below 50 mmHg; heart rate varied between 50 bpm and 103 bpm, with the latest value 101 bpm; the latest bedside set shows MAP 64 mmHg and heart rate 101 bpm.","episode_id":"iv_000282","anchor_time":159.283333} {"id":"MED_iv_000282_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 64 mmHg after a recent low of 64 mmHg below 65 mmHg; respiratory rate returned to 10 breaths/min after reaching 26 breaths/min; the latest bedside set shows heart rate 101 bpm and MAP 64 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 88% and 98%, with the latest value 97%; heart rate varied between 50 bpm and 103 bpm, with the latest value 101 bpm; the last snapshot shows systolic BP 136 mmHg with respiratory rate 10 breaths/min.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. MAP recovered to 64 mmHg after a recent low of 64 mmHg below 65 mmHg; respiratory rate returned to 10 breaths/min after reaching 26 breaths/min; the most recent entries show heart rate 101 bpm and MAP 64 mmHg.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 88% and 98%, with the latest value 97%; heart rate varied between 50 bpm and 103 bpm, with the latest value 101 bpm; the current values include systolic BP 136 mmHg and respiratory rate 10 breaths/min.","answer":"B","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 88% and 98%, with the latest value 97%; heart rate varied between 50 bpm and 103 bpm, with the latest value 101 bpm; the last snapshot shows systolic BP 136 mmHg with respiratory rate 10 breaths/min.","episode_id":"iv_000282","anchor_time":159.283333} {"id":"MED_iv_000283_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 10 breaths/min and 20 breaths/min, with the latest value 15 breaths/min; the latest MAP is 76 mmHg; the latest heart rate is 98 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Creatinine came back to 3.5 mg/dL after reaching 3.9 mg/dL; respiratory rate varied between 10 breaths/min and 20 breaths/min, with the latest value 15 breaths/min; the latest bedside set shows MAP 76 mmHg and systolic BP 134 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Creatinine came back to 3.5 mg/dL after reaching 3.9 mg/dL; respiratory rate varied between 10 breaths/min and 20 breaths/min, with the latest value 15 breaths/min; the most recent entries show MAP 76 mmHg and systolic BP 134 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate varied between 10 breaths/min and 20 breaths/min, with the latest value 15 breaths/min; the latest MAP is 76 mmHg; the latest heart rate is 98 bpm.","answer":"C","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Creatinine came back to 3.5 mg/dL after reaching 3.9 mg/dL; respiratory rate varied between 10 breaths/min and 20 breaths/min, with the latest value 15 breaths/min; the most recent entries show MAP 76 mmHg and systolic BP 134 mmHg.","episode_id":"iv_000283","anchor_time":26.813611} {"id":"MED_iv_000283_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Creatinine came back to 3.5 mg/dL after reaching 3.9 mg/dL; respiratory rate varied between 10 breaths/min and 20 breaths/min, with the latest value 15 breaths/min; the current values include systolic BP 134 mmHg and respiratory rate 15 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Creatinine came back to 3.5 mg/dL after reaching 3.9 mg/dL; respiratory rate varied between 10 breaths/min and 20 breaths/min, with the latest value 15 breaths/min; the latest bedside set shows systolic BP 134 mmHg and respiratory rate 15 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate varied between 10 breaths/min and 20 breaths/min, with the latest value 15 breaths/min; the latest MAP is 76 mmHg; the latest heart rate is 98 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 10 breaths/min and 20 breaths/min, with the latest value 15 breaths/min; the latest MAP is 76 mmHg; the latest heart rate is 98 bpm.","answer":"D","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 10 breaths/min and 20 breaths/min, with the latest value 15 breaths/min; the latest MAP is 76 mmHg; the latest heart rate is 98 bpm.","episode_id":"iv_000283","anchor_time":26.813611} {"id":"MED_iv_000283_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Creatinine came back to 3.5 mg/dL after reaching 3.9 mg/dL; respiratory rate varied between 10 breaths/min and 20 breaths/min, with the latest value 15 breaths/min; the current values include systolic BP 134 mmHg and respiratory rate 15 breaths/min.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Creatinine came back to 3.5 mg/dL after reaching 3.9 mg/dL; respiratory rate varied between 10 breaths/min and 20 breaths/min, with the latest value 15 breaths/min; the latest bedside set shows heart rate 98 bpm and MAP 76 mmHg.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Creatinine came back to 3.5 mg/dL after reaching 3.9 mg/dL; respiratory rate varied between 10 breaths/min and 20 breaths/min, with the latest value 15 breaths/min; the last snapshot shows systolic BP 134 mmHg with respiratory rate 15 breaths/min.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Creatinine came back to 3.5 mg/dL after reaching 3.9 mg/dL; respiratory rate varied between 10 breaths/min and 20 breaths/min, with the latest value 15 breaths/min; the most recent entries show heart rate 98 bpm and MAP 76 mmHg.","answer":"C","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Creatinine came back to 3.5 mg/dL after reaching 3.9 mg/dL; respiratory rate varied between 10 breaths/min and 20 breaths/min, with the latest value 15 breaths/min; the last snapshot shows systolic BP 134 mmHg with respiratory rate 15 breaths/min.","episode_id":"iv_000283","anchor_time":26.813611} {"id":"MED_iv_000283_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Creatinine came back to 3.5 mg/dL after reaching 3.9 mg/dL; respiratory rate varied between 10 breaths/min and 20 breaths/min, with the latest value 15 breaths/min; the latest bedside set shows MAP 76 mmHg and systolic BP 134 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Creatinine came back to 3.5 mg/dL after reaching 3.9 mg/dL; respiratory rate varied between 10 breaths/min and 20 breaths/min, with the latest value 15 breaths/min; the last snapshot shows MAP 76 mmHg with systolic BP 134 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Creatinine came back to 3.5 mg/dL after reaching 3.9 mg/dL; respiratory rate varied between 10 breaths/min and 20 breaths/min, with the latest value 15 breaths/min; the most recent entries show heart rate 98 bpm and MAP 76 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Creatinine came back to 3.5 mg/dL after reaching 3.9 mg/dL; respiratory rate varied between 10 breaths/min and 20 breaths/min, with the latest value 15 breaths/min; the current values include heart rate 98 bpm and MAP 76 mmHg.","answer":"C","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Creatinine came back to 3.5 mg/dL after reaching 3.9 mg/dL; respiratory rate varied between 10 breaths/min and 20 breaths/min, with the latest value 15 breaths/min; the most recent entries show heart rate 98 bpm and MAP 76 mmHg.","episode_id":"iv_000283","anchor_time":26.813611} {"id":"MED_iv_000284_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. No strong recent threshold breach is recorded in the available variables; the latest MAP is 83 mmHg; the latest heart rate is 88 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. No strong recent threshold breach is recorded in the available variables; the latest MAP is 83 mmHg; the latest systolic BP is 141 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. No strong recent threshold breach is recorded in the available variables; the latest MAP is 83 mmHg; the latest heart rate is 88 bpm.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. No strong recent threshold breach is recorded in the available variables; the latest MAP is 83 mmHg; the latest systolic BP is 141 mmHg.","answer":"B","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. No strong recent threshold breach is recorded in the available variables; the latest MAP is 83 mmHg; the latest systolic BP is 141 mmHg.","episode_id":"iv_000284","anchor_time":68.899167} {"id":"MED_iv_000284_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. No strong recent threshold breach is recorded in the available variables; the latest MAP is 83 mmHg; the latest heart rate is 88 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. No strong recent threshold breach is recorded in the available variables; the latest MAP is 83 mmHg; the latest heart rate is 88 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 141 mmHg; the latest respiratory rate is 17 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 141 mmHg; the latest respiratory rate is 17 breaths/min.","answer":"A","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. No strong recent threshold breach is recorded in the available variables; the latest MAP is 83 mmHg; the latest heart rate is 88 bpm.","episode_id":"iv_000284","anchor_time":68.899167} {"id":"MED_iv_000286_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 67 bpm; the latest MAP is 95 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 67 bpm; the latest MAP is 95 mmHg.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 153 mmHg; the latest respiratory rate is 19 breaths/min.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 153 mmHg; the latest respiratory rate is 19 breaths/min.","answer":"D","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 153 mmHg; the latest respiratory rate is 19 breaths/min.","episode_id":"iv_000286","anchor_time":144.483333} {"id":"MED_iv_000289_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Urine output most recently reached 25 mL after low intervals down to 25 mL; diastolic BP recovered to 49 mmHg after a recent low of 49 mmHg below 50 mmHg; the latest bedside set shows MAP 67 mmHg and systolic BP 112 mmHg.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Diastolic BP recovered to 49 mmHg after a recent low of 49 mmHg below 50 mmHg; the latest MAP is 67 mmHg; the latest heart rate is 75 bpm.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Urine output most recently reached 25 mL after low intervals down to 25 mL; diastolic BP recovered to 49 mmHg after a recent low of 49 mmHg below 50 mmHg; the most recent entries show MAP 67 mmHg and systolic BP 112 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Diastolic BP recovered to 49 mmHg after a recent low of 49 mmHg below 50 mmHg; the latest MAP is 67 mmHg; the latest heart rate is 75 bpm.","answer":"C","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Urine output most recently reached 25 mL after low intervals down to 25 mL; diastolic BP recovered to 49 mmHg after a recent low of 49 mmHg below 50 mmHg; the most recent entries show MAP 67 mmHg and systolic BP 112 mmHg.","episode_id":"iv_000289","anchor_time":78.434722} {"id":"MED_iv_000289_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Diastolic BP recovered to 49 mmHg after a recent low of 49 mmHg below 50 mmHg; the latest MAP is 67 mmHg; the latest heart rate is 75 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 25 mL after low intervals down to 25 mL; diastolic BP recovered to 49 mmHg after a recent low of 49 mmHg below 50 mmHg; the most recent entries show systolic BP 112 mmHg and respiratory rate 20 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Diastolic BP recovered to 49 mmHg after a recent low of 49 mmHg below 50 mmHg; the latest MAP is 67 mmHg; the latest heart rate is 75 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Urine output most recently reached 25 mL after low intervals down to 25 mL; diastolic BP recovered to 49 mmHg after a recent low of 49 mmHg below 50 mmHg; the current values include systolic BP 112 mmHg and respiratory rate 20 breaths/min.","answer":"C","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Diastolic BP recovered to 49 mmHg after a recent low of 49 mmHg below 50 mmHg; the latest MAP is 67 mmHg; the latest heart rate is 75 bpm.","episode_id":"iv_000289","anchor_time":78.434722} {"id":"MED_iv_000289_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 25 mL after low intervals down to 25 mL; diastolic BP recovered to 49 mmHg after a recent low of 49 mmHg below 50 mmHg; the current values include systolic BP 112 mmHg and respiratory rate 20 breaths/min.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 25 mL after low intervals down to 25 mL; diastolic BP recovered to 49 mmHg after a recent low of 49 mmHg below 50 mmHg; the last snapshot shows heart rate 75 bpm with MAP 67 mmHg.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Urine output most recently reached 25 mL after low intervals down to 25 mL; diastolic BP recovered to 49 mmHg after a recent low of 49 mmHg below 50 mmHg; the most recent entries show heart rate 75 bpm and MAP 67 mmHg.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Urine output most recently reached 25 mL after low intervals down to 25 mL; diastolic BP recovered to 49 mmHg after a recent low of 49 mmHg below 50 mmHg; the latest bedside set shows systolic BP 112 mmHg and respiratory rate 20 breaths/min.","answer":"D","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Urine output most recently reached 25 mL after low intervals down to 25 mL; diastolic BP recovered to 49 mmHg after a recent low of 49 mmHg below 50 mmHg; the latest bedside set shows systolic BP 112 mmHg and respiratory rate 20 breaths/min.","episode_id":"iv_000289","anchor_time":78.434722} {"id":"MED_iv_000290_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate ended at 123 bpm after a recent low of 109 bpm; the latest MAP is 83 mmHg; the latest heart rate is 123 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate varied between 23 breaths/min and 31 breaths/min, with the latest value 30 breaths/min; heart rate ended at 123 bpm after a recent low of 109 bpm; the most recent entries show MAP 83 mmHg and systolic BP 120 mmHg.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate ended at 123 bpm after a recent low of 109 bpm; the latest MAP is 83 mmHg; the latest heart rate is 123 bpm.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate varied between 23 breaths/min and 31 breaths/min, with the latest value 30 breaths/min; heart rate ended at 123 bpm after a recent low of 109 bpm; the latest bedside set shows MAP 83 mmHg and systolic BP 120 mmHg.","answer":"D","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate varied between 23 breaths/min and 31 breaths/min, with the latest value 30 breaths/min; heart rate ended at 123 bpm after a recent low of 109 bpm; the latest bedside set shows MAP 83 mmHg and systolic BP 120 mmHg.","episode_id":"iv_000290","anchor_time":60.716667} {"id":"MED_iv_000290_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate varied between 23 breaths/min and 31 breaths/min, with the latest value 30 breaths/min; heart rate ended at 123 bpm after a recent low of 109 bpm; the current values include systolic BP 120 mmHg and respiratory rate 30 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate varied between 23 breaths/min and 31 breaths/min, with the latest value 30 breaths/min; heart rate ended at 123 bpm after a recent low of 109 bpm; the most recent entries show systolic BP 120 mmHg and respiratory rate 30 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate ended at 123 bpm after a recent low of 109 bpm; the latest MAP is 83 mmHg; the latest heart rate is 123 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate ended at 123 bpm after a recent low of 109 bpm; the latest MAP is 83 mmHg; the latest heart rate is 123 bpm.","answer":"D","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate ended at 123 bpm after a recent low of 109 bpm; the latest MAP is 83 mmHg; the latest heart rate is 123 bpm.","episode_id":"iv_000290","anchor_time":60.716667} {"id":"MED_iv_000290_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate varied between 23 breaths/min and 31 breaths/min, with the latest value 30 breaths/min; heart rate ended at 123 bpm after a recent low of 109 bpm; the latest bedside set shows heart rate 123 bpm and MAP 83 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate varied between 23 breaths/min and 31 breaths/min, with the latest value 30 breaths/min; heart rate ended at 123 bpm after a recent low of 109 bpm; the most recent entries show heart rate 123 bpm and MAP 83 mmHg.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 23 breaths/min and 31 breaths/min, with the latest value 30 breaths/min; heart rate ended at 123 bpm after a recent low of 109 bpm; the current values include systolic BP 120 mmHg and respiratory rate 30 breaths/min.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate varied between 23 breaths/min and 31 breaths/min, with the latest value 30 breaths/min; heart rate ended at 123 bpm after a recent low of 109 bpm; the last snapshot shows systolic BP 120 mmHg with respiratory rate 30 breaths/min.","answer":"C","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 23 breaths/min and 31 breaths/min, with the latest value 30 breaths/min; heart rate ended at 123 bpm after a recent low of 109 bpm; the current values include systolic BP 120 mmHg and respiratory rate 30 breaths/min.","episode_id":"iv_000290","anchor_time":60.716667} {"id":"MED_iv_000290_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate varied between 23 breaths/min and 31 breaths/min, with the latest value 30 breaths/min; heart rate ended at 123 bpm after a recent low of 109 bpm; the last snapshot shows MAP 83 mmHg with systolic BP 120 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 23 breaths/min and 31 breaths/min, with the latest value 30 breaths/min; heart rate ended at 123 bpm after a recent low of 109 bpm; the most recent entries show heart rate 123 bpm and MAP 83 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate varied between 23 breaths/min and 31 breaths/min, with the latest value 30 breaths/min; heart rate ended at 123 bpm after a recent low of 109 bpm; the current values include heart rate 123 bpm and MAP 83 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 23 breaths/min and 31 breaths/min, with the latest value 30 breaths/min; heart rate ended at 123 bpm after a recent low of 109 bpm; the latest bedside set shows MAP 83 mmHg and systolic BP 120 mmHg.","answer":"B","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 23 breaths/min and 31 breaths/min, with the latest value 30 breaths/min; heart rate ended at 123 bpm after a recent low of 109 bpm; the most recent entries show heart rate 123 bpm and MAP 83 mmHg.","episode_id":"iv_000290","anchor_time":60.716667} {"id":"MED_iv_000292_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 88% and 100%, with the latest value 99%; heart rate varied between 40 bpm and 66 bpm, with the latest value 57 bpm; the current values include systolic BP 124 mmHg and respiratory rate 20 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 varied between 88% and 100%, with the latest value 99%; heart rate varied between 40 bpm and 66 bpm, with the latest value 57 bpm; the latest bedside set shows systolic BP 124 mmHg and respiratory rate 20 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Heart rate varied between 40 bpm and 66 bpm, with the latest value 57 bpm; the latest MAP is 97 mmHg; the latest heart rate is 57 bpm.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Heart rate varied between 40 bpm and 66 bpm, with the latest value 57 bpm; the latest MAP is 97 mmHg; the latest heart rate is 57 bpm.","answer":"D","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Heart rate varied between 40 bpm and 66 bpm, with the latest value 57 bpm; the latest MAP is 97 mmHg; the latest heart rate is 57 bpm.","episode_id":"iv_000292","anchor_time":34.183333} {"id":"MED_iv_000294_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 15.1 K/uL; the latest MAP is 98 mmHg; the latest systolic BP is 155 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. The recent WBC reading was 15.1 K/uL; the latest MAP is 98 mmHg; the latest systolic BP is 155 mmHg.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. The recent WBC reading was 15.1 K/uL; the latest MAP is 98 mmHg; the latest heart rate is 70 bpm.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. The recent WBC reading was 15.1 K/uL; the latest MAP is 98 mmHg; the latest heart rate is 70 bpm.","answer":"A","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 15.1 K/uL; the latest MAP is 98 mmHg; the latest systolic BP is 155 mmHg.","episode_id":"iv_000294","anchor_time":57.16} {"id":"MED_iv_000294_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. The recent WBC reading was 15.1 K/uL; the latest heart rate is 70 bpm; the latest MAP is 98 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. The recent WBC reading was 15.1 K/uL; the latest systolic BP is 155 mmHg; the latest respiratory rate is 17 breaths/min.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. The recent WBC reading was 15.1 K/uL; the latest systolic BP is 155 mmHg; the latest respiratory rate is 17 breaths/min.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 15.1 K/uL; the latest heart rate is 70 bpm; the latest MAP is 98 mmHg.","answer":"B","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. The recent WBC reading was 15.1 K/uL; the latest systolic BP is 155 mmHg; the latest respiratory rate is 17 breaths/min.","episode_id":"iv_000294","anchor_time":57.16} {"id":"MED_iv_000295_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Urine output most recently reached 45 mL after low intervals down to 30 mL; the recent WBC reading was 12.6 K/uL; the current values include MAP 73 mmHg and systolic BP 125 mmHg.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 12.6 K/uL; the latest MAP is 73 mmHg; the latest heart rate is 69 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 45 mL after low intervals down to 30 mL; the recent WBC reading was 12.6 K/uL; the latest bedside set shows MAP 73 mmHg and systolic BP 125 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 12.6 K/uL; the latest MAP is 73 mmHg; the latest heart rate is 69 bpm.","answer":"A","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Urine output most recently reached 45 mL after low intervals down to 30 mL; the recent WBC reading was 12.6 K/uL; the current values include MAP 73 mmHg and systolic BP 125 mmHg.","episode_id":"iv_000295","anchor_time":89.619722} {"id":"MED_iv_000296_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Diastolic BP recovered to 46 mmHg after a recent low of 42 mmHg below 50 mmHg; the latest systolic BP is 144 mmHg; the latest respiratory rate is 24 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Diastolic BP recovered to 46 mmHg after a recent low of 42 mmHg below 50 mmHg; the latest systolic BP is 144 mmHg; the latest respiratory rate is 24 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Diastolic BP recovered to 46 mmHg after a recent low of 42 mmHg below 50 mmHg; the latest MAP is 71 mmHg; the latest heart rate is 73 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Diastolic BP recovered to 46 mmHg after a recent low of 42 mmHg below 50 mmHg; the latest MAP is 71 mmHg; the latest heart rate is 73 bpm.","answer":"D","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Diastolic BP recovered to 46 mmHg after a recent low of 42 mmHg below 50 mmHg; the latest MAP is 71 mmHg; the latest heart rate is 73 bpm.","episode_id":"iv_000296","anchor_time":45.45} {"id":"MED_iv_000296_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Diastolic BP recovered to 46 mmHg after a recent low of 42 mmHg below 50 mmHg; the latest heart rate is 73 bpm; the latest MAP is 71 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Diastolic BP recovered to 46 mmHg after a recent low of 42 mmHg below 50 mmHg; the latest heart rate is 73 bpm; the latest MAP is 71 mmHg.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Diastolic BP recovered to 46 mmHg after a recent low of 42 mmHg below 50 mmHg; the latest systolic BP is 144 mmHg; the latest respiratory rate is 24 breaths/min.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Diastolic BP recovered to 46 mmHg after a recent low of 42 mmHg below 50 mmHg; the latest systolic BP is 144 mmHg; the latest respiratory rate is 24 breaths/min.","answer":"D","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Diastolic BP recovered to 46 mmHg after a recent low of 42 mmHg below 50 mmHg; the latest systolic BP is 144 mmHg; the latest respiratory rate is 24 breaths/min.","episode_id":"iv_000296","anchor_time":45.45} {"id":"MED_iv_000296_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Diastolic BP recovered to 46 mmHg after a recent low of 42 mmHg below 50 mmHg; the latest MAP is 71 mmHg; the latest systolic BP is 144 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Diastolic BP recovered to 46 mmHg after a recent low of 42 mmHg below 50 mmHg; the latest MAP is 71 mmHg; the latest systolic BP is 144 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Diastolic BP recovered to 46 mmHg after a recent low of 42 mmHg below 50 mmHg; the latest heart rate is 73 bpm; the latest MAP is 71 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Diastolic BP recovered to 46 mmHg after a recent low of 42 mmHg below 50 mmHg; the latest heart rate is 73 bpm; the latest MAP is 71 mmHg.","answer":"D","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Diastolic BP recovered to 46 mmHg after a recent low of 42 mmHg below 50 mmHg; the latest heart rate is 73 bpm; the latest MAP is 71 mmHg.","episode_id":"iv_000296","anchor_time":45.45} {"id":"MED_iv_000297_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 came back to 50% after reaching 93%; urine output most recently reached 5 mL after low intervals down to 5 mL; the last snapshot shows MAP 38 mmHg with heart rate 99 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate returned to 8 breaths/min after reaching 32 breaths/min; SpO2 came back to 50% after reaching 93%; the latest bedside set shows MAP 38 mmHg and systolic BP 73 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 came back to 50% after reaching 93%; urine output most recently reached 5 mL after low intervals down to 5 mL; the current values include MAP 38 mmHg and heart rate 99 bpm.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate returned to 8 breaths/min after reaching 32 breaths/min; SpO2 came back to 50% after reaching 93%; the most recent entries show MAP 38 mmHg and systolic BP 73 mmHg.","answer":"B","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate returned to 8 breaths/min after reaching 32 breaths/min; SpO2 came back to 50% after reaching 93%; the latest bedside set shows MAP 38 mmHg and systolic BP 73 mmHg.","episode_id":"iv_000297","anchor_time":36.979167} {"id":"MED_iv_000297_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate returned to 8 breaths/min after reaching 32 breaths/min; urine output most recently reached 5 mL after low intervals down to 5 mL; the most recent entries show systolic BP 73 mmHg and respiratory rate 8 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 came back to 50% after reaching 93%; urine output most recently reached 5 mL after low intervals down to 5 mL; the latest bedside set shows MAP 38 mmHg and heart rate 99 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 came back to 50% after reaching 93%; urine output most recently reached 5 mL after low intervals down to 5 mL; the last snapshot shows MAP 38 mmHg with heart rate 99 bpm.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate returned to 8 breaths/min after reaching 32 breaths/min; urine output most recently reached 5 mL after low intervals down to 5 mL; the current values include systolic BP 73 mmHg and respiratory rate 8 breaths/min.","answer":"C","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 came back to 50% after reaching 93%; urine output most recently reached 5 mL after low intervals down to 5 mL; the last snapshot shows MAP 38 mmHg with heart rate 99 bpm.","episode_id":"iv_000297","anchor_time":36.979167} {"id":"MED_iv_000297_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. WBC ended at 25 K/uL after a recent low of 17.6 K/uL; creatinine ended at 2.3 mg/dL after dropping as low as 1.8 mg/dL; the latest bedside set shows heart rate 99 bpm and MAP 38 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. WBC ended at 25 K/uL after a recent low of 17.6 K/uL; creatinine ended at 2.3 mg/dL after dropping as low as 1.8 mg/dL; the most recent entries show heart rate 99 bpm and MAP 38 mmHg.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate returned to 8 breaths/min after reaching 32 breaths/min; urine output most recently reached 5 mL after low intervals down to 5 mL; the last snapshot shows systolic BP 73 mmHg with respiratory rate 8 breaths/min.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate returned to 8 breaths/min after reaching 32 breaths/min; urine output most recently reached 5 mL after low intervals down to 5 mL; the current values include systolic BP 73 mmHg and respiratory rate 8 breaths/min.","answer":"C","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate returned to 8 breaths/min after reaching 32 breaths/min; urine output most recently reached 5 mL after low intervals down to 5 mL; the last snapshot shows systolic BP 73 mmHg with respiratory rate 8 breaths/min.","episode_id":"iv_000297","anchor_time":36.979167} {"id":"MED_iv_000298_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate ended at 32 breaths/min after a recent low of 19 breaths/min; SpO2 varied between 88% and 97%, with the latest value 89%; the last snapshot shows MAP 84 mmHg with heart rate 97 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Creatinine ended at 3.4 mg/dL after dropping as low as 2.9 mg/dL; respiratory rate ended at 32 breaths/min after a recent low of 19 breaths/min; the latest bedside set shows MAP 84 mmHg and systolic BP 102 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Creatinine ended at 3.4 mg/dL after dropping as low as 2.9 mg/dL; respiratory rate ended at 32 breaths/min after a recent low of 19 breaths/min; the most recent entries show MAP 84 mmHg and systolic BP 102 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate ended at 32 breaths/min after a recent low of 19 breaths/min; SpO2 varied between 88% and 97%, with the latest value 89%; the current values include MAP 84 mmHg and heart rate 97 bpm.","answer":"B","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Creatinine ended at 3.4 mg/dL after dropping as low as 2.9 mg/dL; respiratory rate ended at 32 breaths/min after a recent low of 19 breaths/min; the latest bedside set shows MAP 84 mmHg and systolic BP 102 mmHg.","episode_id":"iv_000298","anchor_time":230.836389} {"id":"MED_iv_000300_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 127 mmHg; the latest respiratory rate is 21 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 127 mmHg; the latest respiratory rate is 21 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. No strong recent threshold breach is recorded in the available variables; the latest MAP is 86 mmHg; the latest heart rate is 75 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest MAP is 86 mmHg; the latest heart rate is 75 bpm.","answer":"D","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest MAP is 86 mmHg; the latest heart rate is 75 bpm.","episode_id":"iv_000300","anchor_time":100.95} {"id":"MED_iv_000302_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 14.9 K/uL; the latest MAP is 85 mmHg; the latest systolic BP is 125 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. The recent WBC reading was 14.9 K/uL; the latest MAP is 85 mmHg; the latest systolic BP is 125 mmHg.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. The recent WBC reading was 14.9 K/uL; the latest MAP is 85 mmHg; the latest heart rate is 90 bpm.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. The recent WBC reading was 14.9 K/uL; the latest MAP is 85 mmHg; the latest heart rate is 90 bpm.","answer":"A","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 14.9 K/uL; the latest MAP is 85 mmHg; the latest systolic BP is 125 mmHg.","episode_id":"iv_000302","anchor_time":33.4775} {"id":"MED_iv_000302_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 14.9 K/uL; the latest systolic BP is 125 mmHg; the latest respiratory rate is 16 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. The recent WBC reading was 14.9 K/uL; the latest MAP is 85 mmHg; the latest heart rate is 90 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 14.9 K/uL; the latest systolic BP is 125 mmHg; the latest respiratory rate is 16 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 14.9 K/uL; the latest MAP is 85 mmHg; the latest heart rate is 90 bpm.","answer":"D","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 14.9 K/uL; the latest MAP is 85 mmHg; the latest heart rate is 90 bpm.","episode_id":"iv_000302","anchor_time":33.4775} {"id":"MED_iv_000302_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 14.9 K/uL; the latest systolic BP is 125 mmHg; the latest respiratory rate is 16 breaths/min.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. The recent WBC reading was 14.9 K/uL; the latest heart rate is 90 bpm; the latest MAP is 85 mmHg.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. The recent WBC reading was 14.9 K/uL; the latest heart rate is 90 bpm; the latest MAP is 85 mmHg.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. The recent WBC reading was 14.9 K/uL; the latest systolic BP is 125 mmHg; the latest respiratory rate is 16 breaths/min.","answer":"A","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 14.9 K/uL; the latest systolic BP is 125 mmHg; the latest respiratory rate is 16 breaths/min.","episode_id":"iv_000302","anchor_time":33.4775} {"id":"MED_iv_000306_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate ended at 25 breaths/min after a recent low of 16 breaths/min; the latest MAP is 80 mmHg; the latest heart rate is 76 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate ended at 25 breaths/min after a recent low of 16 breaths/min; the latest MAP is 80 mmHg; the latest systolic BP is 132 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate ended at 25 breaths/min after a recent low of 16 breaths/min; the latest MAP is 80 mmHg; the latest systolic BP is 132 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate ended at 25 breaths/min after a recent low of 16 breaths/min; the latest MAP is 80 mmHg; the latest heart rate is 76 bpm.","answer":"C","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate ended at 25 breaths/min after a recent low of 16 breaths/min; the latest MAP is 80 mmHg; the latest systolic BP is 132 mmHg.","episode_id":"iv_000306","anchor_time":54.693333} {"id":"MED_iv_000306_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate ended at 25 breaths/min after a recent low of 16 breaths/min; the latest systolic BP is 132 mmHg; the latest respiratory rate is 25 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate ended at 25 breaths/min after a recent low of 16 breaths/min; the latest systolic BP is 132 mmHg; the latest respiratory rate is 25 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate ended at 25 breaths/min after a recent low of 16 breaths/min; the latest MAP is 80 mmHg; the latest heart rate is 76 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate ended at 25 breaths/min after a recent low of 16 breaths/min; the latest MAP is 80 mmHg; the latest heart rate is 76 bpm.","answer":"D","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate ended at 25 breaths/min after a recent low of 16 breaths/min; the latest MAP is 80 mmHg; the latest heart rate is 76 bpm.","episode_id":"iv_000306","anchor_time":54.693333} {"id":"MED_iv_000306_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate ended at 25 breaths/min after a recent low of 16 breaths/min; the latest heart rate is 76 bpm; the latest MAP is 80 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate ended at 25 breaths/min after a recent low of 16 breaths/min; the latest systolic BP is 132 mmHg; the latest respiratory rate is 25 breaths/min.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate ended at 25 breaths/min after a recent low of 16 breaths/min; the latest heart rate is 76 bpm; the latest MAP is 80 mmHg.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate ended at 25 breaths/min after a recent low of 16 breaths/min; the latest systolic BP is 132 mmHg; the latest respiratory rate is 25 breaths/min.","answer":"D","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate ended at 25 breaths/min after a recent low of 16 breaths/min; the latest systolic BP is 132 mmHg; the latest respiratory rate is 25 breaths/min.","episode_id":"iv_000306","anchor_time":54.693333} {"id":"MED_iv_000306_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate ended at 25 breaths/min after a recent low of 16 breaths/min; the latest MAP is 80 mmHg; the latest systolic BP is 132 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate ended at 25 breaths/min after a recent low of 16 breaths/min; the latest heart rate is 76 bpm; the latest MAP is 80 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate ended at 25 breaths/min after a recent low of 16 breaths/min; the latest heart rate is 76 bpm; the latest MAP is 80 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate ended at 25 breaths/min after a recent low of 16 breaths/min; the latest MAP is 80 mmHg; the latest systolic BP is 132 mmHg.","answer":"C","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate ended at 25 breaths/min after a recent low of 16 breaths/min; the latest heart rate is 76 bpm; the latest MAP is 80 mmHg.","episode_id":"iv_000306","anchor_time":54.693333} {"id":"MED_iv_000308_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 10 breaths/min and 18 breaths/min, with the latest value 11 breaths/min; the recent WBC reading was 15.7 K/uL; the most recent entries show heart rate 72 bpm and MAP 92 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate varied between 10 breaths/min and 18 breaths/min, with the latest value 11 breaths/min; the recent WBC reading was 15.7 K/uL; the current values include systolic BP 150 mmHg and respiratory rate 11 breaths/min.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate varied between 10 breaths/min and 18 breaths/min, with the latest value 11 breaths/min; the recent WBC reading was 15.7 K/uL; the latest bedside set shows heart rate 72 bpm and MAP 92 mmHg.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate varied between 10 breaths/min and 18 breaths/min, with the latest value 11 breaths/min; the recent WBC reading was 15.7 K/uL; the last snapshot shows systolic BP 150 mmHg with respiratory rate 11 breaths/min.","answer":"D","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate varied between 10 breaths/min and 18 breaths/min, with the latest value 11 breaths/min; the recent WBC reading was 15.7 K/uL; the last snapshot shows systolic BP 150 mmHg with respiratory rate 11 breaths/min.","episode_id":"iv_000308","anchor_time":50.4} {"id":"MED_iv_000309_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. WBC ended at 13.2 K/uL after a recent low of 11.9 K/uL; the latest MAP is 94 mmHg; the latest heart rate is 111 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. WBC ended at 13.2 K/uL after a recent low of 11.9 K/uL; the latest MAP is 94 mmHg; the latest systolic BP is 150 mmHg.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. WBC ended at 13.2 K/uL after a recent low of 11.9 K/uL; the latest MAP is 94 mmHg; the latest heart rate is 111 bpm.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. WBC ended at 13.2 K/uL after a recent low of 11.9 K/uL; the latest MAP is 94 mmHg; the latest systolic BP is 150 mmHg.","answer":"D","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. WBC ended at 13.2 K/uL after a recent low of 11.9 K/uL; the latest MAP is 94 mmHg; the latest systolic BP is 150 mmHg.","episode_id":"iv_000309","anchor_time":32.316667} {"id":"MED_iv_000310_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 85% and 100%, with the latest value 98%; the recent WBC reading was 3.7 K/uL; the most recent entries show systolic BP 112 mmHg and respiratory rate 21 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 85% and 100%, with the latest value 98%; the recent WBC reading was 3.7 K/uL; the current values include systolic BP 112 mmHg and respiratory rate 21 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Heart rate varied between 50 bpm and 77 bpm, with the latest value 74 bpm; the recent WBC reading was 3.7 K/uL; the last snapshot shows MAP 69 mmHg with heart rate 74 bpm.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Heart rate varied between 50 bpm and 77 bpm, with the latest value 74 bpm; the recent WBC reading was 3.7 K/uL; the latest bedside set shows MAP 69 mmHg and heart rate 74 bpm.","answer":"D","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Heart rate varied between 50 bpm and 77 bpm, with the latest value 74 bpm; the recent WBC reading was 3.7 K/uL; the latest bedside set shows MAP 69 mmHg and heart rate 74 bpm.","episode_id":"iv_000310","anchor_time":24.659444} {"id":"MED_iv_000311_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Systolic BP recovered to 98 mmHg after a recent low of 83 mmHg below 90 mmHg; the recent WBC reading was 20.8 K/uL; the last snapshot shows MAP 80 mmHg with heart rate 91 bpm.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 80 mmHg after a recent low of 61 mmHg below 65 mmHg; the recent WBC reading was 20.8 K/uL; the most recent entries show systolic BP 98 mmHg and respiratory rate 22 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 80 mmHg after a recent low of 61 mmHg below 65 mmHg; the recent WBC reading was 20.8 K/uL; the current values include systolic BP 98 mmHg and respiratory rate 22 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Systolic BP recovered to 98 mmHg after a recent low of 83 mmHg below 90 mmHg; the recent WBC reading was 20.8 K/uL; the latest bedside set shows MAP 80 mmHg and heart rate 91 bpm.","answer":"A","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Systolic BP recovered to 98 mmHg after a recent low of 83 mmHg below 90 mmHg; the recent WBC reading was 20.8 K/uL; the last snapshot shows MAP 80 mmHg with heart rate 91 bpm.","episode_id":"iv_000311","anchor_time":55.143889} {"id":"MED_iv_000311_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. MAP recovered to 80 mmHg after a recent low of 61 mmHg below 65 mmHg; the recent WBC reading was 20.8 K/uL; the current values include systolic BP 98 mmHg and respiratory rate 22 breaths/min.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Systolic BP recovered to 98 mmHg after a recent low of 83 mmHg below 90 mmHg; the recent WBC reading was 20.8 K/uL; the latest bedside set shows heart rate 91 bpm and MAP 80 mmHg.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. MAP recovered to 80 mmHg after a recent low of 61 mmHg below 65 mmHg; the recent WBC reading was 20.8 K/uL; the last snapshot shows systolic BP 98 mmHg with respiratory rate 22 breaths/min.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Systolic BP recovered to 98 mmHg after a recent low of 83 mmHg below 90 mmHg; the recent WBC reading was 20.8 K/uL; the most recent entries show heart rate 91 bpm and MAP 80 mmHg.","answer":"A","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. MAP recovered to 80 mmHg after a recent low of 61 mmHg below 65 mmHg; the recent WBC reading was 20.8 K/uL; the current values include systolic BP 98 mmHg and respiratory rate 22 breaths/min.","episode_id":"iv_000311","anchor_time":55.143889} {"id":"MED_iv_000313_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate varied between 24 breaths/min and 41 breaths/min, with the latest value 38 breaths/min; MAP recovered to 74 mmHg after a recent low of 64 mmHg below 65 mmHg; the current values include systolic BP 98 mmHg and respiratory rate 38 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 85% and 97%, with the latest value 91%; MAP recovered to 74 mmHg after a recent low of 64 mmHg below 65 mmHg; the last snapshot shows MAP 74 mmHg with heart rate 104 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate varied between 24 breaths/min and 41 breaths/min, with the latest value 38 breaths/min; MAP recovered to 74 mmHg after a recent low of 64 mmHg below 65 mmHg; the most recent entries show systolic BP 98 mmHg and respiratory rate 38 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 85% and 97%, with the latest value 91%; MAP recovered to 74 mmHg after a recent low of 64 mmHg below 65 mmHg; the latest bedside set shows MAP 74 mmHg and heart rate 104 bpm.","answer":"B","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 85% and 97%, with the latest value 91%; MAP recovered to 74 mmHg after a recent low of 64 mmHg below 65 mmHg; the last snapshot shows MAP 74 mmHg with heart rate 104 bpm.","episode_id":"iv_000313","anchor_time":47.315} {"id":"MED_iv_000313_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 74 mmHg after a recent low of 64 mmHg below 65 mmHg; systolic BP recovered to 98 mmHg after a recent low of 89 mmHg below 90 mmHg; the most recent entries show heart rate 104 bpm and MAP 74 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 24 breaths/min and 41 breaths/min, with the latest value 38 breaths/min; SpO2 varied between 85% and 97%, with the latest value 91%; the last snapshot shows MAP 74 mmHg with systolic BP 98 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate varied between 24 breaths/min and 41 breaths/min, with the latest value 38 breaths/min; SpO2 varied between 85% and 97%, with the latest value 91%; the latest bedside set shows MAP 74 mmHg and systolic BP 98 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 74 mmHg after a recent low of 64 mmHg below 65 mmHg; systolic BP recovered to 98 mmHg after a recent low of 89 mmHg below 90 mmHg; the current values include heart rate 104 bpm and MAP 74 mmHg.","answer":"A","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 74 mmHg after a recent low of 64 mmHg below 65 mmHg; systolic BP recovered to 98 mmHg after a recent low of 89 mmHg below 90 mmHg; the most recent entries show heart rate 104 bpm and MAP 74 mmHg.","episode_id":"iv_000313","anchor_time":47.315} {"id":"MED_iv_000314_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 14.6 K/uL; the latest systolic BP is 143 mmHg; the latest respiratory rate is 18 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. The recent WBC reading was 14.6 K/uL; the latest systolic BP is 143 mmHg; the latest respiratory rate is 18 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. The recent WBC reading was 14.6 K/uL; the latest MAP is 102 mmHg; the latest heart rate is 82 bpm.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. The recent WBC reading was 14.6 K/uL; the latest MAP is 102 mmHg; the latest heart rate is 82 bpm.","answer":"C","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. The recent WBC reading was 14.6 K/uL; the latest MAP is 102 mmHg; the latest heart rate is 82 bpm.","episode_id":"iv_000314","anchor_time":89.196667} {"id":"MED_iv_000314_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 14.6 K/uL; the latest MAP is 102 mmHg; the latest systolic BP is 143 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. The recent WBC reading was 14.6 K/uL; the latest heart rate is 82 bpm; the latest MAP is 102 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 14.6 K/uL; the latest MAP is 102 mmHg; the latest systolic BP is 143 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 14.6 K/uL; the latest heart rate is 82 bpm; the latest MAP is 102 mmHg.","answer":"D","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 14.6 K/uL; the latest heart rate is 82 bpm; the latest MAP is 102 mmHg.","episode_id":"iv_000314","anchor_time":89.196667} {"id":"MED_iv_000315_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 varied between 85% and 97%, with the latest value 96%; lactate was 2.4 mmol/L on the available recent reading; the most recent entries show MAP 72 mmHg and systolic BP 101 mmHg.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 85% and 97%, with the latest value 96%; lactate was 2.4 mmol/L on the available recent reading; the latest bedside set shows MAP 72 mmHg and systolic BP 101 mmHg.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Lactate was 2.4 mmol/L on the available recent reading; WBC returned to 12 K/uL after reaching 17.5 K/uL; the last snapshot shows MAP 72 mmHg with heart rate 81 bpm.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Lactate was 2.4 mmol/L on the available recent reading; WBC returned to 12 K/uL after reaching 17.5 K/uL; the current values include MAP 72 mmHg and heart rate 81 bpm.","answer":"A","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 varied between 85% and 97%, with the latest value 96%; lactate was 2.4 mmol/L on the available recent reading; the most recent entries show MAP 72 mmHg and systolic BP 101 mmHg.","episode_id":"iv_000315","anchor_time":24.836667} {"id":"MED_iv_000315_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Lactate was 2.4 mmol/L on the available recent reading; WBC returned to 12 K/uL after reaching 17.5 K/uL; the current values include MAP 72 mmHg and heart rate 81 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 85% and 97%, with the latest value 96%; WBC returned to 12 K/uL after reaching 17.5 K/uL; the last snapshot shows systolic BP 101 mmHg with respiratory rate 16 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 varied between 85% and 97%, with the latest value 96%; WBC returned to 12 K/uL after reaching 17.5 K/uL; the most recent entries show systolic BP 101 mmHg and respiratory rate 16 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Lactate was 2.4 mmol/L on the available recent reading; WBC returned to 12 K/uL after reaching 17.5 K/uL; the latest bedside set shows MAP 72 mmHg and heart rate 81 bpm.","answer":"A","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Lactate was 2.4 mmol/L on the available recent reading; WBC returned to 12 K/uL after reaching 17.5 K/uL; the current values include MAP 72 mmHg and heart rate 81 bpm.","episode_id":"iv_000315","anchor_time":24.836667} {"id":"MED_iv_000315_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Lactate was 2.4 mmol/L on the available recent reading; WBC returned to 12 K/uL after reaching 17.5 K/uL; the current values include heart rate 81 bpm and MAP 72 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Lactate was 2.4 mmol/L on the available recent reading; WBC returned to 12 K/uL after reaching 17.5 K/uL; the most recent entries show heart rate 81 bpm and MAP 72 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 85% and 97%, with the latest value 96%; lactate was 2.4 mmol/L on the available recent reading; the last snapshot shows MAP 72 mmHg with systolic BP 101 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 85% and 97%, with the latest value 96%; lactate was 2.4 mmol/L on the available recent reading; the latest bedside set shows MAP 72 mmHg and systolic BP 101 mmHg.","answer":"A","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Lactate was 2.4 mmol/L on the available recent reading; WBC returned to 12 K/uL after reaching 17.5 K/uL; the current values include heart rate 81 bpm and MAP 72 mmHg.","episode_id":"iv_000315","anchor_time":24.836667} {"id":"MED_iv_000316_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate varied between 22 breaths/min and 31 breaths/min, with the latest value 28 breaths/min; urine output most recently reached 350 mL after low intervals down to 30 mL; the most recent entries show heart rate 71 bpm and MAP 71 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 22 breaths/min and 31 breaths/min, with the latest value 28 breaths/min; urine output most recently reached 350 mL after low intervals down to 30 mL; the current values include heart rate 71 bpm and MAP 71 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate varied between 22 breaths/min and 31 breaths/min, with the latest value 28 breaths/min; urine output most recently reached 350 mL after low intervals down to 30 mL; the last snapshot shows MAP 71 mmHg with systolic BP 110 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 22 breaths/min and 31 breaths/min, with the latest value 28 breaths/min; urine output most recently reached 350 mL after low intervals down to 30 mL; the latest bedside set shows MAP 71 mmHg and systolic BP 110 mmHg.","answer":"B","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 22 breaths/min and 31 breaths/min, with the latest value 28 breaths/min; urine output most recently reached 350 mL after low intervals down to 30 mL; the current values include heart rate 71 bpm and MAP 71 mmHg.","episode_id":"iv_000316","anchor_time":90.440278} {"id":"MED_iv_000317_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 20 breaths/min and 26 breaths/min, with the latest value 25 breaths/min; the recent WBC reading was 16 K/uL; the most recent entries show MAP 93 mmHg and systolic BP 142 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate varied between 20 breaths/min and 26 breaths/min, with the latest value 25 breaths/min; the recent WBC reading was 16 K/uL; the latest bedside set shows MAP 93 mmHg and systolic BP 142 mmHg.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. The recent WBC reading was 16 K/uL; the latest MAP is 93 mmHg; the latest heart rate is 101 bpm.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. The recent WBC reading was 16 K/uL; the latest MAP is 93 mmHg; the latest heart rate is 101 bpm.","answer":"A","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 20 breaths/min and 26 breaths/min, with the latest value 25 breaths/min; the recent WBC reading was 16 K/uL; the most recent entries show MAP 93 mmHg and systolic BP 142 mmHg.","episode_id":"iv_000317","anchor_time":37.616667} {"id":"MED_iv_000317_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate varied between 20 breaths/min and 26 breaths/min, with the latest value 25 breaths/min; the recent WBC reading was 16 K/uL; the last snapshot shows heart rate 101 bpm with MAP 93 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate varied between 20 breaths/min and 26 breaths/min, with the latest value 25 breaths/min; the recent WBC reading was 16 K/uL; the most recent entries show heart rate 101 bpm and MAP 93 mmHg.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 20 breaths/min and 26 breaths/min, with the latest value 25 breaths/min; the recent WBC reading was 16 K/uL; the latest bedside set shows systolic BP 142 mmHg and respiratory rate 25 breaths/min.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate varied between 20 breaths/min and 26 breaths/min, with the latest value 25 breaths/min; the recent WBC reading was 16 K/uL; the current values include systolic BP 142 mmHg and respiratory rate 25 breaths/min.","answer":"C","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 20 breaths/min and 26 breaths/min, with the latest value 25 breaths/min; the recent WBC reading was 16 K/uL; the latest bedside set shows systolic BP 142 mmHg and respiratory rate 25 breaths/min.","episode_id":"iv_000317","anchor_time":37.616667} {"id":"MED_iv_000319_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Heart rate varied between 50 bpm and 76 bpm, with the latest value 73 bpm; the latest MAP is 71 mmHg; the latest heart rate is 73 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 85% and 100%, with the latest value 97%; heart rate varied between 50 bpm and 76 bpm, with the latest value 73 bpm; the current values include MAP 71 mmHg and systolic BP 107 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 varied between 85% and 100%, with the latest value 97%; heart rate varied between 50 bpm and 76 bpm, with the latest value 73 bpm; the latest bedside set shows MAP 71 mmHg and systolic BP 107 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Heart rate varied between 50 bpm and 76 bpm, with the latest value 73 bpm; the latest MAP is 71 mmHg; the latest heart rate is 73 bpm.","answer":"B","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 85% and 100%, with the latest value 97%; heart rate varied between 50 bpm and 76 bpm, with the latest value 73 bpm; the current values include MAP 71 mmHg and systolic BP 107 mmHg.","episode_id":"iv_000319","anchor_time":93.15} {"id":"MED_iv_000319_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 85% and 100%, with the latest value 97%; heart rate varied between 50 bpm and 76 bpm, with the latest value 73 bpm; the latest bedside set shows systolic BP 107 mmHg and respiratory rate 15 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Heart rate varied between 50 bpm and 76 bpm, with the latest value 73 bpm; the latest MAP is 71 mmHg; the latest heart rate is 73 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate varied between 50 bpm and 76 bpm, with the latest value 73 bpm; the latest MAP is 71 mmHg; the latest heart rate is 73 bpm.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 varied between 85% and 100%, with the latest value 97%; heart rate varied between 50 bpm and 76 bpm, with the latest value 73 bpm; the current values include systolic BP 107 mmHg and respiratory rate 15 breaths/min.","answer":"C","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate varied between 50 bpm and 76 bpm, with the latest value 73 bpm; the latest MAP is 71 mmHg; the latest heart rate is 73 bpm.","episode_id":"iv_000319","anchor_time":93.15} {"id":"MED_iv_000319_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 varied between 85% and 100%, with the latest value 97%; heart rate varied between 50 bpm and 76 bpm, with the latest value 73 bpm; the most recent entries show heart rate 73 bpm and MAP 71 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 85% and 100%, with the latest value 97%; heart rate varied between 50 bpm and 76 bpm, with the latest value 73 bpm; the last snapshot shows MAP 71 mmHg with systolic BP 107 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 85% and 100%, with the latest value 97%; heart rate varied between 50 bpm and 76 bpm, with the latest value 73 bpm; the latest bedside set shows MAP 71 mmHg and systolic BP 107 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 85% and 100%, with the latest value 97%; heart rate varied between 50 bpm and 76 bpm, with the latest value 73 bpm; the current values include heart rate 73 bpm and MAP 71 mmHg.","answer":"D","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 85% and 100%, with the latest value 97%; heart rate varied between 50 bpm and 76 bpm, with the latest value 73 bpm; the current values include heart rate 73 bpm and MAP 71 mmHg.","episode_id":"iv_000319","anchor_time":93.15} {"id":"MED_iv_000320_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate returned to 10 breaths/min after reaching 20 breaths/min; the recent WBC reading was 13.2 K/uL; the latest bedside set shows MAP 86 mmHg and systolic BP 144 mmHg.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 13.2 K/uL; the latest MAP is 86 mmHg; the latest heart rate is 71 bpm.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate returned to 10 breaths/min after reaching 20 breaths/min; the recent WBC reading was 13.2 K/uL; the current values include MAP 86 mmHg and systolic BP 144 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 13.2 K/uL; the latest MAP is 86 mmHg; the latest heart rate is 71 bpm.","answer":"C","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate returned to 10 breaths/min after reaching 20 breaths/min; the recent WBC reading was 13.2 K/uL; the current values include MAP 86 mmHg and systolic BP 144 mmHg.","episode_id":"iv_000320","anchor_time":33.188333} {"id":"MED_iv_000321_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 88% and 97%, with the latest value 94%; heart rate varied between 50 bpm and 98 bpm, with the latest value 92 bpm; the latest bedside set shows MAP 113 mmHg and systolic BP 123 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Heart rate varied between 50 bpm and 98 bpm, with the latest value 92 bpm; the recent WBC reading was 16.3 K/uL; the last snapshot shows MAP 113 mmHg with heart rate 92 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 88% and 97%, with the latest value 94%; heart rate varied between 50 bpm and 98 bpm, with the latest value 92 bpm; the most recent entries show MAP 113 mmHg and systolic BP 123 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Heart rate varied between 50 bpm and 98 bpm, with the latest value 92 bpm; the recent WBC reading was 16.3 K/uL; the current values include MAP 113 mmHg and heart rate 92 bpm.","answer":"C","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 88% and 97%, with the latest value 94%; heart rate varied between 50 bpm and 98 bpm, with the latest value 92 bpm; the most recent entries show MAP 113 mmHg and systolic BP 123 mmHg.","episode_id":"iv_000321","anchor_time":24.0725} {"id":"MED_iv_000323_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Creatinine came back to 2.6 mg/dL after reaching 2.7 mg/dL; diastolic BP recovered to 69 mmHg after a recent low of 43 mmHg below 50 mmHg; the last snapshot shows MAP 87 mmHg with heart rate 86 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate varied between 11 breaths/min and 37 breaths/min, with the latest value 29 breaths/min; creatinine came back to 2.6 mg/dL after reaching 2.7 mg/dL; the latest bedside set shows MAP 87 mmHg and systolic BP 142 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Creatinine came back to 2.6 mg/dL after reaching 2.7 mg/dL; diastolic BP recovered to 69 mmHg after a recent low of 43 mmHg below 50 mmHg; the current values include MAP 87 mmHg and heart rate 86 bpm.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate varied between 11 breaths/min and 37 breaths/min, with the latest value 29 breaths/min; creatinine came back to 2.6 mg/dL after reaching 2.7 mg/dL; the most recent entries show MAP 87 mmHg and systolic BP 142 mmHg.","answer":"D","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate varied between 11 breaths/min and 37 breaths/min, with the latest value 29 breaths/min; creatinine came back to 2.6 mg/dL after reaching 2.7 mg/dL; the most recent entries show MAP 87 mmHg and systolic BP 142 mmHg.","episode_id":"iv_000323","anchor_time":54.205556} {"id":"MED_iv_000323_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Creatinine came back to 2.6 mg/dL after reaching 2.7 mg/dL; diastolic BP recovered to 69 mmHg after a recent low of 43 mmHg below 50 mmHg; the most recent entries show MAP 87 mmHg and heart rate 86 bpm.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Creatinine came back to 2.6 mg/dL after reaching 2.7 mg/dL; diastolic BP recovered to 69 mmHg after a recent low of 43 mmHg below 50 mmHg; the last snapshot shows MAP 87 mmHg with heart rate 86 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate varied between 11 breaths/min and 37 breaths/min, with the latest value 29 breaths/min; diastolic BP recovered to 69 mmHg after a recent low of 43 mmHg below 50 mmHg; the current values include systolic BP 142 mmHg and respiratory rate 29 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 11 breaths/min and 37 breaths/min, with the latest value 29 breaths/min; diastolic BP recovered to 69 mmHg after a recent low of 43 mmHg below 50 mmHg; the latest bedside set shows systolic BP 142 mmHg and respiratory rate 29 breaths/min.","answer":"A","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Creatinine came back to 2.6 mg/dL after reaching 2.7 mg/dL; diastolic BP recovered to 69 mmHg after a recent low of 43 mmHg below 50 mmHg; the most recent entries show MAP 87 mmHg and heart rate 86 bpm.","episode_id":"iv_000323","anchor_time":54.205556} {"id":"MED_iv_000324_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 62 mmHg after a recent low of 57 mmHg below 65 mmHg; urine output most recently reached 0 mL after low intervals down to 0 mL; the latest bedside set shows MAP 62 mmHg and systolic BP 105 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Diastolic BP recovered to 48 mmHg after a recent low of 44 mmHg below 50 mmHg; heart rate ended at 74 bpm after a recent low of 50 bpm; the most recent entries show heart rate 74 bpm and MAP 62 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Diastolic BP recovered to 48 mmHg after a recent low of 44 mmHg below 50 mmHg; heart rate ended at 74 bpm after a recent low of 50 bpm; the current values include heart rate 74 bpm and MAP 62 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 62 mmHg after a recent low of 57 mmHg below 65 mmHg; urine output most recently reached 0 mL after low intervals down to 0 mL; the last snapshot shows MAP 62 mmHg with systolic BP 105 mmHg.","answer":"C","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Diastolic BP recovered to 48 mmHg after a recent low of 44 mmHg below 50 mmHg; heart rate ended at 74 bpm after a recent low of 50 bpm; the current values include heart rate 74 bpm and MAP 62 mmHg.","episode_id":"iv_000324","anchor_time":26.533611} {"id":"MED_iv_000325_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Diastolic BP recovered to 71 mmHg after a recent low of 41 mmHg below 50 mmHg; SpO2 varied between 88% and 100%, with the latest value 97%; the last snapshot shows MAP 87 mmHg with heart rate 65 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 87 mmHg after a recent low of 57 mmHg below 65 mmHg; diastolic BP recovered to 71 mmHg after a recent low of 41 mmHg below 50 mmHg; the most recent entries show MAP 87 mmHg and systolic BP 138 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Diastolic BP recovered to 71 mmHg after a recent low of 41 mmHg below 50 mmHg; SpO2 varied between 88% and 100%, with the latest value 97%; the current values include MAP 87 mmHg and heart rate 65 bpm.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. MAP recovered to 87 mmHg after a recent low of 57 mmHg below 65 mmHg; diastolic BP recovered to 71 mmHg after a recent low of 41 mmHg below 50 mmHg; the latest bedside set shows MAP 87 mmHg and systolic BP 138 mmHg.","answer":"B","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 87 mmHg after a recent low of 57 mmHg below 65 mmHg; diastolic BP recovered to 71 mmHg after a recent low of 41 mmHg below 50 mmHg; the most recent entries show MAP 87 mmHg and systolic BP 138 mmHg.","episode_id":"iv_000325","anchor_time":33.615} {"id":"MED_iv_000325_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate varied between 50 bpm and 81 bpm, with the latest value 65 bpm; respiratory rate varied between 10 breaths/min and 21 breaths/min, with the latest value 18 breaths/min; the current values include heart rate 65 bpm and MAP 87 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. MAP recovered to 87 mmHg after a recent low of 57 mmHg below 65 mmHg; diastolic BP recovered to 71 mmHg after a recent low of 41 mmHg below 50 mmHg; the latest bedside set shows MAP 87 mmHg and systolic BP 138 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Heart rate varied between 50 bpm and 81 bpm, with the latest value 65 bpm; respiratory rate varied between 10 breaths/min and 21 breaths/min, with the latest value 18 breaths/min; the most recent entries show heart rate 65 bpm and MAP 87 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 87 mmHg after a recent low of 57 mmHg below 65 mmHg; diastolic BP recovered to 71 mmHg after a recent low of 41 mmHg below 50 mmHg; the last snapshot shows MAP 87 mmHg with systolic BP 138 mmHg.","answer":"A","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate varied between 50 bpm and 81 bpm, with the latest value 65 bpm; respiratory rate varied between 10 breaths/min and 21 breaths/min, with the latest value 18 breaths/min; the current values include heart rate 65 bpm and MAP 87 mmHg.","episode_id":"iv_000325","anchor_time":33.615} {"id":"MED_iv_000326_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. No strong recent threshold breach is recorded in the available variables; the latest MAP is 82 mmHg; the latest systolic BP is 139 mmHg.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. No strong recent threshold breach is recorded in the available variables; the latest MAP is 82 mmHg; the latest heart rate is 53 bpm.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. No strong recent threshold breach is recorded in the available variables; the latest MAP is 82 mmHg; the latest systolic BP is 139 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. No strong recent threshold breach is recorded in the available variables; the latest MAP is 82 mmHg; the latest heart rate is 53 bpm.","answer":"C","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. No strong recent threshold breach is recorded in the available variables; the latest MAP is 82 mmHg; the latest systolic BP is 139 mmHg.","episode_id":"iv_000326","anchor_time":49.565833} {"id":"MED_iv_000327_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Urine output most recently reached 220 mL after low intervals down to 0 mL; creatinine was 2.8 mg/dL on the available recent reading; the last snapshot shows MAP 92 mmHg with heart rate 85 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 85% and 99%, with the latest value 98%; urine output most recently reached 220 mL after low intervals down to 0 mL; the current values include MAP 92 mmHg and systolic BP 142 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 varied between 85% and 99%, with the latest value 98%; urine output most recently reached 220 mL after low intervals down to 0 mL; the latest bedside set shows MAP 92 mmHg and systolic BP 142 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Urine output most recently reached 220 mL after low intervals down to 0 mL; creatinine was 2.8 mg/dL on the available recent reading; the most recent entries show MAP 92 mmHg and heart rate 85 bpm.","answer":"B","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 85% and 99%, with the latest value 98%; urine output most recently reached 220 mL after low intervals down to 0 mL; the current values include MAP 92 mmHg and systolic BP 142 mmHg.","episode_id":"iv_000327","anchor_time":73.901944} {"id":"MED_iv_000327_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Creatinine was 2.8 mg/dL on the available recent reading; heart rate varied between 50 bpm and 86 bpm, with the latest value 85 bpm; the most recent entries show heart rate 85 bpm and MAP 92 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 85% and 99%, with the latest value 98%; urine output most recently reached 220 mL after low intervals down to 0 mL; the last snapshot shows MAP 92 mmHg with systolic BP 142 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 85% and 99%, with the latest value 98%; urine output most recently reached 220 mL after low intervals down to 0 mL; the latest bedside set shows MAP 92 mmHg and systolic BP 142 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Creatinine was 2.8 mg/dL on the available recent reading; heart rate varied between 50 bpm and 86 bpm, with the latest value 85 bpm; the current values include heart rate 85 bpm and MAP 92 mmHg.","answer":"D","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Creatinine was 2.8 mg/dL on the available recent reading; heart rate varied between 50 bpm and 86 bpm, with the latest value 85 bpm; the current values include heart rate 85 bpm and MAP 92 mmHg.","episode_id":"iv_000327","anchor_time":73.901944} {"id":"MED_iv_000328_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 ended at 100% after dropping as low as 85%; urine output most recently reached 21 mL after low intervals down to 15 mL; the latest bedside set shows MAP 94 mmHg and systolic BP 111 mmHg.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Urine output most recently reached 21 mL after low intervals down to 15 mL; lactate came back to 1.2 mmol/L after reaching 3.9 mmol/L; the current values include MAP 94 mmHg and heart rate 81 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 ended at 100% after dropping as low as 85%; urine output most recently reached 21 mL after low intervals down to 15 mL; the most recent entries show MAP 94 mmHg and systolic BP 111 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 21 mL after low intervals down to 15 mL; lactate came back to 1.2 mmol/L after reaching 3.9 mmol/L; the last snapshot shows MAP 94 mmHg with heart rate 81 bpm.","answer":"C","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 ended at 100% after dropping as low as 85%; urine output most recently reached 21 mL after low intervals down to 15 mL; the most recent entries show MAP 94 mmHg and systolic BP 111 mmHg.","episode_id":"iv_000328","anchor_time":29.981944} {"id":"MED_iv_000328_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 ended at 100% after dropping as low as 85%; lactate came back to 1.2 mmol/L after reaching 3.9 mmol/L; the most recent entries show systolic BP 111 mmHg and respiratory rate 24 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 21 mL after low intervals down to 15 mL; lactate came back to 1.2 mmol/L after reaching 3.9 mmol/L; the latest bedside set shows MAP 94 mmHg and heart rate 81 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 ended at 100% after dropping as low as 85%; lactate came back to 1.2 mmol/L after reaching 3.9 mmol/L; the current values include systolic BP 111 mmHg and respiratory rate 24 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Urine output most recently reached 21 mL after low intervals down to 15 mL; lactate came back to 1.2 mmol/L after reaching 3.9 mmol/L; the last snapshot shows MAP 94 mmHg with heart rate 81 bpm.","answer":"B","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 21 mL after low intervals down to 15 mL; lactate came back to 1.2 mmol/L after reaching 3.9 mmol/L; the latest bedside set shows MAP 94 mmHg and heart rate 81 bpm.","episode_id":"iv_000328","anchor_time":29.981944} {"id":"MED_iv_000328_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Lactate came back to 1.2 mmol/L after reaching 3.9 mmol/L; WBC varied between 11.5 K/uL and 18.4 K/uL, with the latest value 12.6 K/uL; the most recent entries show heart rate 81 bpm and MAP 94 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 ended at 100% after dropping as low as 85%; urine output most recently reached 21 mL after low intervals down to 15 mL; the last snapshot shows MAP 94 mmHg with systolic BP 111 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 ended at 100% after dropping as low as 85%; urine output most recently reached 21 mL after low intervals down to 15 mL; the latest bedside set shows MAP 94 mmHg and systolic BP 111 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Lactate came back to 1.2 mmol/L after reaching 3.9 mmol/L; WBC varied between 11.5 K/uL and 18.4 K/uL, with the latest value 12.6 K/uL; the current values include heart rate 81 bpm and MAP 94 mmHg.","answer":"D","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Lactate came back to 1.2 mmol/L after reaching 3.9 mmol/L; WBC varied between 11.5 K/uL and 18.4 K/uL, with the latest value 12.6 K/uL; the current values include heart rate 81 bpm and MAP 94 mmHg.","episode_id":"iv_000328","anchor_time":29.981944} {"id":"MED_iv_000329_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Diastolic BP recovered to 51 mmHg after a recent low of 41 mmHg below 50 mmHg; the latest MAP is 66 mmHg; the latest heart rate is 98 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Diastolic BP recovered to 51 mmHg after a recent low of 41 mmHg below 50 mmHg; the latest MAP is 66 mmHg; the latest heart rate is 98 bpm.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 66 mmHg after a recent low of 57 mmHg below 65 mmHg; diastolic BP recovered to 51 mmHg after a recent low of 41 mmHg below 50 mmHg; the most recent entries show MAP 66 mmHg and systolic BP 119 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 66 mmHg after a recent low of 57 mmHg below 65 mmHg; diastolic BP recovered to 51 mmHg after a recent low of 41 mmHg below 50 mmHg; the latest bedside set shows MAP 66 mmHg and systolic BP 119 mmHg.","answer":"C","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 66 mmHg after a recent low of 57 mmHg below 65 mmHg; diastolic BP recovered to 51 mmHg after a recent low of 41 mmHg below 50 mmHg; the most recent entries show MAP 66 mmHg and systolic BP 119 mmHg.","episode_id":"iv_000329","anchor_time":48.680833} {"id":"MED_iv_000329_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 66 mmHg after a recent low of 57 mmHg below 65 mmHg; diastolic BP recovered to 51 mmHg after a recent low of 41 mmHg below 50 mmHg; the latest bedside set shows systolic BP 119 mmHg and respiratory rate 19 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Diastolic BP recovered to 51 mmHg after a recent low of 41 mmHg below 50 mmHg; the latest MAP is 66 mmHg; the latest heart rate is 98 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. MAP recovered to 66 mmHg after a recent low of 57 mmHg below 65 mmHg; diastolic BP recovered to 51 mmHg after a recent low of 41 mmHg below 50 mmHg; the current values include systolic BP 119 mmHg and respiratory rate 19 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Diastolic BP recovered to 51 mmHg after a recent low of 41 mmHg below 50 mmHg; the latest MAP is 66 mmHg; the latest heart rate is 98 bpm.","answer":"D","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Diastolic BP recovered to 51 mmHg after a recent low of 41 mmHg below 50 mmHg; the latest MAP is 66 mmHg; the latest heart rate is 98 bpm.","episode_id":"iv_000329","anchor_time":48.680833} {"id":"MED_iv_000329_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. MAP recovered to 66 mmHg after a recent low of 57 mmHg below 65 mmHg; diastolic BP recovered to 51 mmHg after a recent low of 41 mmHg below 50 mmHg; the current values include systolic BP 119 mmHg and respiratory rate 19 breaths/min.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. MAP recovered to 66 mmHg after a recent low of 57 mmHg below 65 mmHg; diastolic BP recovered to 51 mmHg after a recent low of 41 mmHg below 50 mmHg; the most recent entries show heart rate 98 bpm and MAP 66 mmHg.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. MAP recovered to 66 mmHg after a recent low of 57 mmHg below 65 mmHg; diastolic BP recovered to 51 mmHg after a recent low of 41 mmHg below 50 mmHg; the latest bedside set shows heart rate 98 bpm and MAP 66 mmHg.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. MAP recovered to 66 mmHg after a recent low of 57 mmHg below 65 mmHg; diastolic BP recovered to 51 mmHg after a recent low of 41 mmHg below 50 mmHg; the last snapshot shows systolic BP 119 mmHg with respiratory rate 19 breaths/min.","answer":"D","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. MAP recovered to 66 mmHg after a recent low of 57 mmHg below 65 mmHg; diastolic BP recovered to 51 mmHg after a recent low of 41 mmHg below 50 mmHg; the last snapshot shows systolic BP 119 mmHg with respiratory rate 19 breaths/min.","episode_id":"iv_000329","anchor_time":48.680833} {"id":"MED_iv_000331_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Diastolic BP recovered to 49 mmHg after a recent low of 47 mmHg below 50 mmHg; respiratory rate ended at 26 breaths/min after a recent low of 15 breaths/min; the most recent entries show MAP 62 mmHg and heart rate 82 bpm.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 62 mmHg after a recent low of 57 mmHg below 65 mmHg; respiratory rate ended at 26 breaths/min after a recent low of 15 breaths/min; the latest bedside set shows systolic BP 110 mmHg and respiratory rate 26 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 62 mmHg after a recent low of 57 mmHg below 65 mmHg; respiratory rate ended at 26 breaths/min after a recent low of 15 breaths/min; the current values include systolic BP 110 mmHg and respiratory rate 26 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Diastolic BP recovered to 49 mmHg after a recent low of 47 mmHg below 50 mmHg; respiratory rate ended at 26 breaths/min after a recent low of 15 breaths/min; the last snapshot shows MAP 62 mmHg with heart rate 82 bpm.","answer":"A","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Diastolic BP recovered to 49 mmHg after a recent low of 47 mmHg below 50 mmHg; respiratory rate ended at 26 breaths/min after a recent low of 15 breaths/min; the most recent entries show MAP 62 mmHg and heart rate 82 bpm.","episode_id":"iv_000331","anchor_time":52.940556} {"id":"MED_iv_000331_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Diastolic BP recovered to 49 mmHg after a recent low of 47 mmHg below 50 mmHg; respiratory rate ended at 26 breaths/min after a recent low of 15 breaths/min; the current values include heart rate 82 bpm and MAP 62 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Diastolic BP recovered to 49 mmHg after a recent low of 47 mmHg below 50 mmHg; respiratory rate ended at 26 breaths/min after a recent low of 15 breaths/min; the most recent entries show heart rate 82 bpm and MAP 62 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. MAP recovered to 62 mmHg after a recent low of 57 mmHg below 65 mmHg; diastolic BP recovered to 49 mmHg after a recent low of 47 mmHg below 50 mmHg; the last snapshot shows MAP 62 mmHg with systolic BP 110 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. MAP recovered to 62 mmHg after a recent low of 57 mmHg below 65 mmHg; diastolic BP recovered to 49 mmHg after a recent low of 47 mmHg below 50 mmHg; the latest bedside set shows MAP 62 mmHg and systolic BP 110 mmHg.","answer":"A","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Diastolic BP recovered to 49 mmHg after a recent low of 47 mmHg below 50 mmHg; respiratory rate ended at 26 breaths/min after a recent low of 15 breaths/min; the current values include heart rate 82 bpm and MAP 62 mmHg.","episode_id":"iv_000331","anchor_time":52.940556} {"id":"MED_iv_000332_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Creatinine ended at 1.9 mg/dL after dropping as low as 1.8 mg/dL; MAP recovered to 67 mmHg after a recent low of 64 mmHg below 65 mmHg; the last snapshot shows MAP 67 mmHg with heart rate 93 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Creatinine ended at 1.9 mg/dL after dropping as low as 1.8 mg/dL; MAP recovered to 67 mmHg after a recent low of 64 mmHg below 65 mmHg; the current values include MAP 67 mmHg and heart rate 93 bpm.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Urine output most recently reached 15 mL after low intervals down to 15 mL; creatinine ended at 1.9 mg/dL after dropping as low as 1.8 mg/dL; the latest bedside set shows MAP 67 mmHg and systolic BP 107 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 15 mL after low intervals down to 15 mL; creatinine ended at 1.9 mg/dL after dropping as low as 1.8 mg/dL; the most recent entries show MAP 67 mmHg and systolic BP 107 mmHg.","answer":"D","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 15 mL after low intervals down to 15 mL; creatinine ended at 1.9 mg/dL after dropping as low as 1.8 mg/dL; the most recent entries show MAP 67 mmHg and systolic BP 107 mmHg.","episode_id":"iv_000332","anchor_time":101.571944} {"id":"MED_iv_000332_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Urine output most recently reached 15 mL after low intervals down to 15 mL; MAP recovered to 67 mmHg after a recent low of 64 mmHg below 65 mmHg; the current values include systolic BP 107 mmHg and respiratory rate 24 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Creatinine ended at 1.9 mg/dL after dropping as low as 1.8 mg/dL; MAP recovered to 67 mmHg after a recent low of 64 mmHg below 65 mmHg; the latest bedside set shows MAP 67 mmHg and heart rate 93 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Urine output most recently reached 15 mL after low intervals down to 15 mL; MAP recovered to 67 mmHg after a recent low of 64 mmHg below 65 mmHg; the most recent entries show systolic BP 107 mmHg and respiratory rate 24 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Creatinine ended at 1.9 mg/dL after dropping as low as 1.8 mg/dL; MAP recovered to 67 mmHg after a recent low of 64 mmHg below 65 mmHg; the last snapshot shows MAP 67 mmHg with heart rate 93 bpm.","answer":"B","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Creatinine ended at 1.9 mg/dL after dropping as low as 1.8 mg/dL; MAP recovered to 67 mmHg after a recent low of 64 mmHg below 65 mmHg; the latest bedside set shows MAP 67 mmHg and heart rate 93 bpm.","episode_id":"iv_000332","anchor_time":101.571944} {"id":"MED_iv_000333_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 136 mmHg; the latest respiratory rate is 19 breaths/min.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 115 bpm; the latest MAP is 76 mmHg.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 136 mmHg; the latest respiratory rate is 19 breaths/min.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 115 bpm; the latest MAP is 76 mmHg.","answer":"C","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 136 mmHg; the latest respiratory rate is 19 breaths/min.","episode_id":"iv_000333","anchor_time":33.966667} {"id":"MED_iv_000334_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate ended at 27 breaths/min after a recent low of 12 breaths/min; urine output most recently reached 30 mL after low intervals down to 30 mL; the last snapshot shows MAP 75 mmHg with heart rate 93 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate ended at 27 breaths/min after a recent low of 12 breaths/min; urine output most recently reached 30 mL after low intervals down to 30 mL; the most recent entries show MAP 75 mmHg and heart rate 93 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Systolic BP recovered to 89 mmHg after a recent low of 89 mmHg below 90 mmHg; respiratory rate ended at 27 breaths/min after a recent low of 12 breaths/min; the current values include MAP 75 mmHg and systolic BP 89 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Systolic BP recovered to 89 mmHg after a recent low of 89 mmHg below 90 mmHg; respiratory rate ended at 27 breaths/min after a recent low of 12 breaths/min; the latest bedside set shows MAP 75 mmHg and systolic BP 89 mmHg.","answer":"C","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Systolic BP recovered to 89 mmHg after a recent low of 89 mmHg below 90 mmHg; respiratory rate ended at 27 breaths/min after a recent low of 12 breaths/min; the current values include MAP 75 mmHg and systolic BP 89 mmHg.","episode_id":"iv_000334","anchor_time":43.610278} {"id":"MED_iv_000335_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Diastolic BP recovered to 66 mmHg after a recent low of 46 mmHg below 50 mmHg; the latest MAP is 83 mmHg; the latest heart rate is 109 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Diastolic BP recovered to 66 mmHg after a recent low of 46 mmHg below 50 mmHg; the latest MAP is 83 mmHg; the latest systolic BP is 137 mmHg.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Diastolic BP recovered to 66 mmHg after a recent low of 46 mmHg below 50 mmHg; the latest MAP is 83 mmHg; the latest heart rate is 109 bpm.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Diastolic BP recovered to 66 mmHg after a recent low of 46 mmHg below 50 mmHg; the latest MAP is 83 mmHg; the latest systolic BP is 137 mmHg.","answer":"B","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Diastolic BP recovered to 66 mmHg after a recent low of 46 mmHg below 50 mmHg; the latest MAP is 83 mmHg; the latest systolic BP is 137 mmHg.","episode_id":"iv_000335","anchor_time":30.195} {"id":"MED_iv_000335_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Diastolic BP recovered to 66 mmHg after a recent low of 46 mmHg below 50 mmHg; the latest heart rate is 109 bpm; the latest MAP is 83 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Diastolic BP recovered to 66 mmHg after a recent low of 46 mmHg below 50 mmHg; the latest heart rate is 109 bpm; the latest MAP is 83 mmHg.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Diastolic BP recovered to 66 mmHg after a recent low of 46 mmHg below 50 mmHg; the latest systolic BP is 137 mmHg; the latest respiratory rate is 21 breaths/min.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Diastolic BP recovered to 66 mmHg after a recent low of 46 mmHg below 50 mmHg; the latest systolic BP is 137 mmHg; the latest respiratory rate is 21 breaths/min.","answer":"C","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Diastolic BP recovered to 66 mmHg after a recent low of 46 mmHg below 50 mmHg; the latest systolic BP is 137 mmHg; the latest respiratory rate is 21 breaths/min.","episode_id":"iv_000335","anchor_time":30.195} {"id":"MED_iv_000337_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest MAP is 120 mmHg; the latest systolic BP is 135 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. No strong recent threshold breach is recorded in the available variables; the latest MAP is 120 mmHg; the latest heart rate is 96 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. No strong recent threshold breach is recorded in the available variables; the latest MAP is 120 mmHg; the latest systolic BP is 135 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. No strong recent threshold breach is recorded in the available variables; the latest MAP is 120 mmHg; the latest heart rate is 96 bpm.","answer":"A","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest MAP is 120 mmHg; the latest systolic BP is 135 mmHg.","episode_id":"iv_000337","anchor_time":25.133333} {"id":"MED_iv_000338_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Creatinine was 5.7 mg/dL on the available recent reading; SpO2 varied between 85% and 96%, with the latest value 93%; the current values include systolic BP 101 mmHg and respiratory rate 16 breaths/min.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Creatinine was 5.7 mg/dL on the available recent reading; SpO2 varied between 85% and 96%, with the latest value 93%; the last snapshot shows systolic BP 101 mmHg with respiratory rate 16 breaths/min.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Systolic BP recovered to 101 mmHg after a recent low of 85 mmHg below 90 mmHg; diastolic BP recovered to 47 mmHg after a recent low of 47 mmHg below 50 mmHg; the latest bedside set shows heart rate 83 bpm and MAP 60 mmHg.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Systolic BP recovered to 101 mmHg after a recent low of 85 mmHg below 90 mmHg; diastolic BP recovered to 47 mmHg after a recent low of 47 mmHg below 50 mmHg; the most recent entries show heart rate 83 bpm and MAP 60 mmHg.","answer":"B","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Creatinine was 5.7 mg/dL on the available recent reading; SpO2 varied between 85% and 96%, with the latest value 93%; the last snapshot shows systolic BP 101 mmHg with respiratory rate 16 breaths/min.","episode_id":"iv_000338","anchor_time":118.6} {"id":"MED_iv_000339_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 91% and 94%, with the latest value 93%; the recent WBC reading was 14.1 K/uL; the last snapshot shows MAP 89 mmHg with heart rate 96 bpm.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 29 breaths/min and 39 breaths/min, with the latest value 38 breaths/min; the recent WBC reading was 14.1 K/uL; the latest bedside set shows systolic BP 150 mmHg and respiratory rate 38 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate varied between 29 breaths/min and 39 breaths/min, with the latest value 38 breaths/min; the recent WBC reading was 14.1 K/uL; the current values include systolic BP 150 mmHg and respiratory rate 38 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 varied between 91% and 94%, with the latest value 93%; the recent WBC reading was 14.1 K/uL; the most recent entries show MAP 89 mmHg and heart rate 96 bpm.","answer":"D","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 varied between 91% and 94%, with the latest value 93%; the recent WBC reading was 14.1 K/uL; the most recent entries show MAP 89 mmHg and heart rate 96 bpm.","episode_id":"iv_000339","anchor_time":96.95} {"id":"MED_iv_000339_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate varied between 29 breaths/min and 39 breaths/min, with the latest value 38 breaths/min; SpO2 varied between 91% and 94%, with the latest value 93%; the last snapshot shows MAP 89 mmHg with systolic BP 150 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 91% and 94%, with the latest value 93%; the recent WBC reading was 14.1 K/uL; the most recent entries show heart rate 96 bpm and MAP 89 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate varied between 29 breaths/min and 39 breaths/min, with the latest value 38 breaths/min; SpO2 varied between 91% and 94%, with the latest value 93%; the latest bedside set shows MAP 89 mmHg and systolic BP 150 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 91% and 94%, with the latest value 93%; the recent WBC reading was 14.1 K/uL; the current values include heart rate 96 bpm and MAP 89 mmHg.","answer":"D","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 91% and 94%, with the latest value 93%; the recent WBC reading was 14.1 K/uL; the current values include heart rate 96 bpm and MAP 89 mmHg.","episode_id":"iv_000339","anchor_time":96.95} {"id":"MED_iv_000340_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Systolic BP recovered to 102 mmHg after a recent low of 83 mmHg below 90 mmHg; the recent WBC reading was 14.1 K/uL; the most recent entries show systolic BP 102 mmHg and respiratory rate 21 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 came back to 92% after reaching 96%; the recent WBC reading was 14.1 K/uL; the last snapshot shows MAP 71 mmHg with heart rate 98 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Systolic BP recovered to 102 mmHg after a recent low of 83 mmHg below 90 mmHg; the recent WBC reading was 14.1 K/uL; the current values include systolic BP 102 mmHg and respiratory rate 21 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 came back to 92% after reaching 96%; the recent WBC reading was 14.1 K/uL; the latest bedside set shows MAP 71 mmHg and heart rate 98 bpm.","answer":"D","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 came back to 92% after reaching 96%; the recent WBC reading was 14.1 K/uL; the latest bedside set shows MAP 71 mmHg and heart rate 98 bpm.","episode_id":"iv_000340","anchor_time":47.635833} {"id":"MED_iv_000341_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. MAP recovered to 62 mmHg after a recent low of 54 mmHg below 65 mmHg; SpO2 varied between 90% and 98%, with the latest value 96%; the most recent entries show systolic BP 104 mmHg and respiratory rate 22 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Diastolic BP recovered to 48 mmHg after a recent low of 38 mmHg below 50 mmHg; SpO2 varied between 90% and 98%, with the latest value 96%; the current values include MAP 62 mmHg and heart rate 91 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 62 mmHg after a recent low of 54 mmHg below 65 mmHg; SpO2 varied between 90% and 98%, with the latest value 96%; the last snapshot shows systolic BP 104 mmHg with respiratory rate 22 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Diastolic BP recovered to 48 mmHg after a recent low of 38 mmHg below 50 mmHg; SpO2 varied between 90% and 98%, with the latest value 96%; the latest bedside set shows MAP 62 mmHg and heart rate 91 bpm.","answer":"B","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Diastolic BP recovered to 48 mmHg after a recent low of 38 mmHg below 50 mmHg; SpO2 varied between 90% and 98%, with the latest value 96%; the current values include MAP 62 mmHg and heart rate 91 bpm.","episode_id":"iv_000341","anchor_time":118.806667} {"id":"MED_iv_000341_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 62 mmHg after a recent low of 54 mmHg below 65 mmHg; diastolic BP recovered to 48 mmHg after a recent low of 38 mmHg below 50 mmHg; the latest bedside set shows MAP 62 mmHg and systolic BP 104 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Diastolic BP recovered to 48 mmHg after a recent low of 38 mmHg below 50 mmHg; SpO2 varied between 90% and 98%, with the latest value 96%; the current values include heart rate 91 bpm and MAP 62 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Diastolic BP recovered to 48 mmHg after a recent low of 38 mmHg below 50 mmHg; SpO2 varied between 90% and 98%, with the latest value 96%; the most recent entries show heart rate 91 bpm and MAP 62 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 62 mmHg after a recent low of 54 mmHg below 65 mmHg; diastolic BP recovered to 48 mmHg after a recent low of 38 mmHg below 50 mmHg; the last snapshot shows MAP 62 mmHg with systolic BP 104 mmHg.","answer":"B","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Diastolic BP recovered to 48 mmHg after a recent low of 38 mmHg below 50 mmHg; SpO2 varied between 90% and 98%, with the latest value 96%; the current values include heart rate 91 bpm and MAP 62 mmHg.","episode_id":"iv_000341","anchor_time":118.806667} {"id":"MED_iv_000342_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 85% and 96%, with the latest value 94%; heart rate varied between 50 bpm and 111 bpm, with the latest value 104 bpm; the current values include systolic BP 143 mmHg and respiratory rate 15 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Creatinine was 2.1 mg/dL on the available recent reading; heart rate varied between 50 bpm and 111 bpm, with the latest value 104 bpm; the latest bedside set shows MAP 101 mmHg and heart rate 104 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 varied between 85% and 96%, with the latest value 94%; heart rate varied between 50 bpm and 111 bpm, with the latest value 104 bpm; the most recent entries show systolic BP 143 mmHg and respiratory rate 15 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Creatinine was 2.1 mg/dL on the available recent reading; heart rate varied between 50 bpm and 111 bpm, with the latest value 104 bpm; the last snapshot shows MAP 101 mmHg with heart rate 104 bpm.","answer":"B","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Creatinine was 2.1 mg/dL on the available recent reading; heart rate varied between 50 bpm and 111 bpm, with the latest value 104 bpm; the latest bedside set shows MAP 101 mmHg and heart rate 104 bpm.","episode_id":"iv_000342","anchor_time":148.899167} {"id":"MED_iv_000347_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 38 mmHg after a recent low of 31 mmHg below 65 mmHg; SpO2 ended at 91% after dropping as low as 80%; the latest bedside set shows MAP 38 mmHg and systolic BP 52 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Urine output most recently reached 27 mL after low intervals down to 27 mL; creatinine was 2.2 mg/dL on the available recent reading; the current values include heart rate 55 bpm and MAP 38 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. MAP recovered to 38 mmHg after a recent low of 31 mmHg below 65 mmHg; SpO2 ended at 91% after dropping as low as 80%; the last snapshot shows MAP 38 mmHg with systolic BP 52 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Urine output most recently reached 27 mL after low intervals down to 27 mL; creatinine was 2.2 mg/dL on the available recent reading; the most recent entries show heart rate 55 bpm and MAP 38 mmHg.","answer":"B","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Urine output most recently reached 27 mL after low intervals down to 27 mL; creatinine was 2.2 mg/dL on the available recent reading; the current values include heart rate 55 bpm and MAP 38 mmHg.","episode_id":"iv_000347","anchor_time":35.073889} {"id":"MED_iv_000348_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 114 mmHg; the latest respiratory rate is 19 breaths/min.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 85 bpm; the latest MAP is 85 mmHg.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 85 bpm; the latest MAP is 85 mmHg.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 114 mmHg; the latest respiratory rate is 19 breaths/min.","answer":"A","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 114 mmHg; the latest respiratory rate is 19 breaths/min.","episode_id":"iv_000348","anchor_time":96.160278} {"id":"MED_iv_000349_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Diastolic BP recovered to 74 mmHg after a recent low of 22 mmHg below 50 mmHg; respiratory rate ended at 19 breaths/min after a recent low of 10 breaths/min; the current values include heart rate 52 bpm and MAP 82 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 varied between 60% and 77%, with the latest value 61%; diastolic BP recovered to 74 mmHg after a recent low of 22 mmHg below 50 mmHg; the latest bedside set shows MAP 82 mmHg and systolic BP 115 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Diastolic BP recovered to 74 mmHg after a recent low of 22 mmHg below 50 mmHg; respiratory rate ended at 19 breaths/min after a recent low of 10 breaths/min; the most recent entries show heart rate 52 bpm and MAP 82 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 varied between 60% and 77%, with the latest value 61%; diastolic BP recovered to 74 mmHg after a recent low of 22 mmHg below 50 mmHg; the last snapshot shows MAP 82 mmHg with systolic BP 115 mmHg.","answer":"A","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Diastolic BP recovered to 74 mmHg after a recent low of 22 mmHg below 50 mmHg; respiratory rate ended at 19 breaths/min after a recent low of 10 breaths/min; the current values include heart rate 52 bpm and MAP 82 mmHg.","episode_id":"iv_000349","anchor_time":65.8325} {"id":"MED_iv_000352_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. MAP recovered to 76 mmHg after a recent low of 57 mmHg below 65 mmHg; SpO2 varied between 85% and 95%, with the latest value 94%; the most recent entries show MAP 76 mmHg and systolic BP 114 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 85% and 95%, with the latest value 94%; heart rate varied between 50 bpm and 106 bpm, with the latest value 89 bpm; the last snapshot shows MAP 76 mmHg with heart rate 89 bpm.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 76 mmHg after a recent low of 57 mmHg below 65 mmHg; SpO2 varied between 85% and 95%, with the latest value 94%; the latest bedside set shows MAP 76 mmHg and systolic BP 114 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 varied between 85% and 95%, with the latest value 94%; heart rate varied between 50 bpm and 106 bpm, with the latest value 89 bpm; the current values include MAP 76 mmHg and heart rate 89 bpm.","answer":"A","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. MAP recovered to 76 mmHg after a recent low of 57 mmHg below 65 mmHg; SpO2 varied between 85% and 95%, with the latest value 94%; the most recent entries show MAP 76 mmHg and systolic BP 114 mmHg.","episode_id":"iv_000352","anchor_time":50.386667} {"id":"MED_iv_000352_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. MAP recovered to 76 mmHg after a recent low of 57 mmHg below 65 mmHg; heart rate varied between 50 bpm and 106 bpm, with the latest value 89 bpm; the most recent entries show systolic BP 114 mmHg and respiratory rate 19 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 varied between 85% and 95%, with the latest value 94%; heart rate varied between 50 bpm and 106 bpm, with the latest value 89 bpm; the last snapshot shows MAP 76 mmHg with heart rate 89 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 76 mmHg after a recent low of 57 mmHg below 65 mmHg; heart rate varied between 50 bpm and 106 bpm, with the latest value 89 bpm; the current values include systolic BP 114 mmHg and respiratory rate 19 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 varied between 85% and 95%, with the latest value 94%; heart rate varied between 50 bpm and 106 bpm, with the latest value 89 bpm; the latest bedside set shows MAP 76 mmHg and heart rate 89 bpm.","answer":"D","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 varied between 85% and 95%, with the latest value 94%; heart rate varied between 50 bpm and 106 bpm, with the latest value 89 bpm; the latest bedside set shows MAP 76 mmHg and heart rate 89 bpm.","episode_id":"iv_000352","anchor_time":50.386667} {"id":"MED_iv_000352_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. MAP recovered to 76 mmHg after a recent low of 57 mmHg below 65 mmHg; heart rate varied between 50 bpm and 106 bpm, with the latest value 89 bpm; the last snapshot shows systolic BP 114 mmHg with respiratory rate 19 breaths/min.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Urine output most recently reached 30 mL after low intervals down to 30 mL; the recent WBC reading was 19.3 K/uL; the latest bedside set shows heart rate 89 bpm and MAP 76 mmHg.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. MAP recovered to 76 mmHg after a recent low of 57 mmHg below 65 mmHg; heart rate varied between 50 bpm and 106 bpm, with the latest value 89 bpm; the current values include systolic BP 114 mmHg and respiratory rate 19 breaths/min.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Urine output most recently reached 30 mL after low intervals down to 30 mL; the recent WBC reading was 19.3 K/uL; the most recent entries show heart rate 89 bpm and MAP 76 mmHg.","answer":"A","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. MAP recovered to 76 mmHg after a recent low of 57 mmHg below 65 mmHg; heart rate varied between 50 bpm and 106 bpm, with the latest value 89 bpm; the last snapshot shows systolic BP 114 mmHg with respiratory rate 19 breaths/min.","episode_id":"iv_000352","anchor_time":50.386667} {"id":"MED_iv_000354_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. MAP recovered to 82 mmHg after a recent low of 60 mmHg below 65 mmHg; SpO2 ended at 100% after dropping as low as 88%; the most recent entries show MAP 82 mmHg and systolic BP 138 mmHg.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 ended at 100% after dropping as low as 88%; systolic BP recovered to 138 mmHg after a recent low of 76 mmHg below 90 mmHg; the current values include MAP 82 mmHg and heart rate 99 bpm.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 82 mmHg after a recent low of 60 mmHg below 65 mmHg; SpO2 ended at 100% after dropping as low as 88%; the latest bedside set shows MAP 82 mmHg and systolic BP 138 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 ended at 100% after dropping as low as 88%; systolic BP recovered to 138 mmHg after a recent low of 76 mmHg below 90 mmHg; the last snapshot shows MAP 82 mmHg with heart rate 99 bpm.","answer":"A","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. MAP recovered to 82 mmHg after a recent low of 60 mmHg below 65 mmHg; SpO2 ended at 100% after dropping as low as 88%; the most recent entries show MAP 82 mmHg and systolic BP 138 mmHg.","episode_id":"iv_000354","anchor_time":56.420278} {"id":"MED_iv_000354_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Diastolic BP recovered to 59 mmHg after a recent low of 46 mmHg below 50 mmHg; the recent WBC reading was 20 K/uL; the most recent entries show heart rate 99 bpm and MAP 82 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. MAP recovered to 82 mmHg after a recent low of 60 mmHg below 65 mmHg; systolic BP recovered to 138 mmHg after a recent low of 76 mmHg below 90 mmHg; the current values include systolic BP 138 mmHg and respiratory rate 18 breaths/min.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Diastolic BP recovered to 59 mmHg after a recent low of 46 mmHg below 50 mmHg; the recent WBC reading was 20 K/uL; the latest bedside set shows heart rate 99 bpm and MAP 82 mmHg.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 82 mmHg after a recent low of 60 mmHg below 65 mmHg; systolic BP recovered to 138 mmHg after a recent low of 76 mmHg below 90 mmHg; the last snapshot shows systolic BP 138 mmHg with respiratory rate 18 breaths/min.","answer":"D","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 82 mmHg after a recent low of 60 mmHg below 65 mmHg; systolic BP recovered to 138 mmHg after a recent low of 76 mmHg below 90 mmHg; the last snapshot shows systolic BP 138 mmHg with respiratory rate 18 breaths/min.","episode_id":"iv_000354","anchor_time":56.420278} {"id":"MED_iv_000354_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 82 mmHg after a recent low of 60 mmHg below 65 mmHg; SpO2 ended at 100% after dropping as low as 88%; the latest bedside set shows MAP 82 mmHg and systolic BP 138 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Diastolic BP recovered to 59 mmHg after a recent low of 46 mmHg below 50 mmHg; the recent WBC reading was 20 K/uL; the current values include heart rate 99 bpm and MAP 82 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Diastolic BP recovered to 59 mmHg after a recent low of 46 mmHg below 50 mmHg; the recent WBC reading was 20 K/uL; the most recent entries show heart rate 99 bpm and MAP 82 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 82 mmHg after a recent low of 60 mmHg below 65 mmHg; SpO2 ended at 100% after dropping as low as 88%; the last snapshot shows MAP 82 mmHg with systolic BP 138 mmHg.","answer":"B","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Diastolic BP recovered to 59 mmHg after a recent low of 46 mmHg below 50 mmHg; the recent WBC reading was 20 K/uL; the current values include heart rate 99 bpm and MAP 82 mmHg.","episode_id":"iv_000354","anchor_time":56.420278} {"id":"MED_iv_000358_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate varied between 21 breaths/min and 30 breaths/min, with the latest value 29 breaths/min; the latest MAP is 95 mmHg; the latest systolic BP is 138 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 21 breaths/min and 30 breaths/min, with the latest value 29 breaths/min; the latest heart rate is 94 bpm; the latest MAP is 95 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate varied between 21 breaths/min and 30 breaths/min, with the latest value 29 breaths/min; the latest heart rate is 94 bpm; the latest MAP is 95 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate varied between 21 breaths/min and 30 breaths/min, with the latest value 29 breaths/min; the latest MAP is 95 mmHg; the latest systolic BP is 138 mmHg.","answer":"B","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 21 breaths/min and 30 breaths/min, with the latest value 29 breaths/min; the latest heart rate is 94 bpm; the latest MAP is 95 mmHg.","episode_id":"iv_000358","anchor_time":231.083333} {"id":"MED_iv_000362_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 16 breaths/min and 35 breaths/min, with the latest value 21 breaths/min; the latest MAP is 68 mmHg; the latest heart rate is 72 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate varied between 16 breaths/min and 35 breaths/min, with the latest value 21 breaths/min; the latest MAP is 68 mmHg; the latest systolic BP is 102 mmHg.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate varied between 16 breaths/min and 35 breaths/min, with the latest value 21 breaths/min; the latest MAP is 68 mmHg; the latest heart rate is 72 bpm.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate varied between 16 breaths/min and 35 breaths/min, with the latest value 21 breaths/min; the latest MAP is 68 mmHg; the latest systolic BP is 102 mmHg.","answer":"B","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate varied between 16 breaths/min and 35 breaths/min, with the latest value 21 breaths/min; the latest MAP is 68 mmHg; the latest systolic BP is 102 mmHg.","episode_id":"iv_000362","anchor_time":25.458056} {"id":"MED_iv_000362_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 16 breaths/min and 35 breaths/min, with the latest value 21 breaths/min; the latest systolic BP is 102 mmHg; the latest respiratory rate is 21 breaths/min.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate varied between 16 breaths/min and 35 breaths/min, with the latest value 21 breaths/min; the latest heart rate is 72 bpm; the latest MAP is 68 mmHg.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate varied between 16 breaths/min and 35 breaths/min, with the latest value 21 breaths/min; the latest systolic BP is 102 mmHg; the latest respiratory rate is 21 breaths/min.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate varied between 16 breaths/min and 35 breaths/min, with the latest value 21 breaths/min; the latest heart rate is 72 bpm; the latest MAP is 68 mmHg.","answer":"A","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 16 breaths/min and 35 breaths/min, with the latest value 21 breaths/min; the latest systolic BP is 102 mmHg; the latest respiratory rate is 21 breaths/min.","episode_id":"iv_000362","anchor_time":25.458056} {"id":"MED_iv_000365_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Creatinine was 3 mg/dL on the available recent reading; diastolic BP recovered to 49 mmHg after a recent low of 41 mmHg below 50 mmHg; the latest bedside set shows MAP 85 mmHg and systolic BP 187 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Diastolic BP recovered to 49 mmHg after a recent low of 41 mmHg below 50 mmHg; heart rate returned to 50 bpm after reaching 57 bpm; the current values include heart rate 50 bpm and MAP 85 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Creatinine was 3 mg/dL on the available recent reading; diastolic BP recovered to 49 mmHg after a recent low of 41 mmHg below 50 mmHg; the last snapshot shows MAP 85 mmHg with systolic BP 187 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Diastolic BP recovered to 49 mmHg after a recent low of 41 mmHg below 50 mmHg; heart rate returned to 50 bpm after reaching 57 bpm; the most recent entries show heart rate 50 bpm and MAP 85 mmHg.","answer":"B","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Diastolic BP recovered to 49 mmHg after a recent low of 41 mmHg below 50 mmHg; heart rate returned to 50 bpm after reaching 57 bpm; the current values include heart rate 50 bpm and MAP 85 mmHg.","episode_id":"iv_000365","anchor_time":32.766111} {"id":"MED_iv_000366_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 65 mmHg after a recent low of 57 mmHg below 65 mmHg; the recent WBC reading was 22.6 K/uL; the latest bedside set shows heart rate 107 bpm and MAP 65 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 14 mL after low intervals down to 0 mL; MAP recovered to 65 mmHg after a recent low of 57 mmHg below 65 mmHg; the last snapshot shows systolic BP 125 mmHg with respiratory rate 17 breaths/min.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Urine output most recently reached 14 mL after low intervals down to 0 mL; MAP recovered to 65 mmHg after a recent low of 57 mmHg below 65 mmHg; the current values include systolic BP 125 mmHg and respiratory rate 17 breaths/min.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 65 mmHg after a recent low of 57 mmHg below 65 mmHg; the recent WBC reading was 22.6 K/uL; the most recent entries show heart rate 107 bpm and MAP 65 mmHg.","answer":"B","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 14 mL after low intervals down to 0 mL; MAP recovered to 65 mmHg after a recent low of 57 mmHg below 65 mmHg; the last snapshot shows systolic BP 125 mmHg with respiratory rate 17 breaths/min.","episode_id":"iv_000366","anchor_time":33.893611} {"id":"MED_iv_000368_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. The recent WBC reading was 12.5 K/uL; the latest MAP is 82 mmHg; the latest heart rate is 83 bpm.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 12.5 K/uL; the latest MAP is 82 mmHg; the latest heart rate is 83 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Diastolic BP recovered to 75 mmHg after a recent low of 42 mmHg below 50 mmHg; the recent WBC reading was 12.5 K/uL; the current values include systolic BP 122 mmHg and respiratory rate 14 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Diastolic BP recovered to 75 mmHg after a recent low of 42 mmHg below 50 mmHg; the recent WBC reading was 12.5 K/uL; the most recent entries show systolic BP 122 mmHg and respiratory rate 14 breaths/min.","answer":"B","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 12.5 K/uL; the latest MAP is 82 mmHg; the latest heart rate is 83 bpm.","episode_id":"iv_000368","anchor_time":29.944444} {"id":"MED_iv_000369_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Systolic BP recovered to 98 mmHg after a recent low of 93 mmHg below 90 mmHg; the latest heart rate is 92 bpm; the latest MAP is 70 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Systolic BP recovered to 98 mmHg after a recent low of 93 mmHg below 90 mmHg; the latest heart rate is 92 bpm; the latest MAP is 70 mmHg.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Systolic BP recovered to 98 mmHg after a recent low of 93 mmHg below 90 mmHg; the latest systolic BP is 98 mmHg; the latest respiratory rate is 16 breaths/min.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Systolic BP recovered to 98 mmHg after a recent low of 93 mmHg below 90 mmHg; the latest systolic BP is 98 mmHg; the latest respiratory rate is 16 breaths/min.","answer":"D","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Systolic BP recovered to 98 mmHg after a recent low of 93 mmHg below 90 mmHg; the latest systolic BP is 98 mmHg; the latest respiratory rate is 16 breaths/min.","episode_id":"iv_000369","anchor_time":27.681944} {"id":"MED_iv_000370_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate varied between 15 breaths/min and 32 breaths/min, with the latest value 21 breaths/min; the recent WBC reading was 15.4 K/uL; the most recent entries show heart rate 87 bpm and MAP 82 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 85% and 95%, with the latest value 94%; the recent WBC reading was 15.4 K/uL; the last snapshot shows systolic BP 129 mmHg with respiratory rate 21 breaths/min.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 15 breaths/min and 32 breaths/min, with the latest value 21 breaths/min; the recent WBC reading was 15.4 K/uL; the latest bedside set shows heart rate 87 bpm and MAP 82 mmHg.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 85% and 95%, with the latest value 94%; the recent WBC reading was 15.4 K/uL; the current values include systolic BP 129 mmHg and respiratory rate 21 breaths/min.","answer":"B","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 85% and 95%, with the latest value 94%; the recent WBC reading was 15.4 K/uL; the last snapshot shows systolic BP 129 mmHg with respiratory rate 21 breaths/min.","episode_id":"iv_000370","anchor_time":69.896111} {"id":"MED_iv_000374_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 ended at 98% after dropping as low as 88%; WBC returned to 2 K/uL after reaching 19.1 K/uL; the most recent entries show MAP 90 mmHg and systolic BP 118 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. WBC returned to 2 K/uL after reaching 19.1 K/uL; the recent respiratory rate reading was 25 breaths/min; the last snapshot shows MAP 90 mmHg with heart rate 96 bpm.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 ended at 98% after dropping as low as 88%; WBC returned to 2 K/uL after reaching 19.1 K/uL; the latest bedside set shows MAP 90 mmHg and systolic BP 118 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. WBC returned to 2 K/uL after reaching 19.1 K/uL; the recent respiratory rate reading was 25 breaths/min; the current values include MAP 90 mmHg and heart rate 96 bpm.","answer":"A","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 ended at 98% after dropping as low as 88%; WBC returned to 2 K/uL after reaching 19.1 K/uL; the most recent entries show MAP 90 mmHg and systolic BP 118 mmHg.","episode_id":"iv_000374","anchor_time":38.058611} {"id":"MED_iv_000375_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 71% and 100%, with the latest value 85%; respiratory rate ended at 25 breaths/min after a recent low of 18 breaths/min; the latest bedside set shows systolic BP 116 mmHg and respiratory rate 25 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate ended at 25 breaths/min after a recent low of 18 breaths/min; the latest MAP is 86 mmHg; the latest heart rate is 60 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate ended at 25 breaths/min after a recent low of 18 breaths/min; the latest MAP is 86 mmHg; the latest heart rate is 60 bpm.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 varied between 71% and 100%, with the latest value 85%; respiratory rate ended at 25 breaths/min after a recent low of 18 breaths/min; the current values include systolic BP 116 mmHg and respiratory rate 25 breaths/min.","answer":"B","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate ended at 25 breaths/min after a recent low of 18 breaths/min; the latest MAP is 86 mmHg; the latest heart rate is 60 bpm.","episode_id":"iv_000375","anchor_time":64.866667} {"id":"MED_iv_000376_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Heart rate returned to 40 bpm after reaching 81 bpm; SpO2 came back to 88% after reaching 96%; the current values include systolic BP 137 mmHg and respiratory rate 18 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 came back to 88% after reaching 96%; the latest MAP is 83 mmHg; the latest heart rate is 40 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Heart rate returned to 40 bpm after reaching 81 bpm; SpO2 came back to 88% after reaching 96%; the most recent entries show systolic BP 137 mmHg and respiratory rate 18 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 came back to 88% after reaching 96%; the latest MAP is 83 mmHg; the latest heart rate is 40 bpm.","answer":"B","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 came back to 88% after reaching 96%; the latest MAP is 83 mmHg; the latest heart rate is 40 bpm.","episode_id":"iv_000376","anchor_time":36.183333} {"id":"MED_iv_000376_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Heart rate returned to 40 bpm after reaching 81 bpm; SpO2 came back to 88% after reaching 96%; the last snapshot shows heart rate 40 bpm with MAP 83 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate returned to 40 bpm after reaching 81 bpm; SpO2 came back to 88% after reaching 96%; the latest bedside set shows systolic BP 137 mmHg and respiratory rate 18 breaths/min.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Heart rate returned to 40 bpm after reaching 81 bpm; SpO2 came back to 88% after reaching 96%; the current values include systolic BP 137 mmHg and respiratory rate 18 breaths/min.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Heart rate returned to 40 bpm after reaching 81 bpm; SpO2 came back to 88% after reaching 96%; the most recent entries show heart rate 40 bpm and MAP 83 mmHg.","answer":"B","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate returned to 40 bpm after reaching 81 bpm; SpO2 came back to 88% after reaching 96%; the latest bedside set shows systolic BP 137 mmHg and respiratory rate 18 breaths/min.","episode_id":"iv_000376","anchor_time":36.183333} {"id":"MED_iv_000379_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 ended at 96% after dropping as low as 85%; heart rate varied between 50 bpm and 120 bpm, with the latest value 80 bpm; the last snapshot shows systolic BP 123 mmHg with respiratory rate 19 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 0 mL after low intervals down to 0 mL; heart rate varied between 50 bpm and 120 bpm, with the latest value 80 bpm; the current values include MAP 95 mmHg and heart rate 80 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Urine output most recently reached 0 mL after low intervals down to 0 mL; heart rate varied between 50 bpm and 120 bpm, with the latest value 80 bpm; the latest bedside set shows MAP 95 mmHg and heart rate 80 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 ended at 96% after dropping as low as 85%; heart rate varied between 50 bpm and 120 bpm, with the latest value 80 bpm; the most recent entries show systolic BP 123 mmHg and respiratory rate 19 breaths/min.","answer":"B","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 0 mL after low intervals down to 0 mL; heart rate varied between 50 bpm and 120 bpm, with the latest value 80 bpm; the current values include MAP 95 mmHg and heart rate 80 bpm.","episode_id":"iv_000379","anchor_time":58.0475} {"id":"MED_iv_000379_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Systolic BP recovered to 123 mmHg after a recent low of 89 mmHg below 90 mmHg; the recent WBC reading was 15.2 K/uL; the latest bedside set shows heart rate 80 bpm and MAP 95 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 ended at 96% after dropping as low as 85%; heart rate varied between 50 bpm and 120 bpm, with the latest value 80 bpm; the last snapshot shows systolic BP 123 mmHg with respiratory rate 19 breaths/min.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Systolic BP recovered to 123 mmHg after a recent low of 89 mmHg below 90 mmHg; the recent WBC reading was 15.2 K/uL; the current values include heart rate 80 bpm and MAP 95 mmHg.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 ended at 96% after dropping as low as 85%; heart rate varied between 50 bpm and 120 bpm, with the latest value 80 bpm; the most recent entries show systolic BP 123 mmHg and respiratory rate 19 breaths/min.","answer":"D","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 ended at 96% after dropping as low as 85%; heart rate varied between 50 bpm and 120 bpm, with the latest value 80 bpm; the most recent entries show systolic BP 123 mmHg and respiratory rate 19 breaths/min.","episode_id":"iv_000379","anchor_time":58.0475} {"id":"MED_iv_000379_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 ended at 96% after dropping as low as 85%; urine output most recently reached 0 mL after low intervals down to 0 mL; the last snapshot shows MAP 95 mmHg with systolic BP 123 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Systolic BP recovered to 123 mmHg after a recent low of 89 mmHg below 90 mmHg; the recent WBC reading was 15.2 K/uL; the most recent entries show heart rate 80 bpm and MAP 95 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 ended at 96% after dropping as low as 85%; urine output most recently reached 0 mL after low intervals down to 0 mL; the latest bedside set shows MAP 95 mmHg and systolic BP 123 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Systolic BP recovered to 123 mmHg after a recent low of 89 mmHg below 90 mmHg; the recent WBC reading was 15.2 K/uL; the current values include heart rate 80 bpm and MAP 95 mmHg.","answer":"D","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Systolic BP recovered to 123 mmHg after a recent low of 89 mmHg below 90 mmHg; the recent WBC reading was 15.2 K/uL; the current values include heart rate 80 bpm and MAP 95 mmHg.","episode_id":"iv_000379","anchor_time":58.0475} {"id":"MED_iv_000381_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 ended at 97% after dropping as low as 91%; the recent WBC reading was 12.5 K/uL; the most recent entries show heart rate 65 bpm and MAP 76 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 ended at 97% after dropping as low as 91%; the recent WBC reading was 12.5 K/uL; the current values include heart rate 65 bpm and MAP 76 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Urine output most recently reached 100 mL after low intervals down to 20 mL; diastolic BP recovered to 66 mmHg after a recent low of 40 mmHg below 50 mmHg; the latest bedside set shows MAP 76 mmHg and systolic BP 101 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Urine output most recently reached 100 mL after low intervals down to 20 mL; diastolic BP recovered to 66 mmHg after a recent low of 40 mmHg below 50 mmHg; the last snapshot shows MAP 76 mmHg with systolic BP 101 mmHg.","answer":"B","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 ended at 97% after dropping as low as 91%; the recent WBC reading was 12.5 K/uL; the current values include heart rate 65 bpm and MAP 76 mmHg.","episode_id":"iv_000381","anchor_time":26.768056} {"id":"MED_iv_000382_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 5 mL after low intervals down to 5 mL; heart rate returned to 46 bpm after reaching 95 bpm; the last snapshot shows systolic BP 145 mmHg with respiratory rate 19 breaths/min.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Heart rate returned to 46 bpm after reaching 95 bpm; the recent WBC reading was 12.3 K/uL; the latest bedside set shows heart rate 46 bpm and MAP 89 mmHg.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Heart rate returned to 46 bpm after reaching 95 bpm; the recent WBC reading was 12.3 K/uL; the most recent entries show heart rate 46 bpm and MAP 89 mmHg.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Urine output most recently reached 5 mL after low intervals down to 5 mL; heart rate returned to 46 bpm after reaching 95 bpm; the current values include systolic BP 145 mmHg and respiratory rate 19 breaths/min.","answer":"A","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 5 mL after low intervals down to 5 mL; heart rate returned to 46 bpm after reaching 95 bpm; the last snapshot shows systolic BP 145 mmHg with respiratory rate 19 breaths/min.","episode_id":"iv_000382","anchor_time":264.633333} {"id":"MED_iv_000383_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Heart rate varied between 50 bpm and 93 bpm, with the latest value 88 bpm; MAP recovered to 100 mmHg after a recent low of 63 mmHg below 65 mmHg; the last snapshot shows MAP 100 mmHg with heart rate 88 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 ended at 96% after dropping as low as 85%; heart rate varied between 50 bpm and 93 bpm, with the latest value 88 bpm; the most recent entries show MAP 100 mmHg and systolic BP 129 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Heart rate varied between 50 bpm and 93 bpm, with the latest value 88 bpm; MAP recovered to 100 mmHg after a recent low of 63 mmHg below 65 mmHg; the current values include MAP 100 mmHg and heart rate 88 bpm.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 ended at 96% after dropping as low as 85%; heart rate varied between 50 bpm and 93 bpm, with the latest value 88 bpm; the latest bedside set shows MAP 100 mmHg and systolic BP 129 mmHg.","answer":"B","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 ended at 96% after dropping as low as 85%; heart rate varied between 50 bpm and 93 bpm, with the latest value 88 bpm; the most recent entries show MAP 100 mmHg and systolic BP 129 mmHg.","episode_id":"iv_000383","anchor_time":50.71} {"id":"MED_iv_000383_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Heart rate varied between 50 bpm and 93 bpm, with the latest value 88 bpm; MAP recovered to 100 mmHg after a recent low of 63 mmHg below 65 mmHg; the last snapshot shows MAP 100 mmHg with heart rate 88 bpm.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 ended at 96% after dropping as low as 85%; MAP recovered to 100 mmHg after a recent low of 63 mmHg below 65 mmHg; the most recent entries show systolic BP 129 mmHg and respiratory rate 15 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 ended at 96% after dropping as low as 85%; MAP recovered to 100 mmHg after a recent low of 63 mmHg below 65 mmHg; the current values include systolic BP 129 mmHg and respiratory rate 15 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Heart rate varied between 50 bpm and 93 bpm, with the latest value 88 bpm; MAP recovered to 100 mmHg after a recent low of 63 mmHg below 65 mmHg; the latest bedside set shows MAP 100 mmHg and heart rate 88 bpm.","answer":"D","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Heart rate varied between 50 bpm and 93 bpm, with the latest value 88 bpm; MAP recovered to 100 mmHg after a recent low of 63 mmHg below 65 mmHg; the latest bedside set shows MAP 100 mmHg and heart rate 88 bpm.","episode_id":"iv_000383","anchor_time":50.71} {"id":"MED_iv_000383_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 100 mmHg after a recent low of 63 mmHg below 65 mmHg; urine output most recently reached 430 mL after low intervals down to 30 mL; the latest bedside set shows heart rate 88 bpm and MAP 100 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 100 mmHg after a recent low of 63 mmHg below 65 mmHg; urine output most recently reached 430 mL after low intervals down to 30 mL; the current values include heart rate 88 bpm and MAP 100 mmHg.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 ended at 96% after dropping as low as 85%; MAP recovered to 100 mmHg after a recent low of 63 mmHg below 65 mmHg; the last snapshot shows systolic BP 129 mmHg with respiratory rate 15 breaths/min.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 ended at 96% after dropping as low as 85%; MAP recovered to 100 mmHg after a recent low of 63 mmHg below 65 mmHg; the most recent entries show systolic BP 129 mmHg and respiratory rate 15 breaths/min.","answer":"D","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 ended at 96% after dropping as low as 85%; MAP recovered to 100 mmHg after a recent low of 63 mmHg below 65 mmHg; the most recent entries show systolic BP 129 mmHg and respiratory rate 15 breaths/min.","episode_id":"iv_000383","anchor_time":50.71} {"id":"MED_iv_000386_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Systolic BP recovered to 95 mmHg after a recent low of 82 mmHg below 90 mmHg; respiratory rate ended at 29 breaths/min after a recent low of 23 breaths/min; the current values include heart rate 87 bpm and MAP 54 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. MAP recovered to 54 mmHg after a recent low of 47 mmHg below 65 mmHg; diastolic BP recovered to 39 mmHg after a recent low of 35 mmHg below 50 mmHg; the last snapshot shows MAP 54 mmHg with systolic BP 95 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Systolic BP recovered to 95 mmHg after a recent low of 82 mmHg below 90 mmHg; respiratory rate ended at 29 breaths/min after a recent low of 23 breaths/min; the most recent entries show heart rate 87 bpm and MAP 54 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. MAP recovered to 54 mmHg after a recent low of 47 mmHg below 65 mmHg; diastolic BP recovered to 39 mmHg after a recent low of 35 mmHg below 50 mmHg; the latest bedside set shows MAP 54 mmHg and systolic BP 95 mmHg.","answer":"A","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Systolic BP recovered to 95 mmHg after a recent low of 82 mmHg below 90 mmHg; respiratory rate ended at 29 breaths/min after a recent low of 23 breaths/min; the current values include heart rate 87 bpm and MAP 54 mmHg.","episode_id":"iv_000386","anchor_time":70.674444} {"id":"MED_iv_000388_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 64 mmHg after a recent low of 52 mmHg below 65 mmHg; urine output most recently reached 30 mL after low intervals down to 30 mL; the latest bedside set shows MAP 64 mmHg and heart rate 71 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Diastolic BP recovered to 52 mmHg after a recent low of 40 mmHg below 50 mmHg; urine output most recently reached 30 mL after low intervals down to 30 mL; the current values include systolic BP 101 mmHg and respiratory rate 19 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. MAP recovered to 64 mmHg after a recent low of 52 mmHg below 65 mmHg; urine output most recently reached 30 mL after low intervals down to 30 mL; the last snapshot shows MAP 64 mmHg with heart rate 71 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Diastolic BP recovered to 52 mmHg after a recent low of 40 mmHg below 50 mmHg; urine output most recently reached 30 mL after low intervals down to 30 mL; the most recent entries show systolic BP 101 mmHg and respiratory rate 19 breaths/min.","answer":"A","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 64 mmHg after a recent low of 52 mmHg below 65 mmHg; urine output most recently reached 30 mL after low intervals down to 30 mL; the latest bedside set shows MAP 64 mmHg and heart rate 71 bpm.","episode_id":"iv_000388","anchor_time":30.983056} {"id":"MED_iv_000388_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 64 mmHg after a recent low of 52 mmHg below 65 mmHg; urine output most recently reached 30 mL after low intervals down to 30 mL; the current values include heart rate 71 bpm and MAP 64 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Diastolic BP recovered to 52 mmHg after a recent low of 40 mmHg below 50 mmHg; MAP recovered to 64 mmHg after a recent low of 52 mmHg below 65 mmHg; the latest bedside set shows MAP 64 mmHg and systolic BP 101 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Diastolic BP recovered to 52 mmHg after a recent low of 40 mmHg below 50 mmHg; MAP recovered to 64 mmHg after a recent low of 52 mmHg below 65 mmHg; the last snapshot shows MAP 64 mmHg with systolic BP 101 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 64 mmHg after a recent low of 52 mmHg below 65 mmHg; urine output most recently reached 30 mL after low intervals down to 30 mL; the most recent entries show heart rate 71 bpm and MAP 64 mmHg.","answer":"A","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 64 mmHg after a recent low of 52 mmHg below 65 mmHg; urine output most recently reached 30 mL after low intervals down to 30 mL; the current values include heart rate 71 bpm and MAP 64 mmHg.","episode_id":"iv_000388","anchor_time":30.983056} {"id":"MED_iv_000390_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 91% and 96%, with the latest value 95%; the recent WBC reading was 13.4 K/uL; the current values include MAP 83 mmHg and systolic BP 135 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 91% and 96%, with the latest value 95%; the recent WBC reading was 13.4 K/uL; the latest bedside set shows MAP 83 mmHg and systolic BP 135 mmHg.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. The recent WBC reading was 13.4 K/uL; the latest MAP is 83 mmHg; the latest heart rate is 77 bpm.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. The recent WBC reading was 13.4 K/uL; the latest MAP is 83 mmHg; the latest heart rate is 77 bpm.","answer":"A","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 91% and 96%, with the latest value 95%; the recent WBC reading was 13.4 K/uL; the current values include MAP 83 mmHg and systolic BP 135 mmHg.","episode_id":"iv_000390","anchor_time":115.516667} {"id":"MED_iv_000390_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 13.4 K/uL; the latest MAP is 83 mmHg; the latest heart rate is 77 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 91% and 96%, with the latest value 95%; the recent WBC reading was 13.4 K/uL; the most recent entries show systolic BP 135 mmHg and respiratory rate 24 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 varied between 91% and 96%, with the latest value 95%; the recent WBC reading was 13.4 K/uL; the current values include systolic BP 135 mmHg and respiratory rate 24 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. The recent WBC reading was 13.4 K/uL; the latest MAP is 83 mmHg; the latest heart rate is 77 bpm.","answer":"A","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 13.4 K/uL; the latest MAP is 83 mmHg; the latest heart rate is 77 bpm.","episode_id":"iv_000390","anchor_time":115.516667} {"id":"MED_iv_000394_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 ended at 100% after dropping as low as 85%; systolic BP recovered to 101 mmHg after a recent low of 81 mmHg below 90 mmHg; the latest bedside set shows MAP 68 mmHg and heart rate 74 bpm.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 ended at 100% after dropping as low as 85%; systolic BP recovered to 101 mmHg after a recent low of 81 mmHg below 90 mmHg; the last snapshot shows MAP 68 mmHg with heart rate 74 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. MAP recovered to 68 mmHg after a recent low of 53 mmHg below 65 mmHg; systolic BP recovered to 101 mmHg after a recent low of 81 mmHg below 90 mmHg; the most recent entries show systolic BP 101 mmHg and respiratory rate 18 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. MAP recovered to 68 mmHg after a recent low of 53 mmHg below 65 mmHg; systolic BP recovered to 101 mmHg after a recent low of 81 mmHg below 90 mmHg; the current values include systolic BP 101 mmHg and respiratory rate 18 breaths/min.","answer":"A","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 ended at 100% after dropping as low as 85%; systolic BP recovered to 101 mmHg after a recent low of 81 mmHg below 90 mmHg; the latest bedside set shows MAP 68 mmHg and heart rate 74 bpm.","episode_id":"iv_000394","anchor_time":42.373056} {"id":"MED_iv_000396_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 132 mmHg; the latest respiratory rate is 19 breaths/min.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 68 bpm; the latest MAP is 79 mmHg.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. No strong recent threshold breach is recorded in the available variables; the latest heart rate is 68 bpm; the latest MAP is 79 mmHg.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 132 mmHg; the latest respiratory rate is 19 breaths/min.","answer":"D","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. No strong recent threshold breach is recorded in the available variables; the latest systolic BP is 132 mmHg; the latest respiratory rate is 19 breaths/min.","episode_id":"iv_000396","anchor_time":26.233889} {"id":"MED_iv_000397_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate returned to 8 breaths/min after reaching 17 breaths/min; MAP recovered to 62 mmHg after a recent low of 62 mmHg below 65 mmHg; the latest bedside set shows heart rate 68 bpm and MAP 62 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Creatinine came back to 5.6 mg/dL after reaching 6.6 mg/dL; MAP recovered to 62 mmHg after a recent low of 62 mmHg below 65 mmHg; the last snapshot shows systolic BP 110 mmHg with respiratory rate 8 breaths/min.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Creatinine came back to 5.6 mg/dL after reaching 6.6 mg/dL; MAP recovered to 62 mmHg after a recent low of 62 mmHg below 65 mmHg; the current values include systolic BP 110 mmHg and respiratory rate 8 breaths/min.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate returned to 8 breaths/min after reaching 17 breaths/min; MAP recovered to 62 mmHg after a recent low of 62 mmHg below 65 mmHg; the most recent entries show heart rate 68 bpm and MAP 62 mmHg.","answer":"B","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Creatinine came back to 5.6 mg/dL after reaching 6.6 mg/dL; MAP recovered to 62 mmHg after a recent low of 62 mmHg below 65 mmHg; the last snapshot shows systolic BP 110 mmHg with respiratory rate 8 breaths/min.","episode_id":"iv_000397","anchor_time":97.666667} {"id":"MED_iv_000398_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 88% and 99%, with the latest value 95%; urine output most recently reached 30 mL after low intervals down to 30 mL; the last snapshot shows MAP 102 mmHg with heart rate 78 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Creatinine was 6.1 mg/dL on the available recent reading; urine output most recently reached 30 mL after low intervals down to 30 mL; the current values include systolic BP 144 mmHg and respiratory rate 18 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Creatinine was 6.1 mg/dL on the available recent reading; urine output most recently reached 30 mL after low intervals down to 30 mL; the most recent entries show systolic BP 144 mmHg and respiratory rate 18 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 varied between 88% and 99%, with the latest value 95%; urine output most recently reached 30 mL after low intervals down to 30 mL; the latest bedside set shows MAP 102 mmHg and heart rate 78 bpm.","answer":"D","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 varied between 88% and 99%, with the latest value 95%; urine output most recently reached 30 mL after low intervals down to 30 mL; the latest bedside set shows MAP 102 mmHg and heart rate 78 bpm.","episode_id":"iv_000398","anchor_time":39.090833} {"id":"MED_iv_000398_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Creatinine was 6.1 mg/dL on the available recent reading; SpO2 varied between 88% and 99%, with the latest value 95%; the last snapshot shows MAP 102 mmHg with systolic BP 144 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. WBC ended at 98 K/uL after a recent low of 13.2 K/uL; heart rate varied between 50 bpm and 81 bpm, with the latest value 78 bpm; the current values include heart rate 78 bpm and MAP 102 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. WBC ended at 98 K/uL after a recent low of 13.2 K/uL; heart rate varied between 50 bpm and 81 bpm, with the latest value 78 bpm; the most recent entries show heart rate 78 bpm and MAP 102 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Creatinine was 6.1 mg/dL on the available recent reading; SpO2 varied between 88% and 99%, with the latest value 95%; the latest bedside set shows MAP 102 mmHg and systolic BP 144 mmHg.","answer":"B","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. WBC ended at 98 K/uL after a recent low of 13.2 K/uL; heart rate varied between 50 bpm and 81 bpm, with the latest value 78 bpm; the current values include heart rate 78 bpm and MAP 102 mmHg.","episode_id":"iv_000398","anchor_time":39.090833} {"id":"MED_iv_000399_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 73 mmHg after a recent low of 57 mmHg below 65 mmHg; SpO2 varied between 85% and 100%, with the latest value 99%; the current values include systolic BP 113 mmHg and respiratory rate 18 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 225 mL after low intervals down to 5 mL; SpO2 varied between 85% and 100%, with the latest value 99%; the most recent entries show MAP 73 mmHg and heart rate 71 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. MAP recovered to 73 mmHg after a recent low of 57 mmHg below 65 mmHg; SpO2 varied between 85% and 100%, with the latest value 99%; the latest bedside set shows systolic BP 113 mmHg and respiratory rate 18 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Urine output most recently reached 225 mL after low intervals down to 5 mL; SpO2 varied between 85% and 100%, with the latest value 99%; the last snapshot shows MAP 73 mmHg with heart rate 71 bpm.","answer":"B","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 225 mL after low intervals down to 5 mL; SpO2 varied between 85% and 100%, with the latest value 99%; the most recent entries show MAP 73 mmHg and heart rate 71 bpm.","episode_id":"iv_000399","anchor_time":152.252778} {"id":"MED_iv_000399_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Diastolic BP recovered to 60 mmHg after a recent low of 46 mmHg below 50 mmHg; heart rate varied between 50 bpm and 74 bpm, with the latest value 71 bpm; the last snapshot shows heart rate 71 bpm with MAP 73 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 73 mmHg after a recent low of 57 mmHg below 65 mmHg; SpO2 varied between 85% and 100%, with the latest value 99%; the latest bedside set shows systolic BP 113 mmHg and respiratory rate 18 breaths/min.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. MAP recovered to 73 mmHg after a recent low of 57 mmHg below 65 mmHg; SpO2 varied between 85% and 100%, with the latest value 99%; the current values include systolic BP 113 mmHg and respiratory rate 18 breaths/min.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Diastolic BP recovered to 60 mmHg after a recent low of 46 mmHg below 50 mmHg; heart rate varied between 50 bpm and 74 bpm, with the latest value 71 bpm; the most recent entries show heart rate 71 bpm and MAP 73 mmHg.","answer":"B","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 73 mmHg after a recent low of 57 mmHg below 65 mmHg; SpO2 varied between 85% and 100%, with the latest value 99%; the latest bedside set shows systolic BP 113 mmHg and respiratory rate 18 breaths/min.","episode_id":"iv_000399","anchor_time":152.252778} {"id":"MED_iv_000399_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Diastolic BP recovered to 60 mmHg after a recent low of 46 mmHg below 50 mmHg; heart rate varied between 50 bpm and 74 bpm, with the latest value 71 bpm; the current values include heart rate 71 bpm and MAP 73 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. MAP recovered to 73 mmHg after a recent low of 57 mmHg below 65 mmHg; urine output most recently reached 225 mL after low intervals down to 5 mL; the last snapshot shows MAP 73 mmHg with systolic BP 113 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Diastolic BP recovered to 60 mmHg after a recent low of 46 mmHg below 50 mmHg; heart rate varied between 50 bpm and 74 bpm, with the latest value 71 bpm; the most recent entries show heart rate 71 bpm and MAP 73 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. MAP recovered to 73 mmHg after a recent low of 57 mmHg below 65 mmHg; urine output most recently reached 225 mL after low intervals down to 5 mL; the latest bedside set shows MAP 73 mmHg and systolic BP 113 mmHg.","answer":"A","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Diastolic BP recovered to 60 mmHg after a recent low of 46 mmHg below 50 mmHg; heart rate varied between 50 bpm and 74 bpm, with the latest value 71 bpm; the current values include heart rate 71 bpm and MAP 73 mmHg.","episode_id":"iv_000399","anchor_time":152.252778} {"id":"MED_iv_000402_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate ended at 16 breaths/min after a recent low of 9 breaths/min; urine output most recently reached 300 mL after low intervals down to 1 mL; the most recent entries show heart rate 73 bpm and MAP 94 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate ended at 16 breaths/min after a recent low of 9 breaths/min; urine output most recently reached 300 mL after low intervals down to 1 mL; the last snapshot shows heart rate 73 bpm with MAP 94 mmHg.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate ended at 16 breaths/min after a recent low of 9 breaths/min; urine output most recently reached 300 mL after low intervals down to 1 mL; the current values include systolic BP 126 mmHg and respiratory rate 16 breaths/min.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate ended at 16 breaths/min after a recent low of 9 breaths/min; urine output most recently reached 300 mL after low intervals down to 1 mL; the latest bedside set shows systolic BP 126 mmHg and respiratory rate 16 breaths/min.","answer":"D","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate ended at 16 breaths/min after a recent low of 9 breaths/min; urine output most recently reached 300 mL after low intervals down to 1 mL; the latest bedside set shows systolic BP 126 mmHg and respiratory rate 16 breaths/min.","episode_id":"iv_000402","anchor_time":74.446389} {"id":"MED_iv_000402_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate ended at 16 breaths/min after a recent low of 9 breaths/min; urine output most recently reached 300 mL after low intervals down to 1 mL; the current values include heart rate 73 bpm and MAP 94 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate ended at 16 breaths/min after a recent low of 9 breaths/min; urine output most recently reached 300 mL after low intervals down to 1 mL; the most recent entries show heart rate 73 bpm and MAP 94 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate ended at 16 breaths/min after a recent low of 9 breaths/min; urine output most recently reached 300 mL after low intervals down to 1 mL; the latest bedside set shows MAP 94 mmHg and systolic BP 126 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate ended at 16 breaths/min after a recent low of 9 breaths/min; urine output most recently reached 300 mL after low intervals down to 1 mL; the last snapshot shows MAP 94 mmHg with systolic BP 126 mmHg.","answer":"A","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate ended at 16 breaths/min after a recent low of 9 breaths/min; urine output most recently reached 300 mL after low intervals down to 1 mL; the current values include heart rate 73 bpm and MAP 94 mmHg.","episode_id":"iv_000402","anchor_time":74.446389} {"id":"MED_iv_000403_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Urine output most recently reached 40 mL after low intervals down to 27 mL; lactate came back to 3.2 mmol/L after reaching 7.2 mmol/L; the last snapshot shows MAP 59 mmHg with heart rate 69 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 59 mmHg after a recent low of 56 mmHg below 65 mmHg; urine output most recently reached 40 mL after low intervals down to 27 mL; the most recent entries show MAP 59 mmHg and systolic BP 111 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Urine output most recently reached 40 mL after low intervals down to 27 mL; lactate came back to 3.2 mmol/L after reaching 7.2 mmol/L; the current values include MAP 59 mmHg and heart rate 69 bpm.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. MAP recovered to 59 mmHg after a recent low of 56 mmHg below 65 mmHg; urine output most recently reached 40 mL after low intervals down to 27 mL; the latest bedside set shows MAP 59 mmHg and systolic BP 111 mmHg.","answer":"B","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 59 mmHg after a recent low of 56 mmHg below 65 mmHg; urine output most recently reached 40 mL after low intervals down to 27 mL; the most recent entries show MAP 59 mmHg and systolic BP 111 mmHg.","episode_id":"iv_000403","anchor_time":28.659167} {"id":"MED_iv_000403_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. MAP recovered to 59 mmHg after a recent low of 56 mmHg below 65 mmHg; lactate came back to 3.2 mmol/L after reaching 7.2 mmol/L; the latest bedside set shows systolic BP 111 mmHg and respiratory rate 24 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Urine output most recently reached 40 mL after low intervals down to 27 mL; lactate came back to 3.2 mmol/L after reaching 7.2 mmol/L; the last snapshot shows MAP 59 mmHg with heart rate 69 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 59 mmHg after a recent low of 56 mmHg below 65 mmHg; lactate came back to 3.2 mmol/L after reaching 7.2 mmol/L; the current values include systolic BP 111 mmHg and respiratory rate 24 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Urine output most recently reached 40 mL after low intervals down to 27 mL; lactate came back to 3.2 mmol/L after reaching 7.2 mmol/L; the most recent entries show MAP 59 mmHg and heart rate 69 bpm.","answer":"D","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Urine output most recently reached 40 mL after low intervals down to 27 mL; lactate came back to 3.2 mmol/L after reaching 7.2 mmol/L; the most recent entries show MAP 59 mmHg and heart rate 69 bpm.","episode_id":"iv_000403","anchor_time":28.659167} {"id":"MED_iv_000404_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate varied between 23 breaths/min and 30 breaths/min, with the latest value 28 breaths/min; the latest MAP is 76 mmHg; the latest heart rate is 65 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Creatinine was 6.3 mg/dL on the available recent reading; respiratory rate varied between 23 breaths/min and 30 breaths/min, with the latest value 28 breaths/min; the current values include systolic BP 112 mmHg and respiratory rate 28 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Creatinine was 6.3 mg/dL on the available recent reading; respiratory rate varied between 23 breaths/min and 30 breaths/min, with the latest value 28 breaths/min; the most recent entries show systolic BP 112 mmHg and respiratory rate 28 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate varied between 23 breaths/min and 30 breaths/min, with the latest value 28 breaths/min; the latest MAP is 76 mmHg; the latest heart rate is 65 bpm.","answer":"D","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate varied between 23 breaths/min and 30 breaths/min, with the latest value 28 breaths/min; the latest MAP is 76 mmHg; the latest heart rate is 65 bpm.","episode_id":"iv_000404","anchor_time":120.83} {"id":"MED_iv_000406_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 came back to 77% after reaching 100%; MAP recovered to 77 mmHg after a recent low of 63 mmHg below 65 mmHg; the last snapshot shows systolic BP 115 mmHg with respiratory rate 28 breaths/min.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate ended at 28 breaths/min after a recent low of 8 breaths/min; MAP recovered to 77 mmHg after a recent low of 63 mmHg below 65 mmHg; the most recent entries show heart rate 86 bpm and MAP 77 mmHg.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate ended at 28 breaths/min after a recent low of 8 breaths/min; MAP recovered to 77 mmHg after a recent low of 63 mmHg below 65 mmHg; the latest bedside set shows heart rate 86 bpm and MAP 77 mmHg.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 came back to 77% after reaching 100%; MAP recovered to 77 mmHg after a recent low of 63 mmHg below 65 mmHg; the current values include systolic BP 115 mmHg and respiratory rate 28 breaths/min.","answer":"A","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 came back to 77% after reaching 100%; MAP recovered to 77 mmHg after a recent low of 63 mmHg below 65 mmHg; the last snapshot shows systolic BP 115 mmHg with respiratory rate 28 breaths/min.","episode_id":"iv_000406","anchor_time":88.333333} {"id":"MED_iv_000408_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Lactate came back to 1 mmol/L after reaching 3.1 mmol/L; SpO2 varied between 90% and 98%, with the latest value 94%; the most recent entries show MAP 88 mmHg and systolic BP 122 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Lactate came back to 1 mmol/L after reaching 3.1 mmol/L; SpO2 varied between 90% and 98%, with the latest value 94%; the last snapshot shows MAP 88 mmHg with systolic BP 122 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 varied between 90% and 98%, with the latest value 94%; the recent WBC reading was 18.4 K/uL; the current values include MAP 88 mmHg and heart rate 104 bpm.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 90% and 98%, with the latest value 94%; the recent WBC reading was 18.4 K/uL; the latest bedside set shows MAP 88 mmHg and heart rate 104 bpm.","answer":"B","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Lactate came back to 1 mmol/L after reaching 3.1 mmol/L; SpO2 varied between 90% and 98%, with the latest value 94%; the last snapshot shows MAP 88 mmHg with systolic BP 122 mmHg.","episode_id":"iv_000408","anchor_time":33.383333} {"id":"MED_iv_000408_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 varied between 90% and 98%, with the latest value 94%; the recent WBC reading was 18.4 K/uL; the latest bedside set shows heart rate 104 bpm and MAP 88 mmHg.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Lactate came back to 1 mmol/L after reaching 3.1 mmol/L; the recent WBC reading was 18.4 K/uL; the current values include systolic BP 122 mmHg and respiratory rate 14 breaths/min.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 varied between 90% and 98%, with the latest value 94%; the recent WBC reading was 18.4 K/uL; the most recent entries show heart rate 104 bpm and MAP 88 mmHg.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Lactate came back to 1 mmol/L after reaching 3.1 mmol/L; the recent WBC reading was 18.4 K/uL; the last snapshot shows systolic BP 122 mmHg with respiratory rate 14 breaths/min.","answer":"D","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Lactate came back to 1 mmol/L after reaching 3.1 mmol/L; the recent WBC reading was 18.4 K/uL; the last snapshot shows systolic BP 122 mmHg with respiratory rate 14 breaths/min.","episode_id":"iv_000408","anchor_time":33.383333} {"id":"MED_iv_000411_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 88% and 99%, with the latest value 97%; respiratory rate varied between 16 breaths/min and 30 breaths/min, with the latest value 28 breaths/min; the latest bedside set shows systolic BP 124 mmHg and respiratory rate 28 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Heart rate varied between 45 bpm and 75 bpm, with the latest value 58 bpm; respiratory rate varied between 16 breaths/min and 30 breaths/min, with the latest value 28 breaths/min; the last snapshot shows MAP 79 mmHg with heart rate 58 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 88% and 99%, with the latest value 97%; respiratory rate varied between 16 breaths/min and 30 breaths/min, with the latest value 28 breaths/min; the current values include systolic BP 124 mmHg and respiratory rate 28 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Heart rate varied between 45 bpm and 75 bpm, with the latest value 58 bpm; respiratory rate varied between 16 breaths/min and 30 breaths/min, with the latest value 28 breaths/min; the most recent entries show MAP 79 mmHg and heart rate 58 bpm.","answer":"D","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Heart rate varied between 45 bpm and 75 bpm, with the latest value 58 bpm; respiratory rate varied between 16 breaths/min and 30 breaths/min, with the latest value 28 breaths/min; the most recent entries show MAP 79 mmHg and heart rate 58 bpm.","episode_id":"iv_000411","anchor_time":59.1} {"id":"MED_iv_000413_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. The recent WBC reading was 13.1 K/uL; the latest heart rate is 93 bpm; the latest MAP is 104 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. The recent WBC reading was 13.1 K/uL; the latest heart rate is 93 bpm; the latest MAP is 104 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. The recent WBC reading was 13.1 K/uL; the latest MAP is 104 mmHg; the latest systolic BP is 162 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 13.1 K/uL; the latest MAP is 104 mmHg; the latest systolic BP is 162 mmHg.","answer":"A","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. The recent WBC reading was 13.1 K/uL; the latest heart rate is 93 bpm; the latest MAP is 104 mmHg.","episode_id":"iv_000413","anchor_time":33.266667} {"id":"MED_iv_000414_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 85% and 97%, with the latest value 96%; heart rate varied between 50 bpm and 72 bpm, with the latest value 62 bpm; the most recent entries show systolic BP 141 mmHg and respiratory rate 17 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Heart rate varied between 50 bpm and 72 bpm, with the latest value 62 bpm; the latest MAP is 93 mmHg; the latest heart rate is 62 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 varied between 85% and 97%, with the latest value 96%; heart rate varied between 50 bpm and 72 bpm, with the latest value 62 bpm; the current values include systolic BP 141 mmHg and respiratory rate 17 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Heart rate varied between 50 bpm and 72 bpm, with the latest value 62 bpm; the latest MAP is 93 mmHg; the latest heart rate is 62 bpm.","answer":"B","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Heart rate varied between 50 bpm and 72 bpm, with the latest value 62 bpm; the latest MAP is 93 mmHg; the latest heart rate is 62 bpm.","episode_id":"iv_000414","anchor_time":17.502222} {"id":"MED_iv_000415_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. The recent WBC reading was 13.3 K/uL; the latest MAP is 89 mmHg; the latest heart rate is 89 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 13.3 K/uL; the latest MAP is 89 mmHg; the latest systolic BP is 121 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 13.3 K/uL; the latest MAP is 89 mmHg; the latest heart rate is 89 bpm.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 13.3 K/uL; the latest MAP is 89 mmHg; the latest systolic BP is 121 mmHg.","answer":"B","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. The recent WBC reading was 13.3 K/uL; the latest MAP is 89 mmHg; the latest systolic BP is 121 mmHg.","episode_id":"iv_000415","anchor_time":50.171944} {"id":"MED_iv_000416_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. WBC ended at 17.5 K/uL after a recent low of 17.1 K/uL; the latest MAP is 128 mmHg; the latest systolic BP is 133 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. WBC ended at 17.5 K/uL after a recent low of 17.1 K/uL; the latest MAP is 128 mmHg; the latest systolic BP is 133 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. WBC ended at 17.5 K/uL after a recent low of 17.1 K/uL; the latest MAP is 128 mmHg; the latest heart rate is 80 bpm.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. WBC ended at 17.5 K/uL after a recent low of 17.1 K/uL; the latest MAP is 128 mmHg; the latest heart rate is 80 bpm.","answer":"A","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. WBC ended at 17.5 K/uL after a recent low of 17.1 K/uL; the latest MAP is 128 mmHg; the latest systolic BP is 133 mmHg.","episode_id":"iv_000416","anchor_time":77.817222} {"id":"MED_iv_000418_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. MAP recovered to 78 mmHg after a recent low of 56 mmHg below 65 mmHg; the latest MAP is 78 mmHg; the latest systolic BP is 126 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 78 mmHg after a recent low of 56 mmHg below 65 mmHg; the latest MAP is 78 mmHg; the latest heart rate is 91 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. MAP recovered to 78 mmHg after a recent low of 56 mmHg below 65 mmHg; the latest MAP is 78 mmHg; the latest systolic BP is 126 mmHg.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. MAP recovered to 78 mmHg after a recent low of 56 mmHg below 65 mmHg; the latest MAP is 78 mmHg; the latest heart rate is 91 bpm.","answer":"A","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. MAP recovered to 78 mmHg after a recent low of 56 mmHg below 65 mmHg; the latest MAP is 78 mmHg; the latest systolic BP is 126 mmHg.","episode_id":"iv_000418","anchor_time":65.429722} {"id":"MED_iv_000418_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. MAP recovered to 78 mmHg after a recent low of 56 mmHg below 65 mmHg; the latest MAP is 78 mmHg; the latest systolic BP is 126 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. MAP recovered to 78 mmHg after a recent low of 56 mmHg below 65 mmHg; the latest MAP is 78 mmHg; the latest systolic BP is 126 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 78 mmHg after a recent low of 56 mmHg below 65 mmHg; the latest heart rate is 91 bpm; the latest MAP is 78 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 78 mmHg after a recent low of 56 mmHg below 65 mmHg; the latest heart rate is 91 bpm; the latest MAP is 78 mmHg.","answer":"D","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 78 mmHg after a recent low of 56 mmHg below 65 mmHg; the latest heart rate is 91 bpm; the latest MAP is 78 mmHg.","episode_id":"iv_000418","anchor_time":65.429722} {"id":"MED_iv_000419_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Urine output most recently reached 100 mL after low intervals down to 25 mL; the latest MAP is 67 mmHg; the latest systolic BP is 120 mmHg.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Urine output most recently reached 100 mL after low intervals down to 25 mL; the latest MAP is 67 mmHg; the latest heart rate is 105 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 100 mL after low intervals down to 25 mL; the latest MAP is 67 mmHg; the latest heart rate is 105 bpm.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Urine output most recently reached 100 mL after low intervals down to 25 mL; the latest MAP is 67 mmHg; the latest systolic BP is 120 mmHg.","answer":"D","answer_text":"Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Urine output most recently reached 100 mL after low intervals down to 25 mL; the latest MAP is 67 mmHg; the latest systolic BP is 120 mmHg.","episode_id":"iv_000419","anchor_time":68.383333} {"id":"MED_iv_000419_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Urine output most recently reached 100 mL after low intervals down to 25 mL; the latest MAP is 67 mmHg; the latest heart rate is 105 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 100 mL after low intervals down to 25 mL; the latest systolic BP is 120 mmHg; the latest respiratory rate is 15 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 100 mL after low intervals down to 25 mL; the latest MAP is 67 mmHg; the latest heart rate is 105 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Urine output most recently reached 100 mL after low intervals down to 25 mL; the latest systolic BP is 120 mmHg; the latest respiratory rate is 15 breaths/min.","answer":"A","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Urine output most recently reached 100 mL after low intervals down to 25 mL; the latest MAP is 67 mmHg; the latest heart rate is 105 bpm.","episode_id":"iv_000419","anchor_time":68.383333} {"id":"MED_iv_000419_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Urine output most recently reached 100 mL after low intervals down to 25 mL; the latest heart rate is 105 bpm; the latest MAP is 67 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 100 mL after low intervals down to 25 mL; the latest systolic BP is 120 mmHg; the latest respiratory rate is 15 breaths/min.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Urine output most recently reached 100 mL after low intervals down to 25 mL; the latest heart rate is 105 bpm; the latest MAP is 67 mmHg.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Urine output most recently reached 100 mL after low intervals down to 25 mL; the latest systolic BP is 120 mmHg; the latest respiratory rate is 15 breaths/min.","answer":"D","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Urine output most recently reached 100 mL after low intervals down to 25 mL; the latest systolic BP is 120 mmHg; the latest respiratory rate is 15 breaths/min.","episode_id":"iv_000419","anchor_time":68.383333} {"id":"MED_iv_000419_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 100 mL after low intervals down to 25 mL; the latest heart rate is 105 bpm; the latest MAP is 67 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Urine output most recently reached 100 mL after low intervals down to 25 mL; the latest heart rate is 105 bpm; the latest MAP is 67 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Urine output most recently reached 100 mL after low intervals down to 25 mL; the latest MAP is 67 mmHg; the latest systolic BP is 120 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 100 mL after low intervals down to 25 mL; the latest MAP is 67 mmHg; the latest systolic BP is 120 mmHg.","answer":"B","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Urine output most recently reached 100 mL after low intervals down to 25 mL; the latest heart rate is 105 bpm; the latest MAP is 67 mmHg.","episode_id":"iv_000419","anchor_time":68.383333} {"id":"MED_iv_000422_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. MAP recovered to 69 mmHg after a recent low of 54 mmHg below 65 mmHg; urine output most recently reached 45 mL after low intervals down to 25 mL; the last snapshot shows MAP 69 mmHg with systolic BP 113 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Systolic BP recovered to 113 mmHg after a recent low of 85 mmHg below 90 mmHg; the recent WBC reading was 12.5 K/uL; the most recent entries show heart rate 71 bpm and MAP 69 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 69 mmHg after a recent low of 54 mmHg below 65 mmHg; urine output most recently reached 45 mL after low intervals down to 25 mL; the latest bedside set shows MAP 69 mmHg and systolic BP 113 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Systolic BP recovered to 113 mmHg after a recent low of 85 mmHg below 90 mmHg; the recent WBC reading was 12.5 K/uL; the current values include heart rate 71 bpm and MAP 69 mmHg.","answer":"D","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Systolic BP recovered to 113 mmHg after a recent low of 85 mmHg below 90 mmHg; the recent WBC reading was 12.5 K/uL; the current values include heart rate 71 bpm and MAP 69 mmHg.","episode_id":"iv_000422","anchor_time":28.589167} {"id":"MED_iv_000425_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. MAP recovered to 74 mmHg after a recent low of 60 mmHg below 65 mmHg; urine output most recently reached 50 mL after low intervals down to 25 mL; the most recent entries show MAP 74 mmHg and systolic BP 122 mmHg.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Urine output most recently reached 50 mL after low intervals down to 25 mL; the latest MAP is 74 mmHg; the latest heart rate is 78 bpm.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. MAP recovered to 74 mmHg after a recent low of 60 mmHg below 65 mmHg; urine output most recently reached 50 mL after low intervals down to 25 mL; the latest bedside set shows MAP 74 mmHg and systolic BP 122 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 50 mL after low intervals down to 25 mL; the latest MAP is 74 mmHg; the latest heart rate is 78 bpm.","answer":"A","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. MAP recovered to 74 mmHg after a recent low of 60 mmHg below 65 mmHg; urine output most recently reached 50 mL after low intervals down to 25 mL; the most recent entries show MAP 74 mmHg and systolic BP 122 mmHg.","episode_id":"iv_000425","anchor_time":25.016667} {"id":"MED_iv_000425_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 74 mmHg after a recent low of 60 mmHg below 65 mmHg; urine output most recently reached 50 mL after low intervals down to 25 mL; the latest bedside set shows systolic BP 122 mmHg and respiratory rate 19 breaths/min.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. MAP recovered to 74 mmHg after a recent low of 60 mmHg below 65 mmHg; urine output most recently reached 50 mL after low intervals down to 25 mL; the last snapshot shows heart rate 78 bpm with MAP 74 mmHg.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. MAP recovered to 74 mmHg after a recent low of 60 mmHg below 65 mmHg; urine output most recently reached 50 mL after low intervals down to 25 mL; the current values include systolic BP 122 mmHg and respiratory rate 19 breaths/min.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. MAP recovered to 74 mmHg after a recent low of 60 mmHg below 65 mmHg; urine output most recently reached 50 mL after low intervals down to 25 mL; the most recent entries show heart rate 78 bpm and MAP 74 mmHg.","answer":"A","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. MAP recovered to 74 mmHg after a recent low of 60 mmHg below 65 mmHg; urine output most recently reached 50 mL after low intervals down to 25 mL; the latest bedside set shows systolic BP 122 mmHg and respiratory rate 19 breaths/min.","episode_id":"iv_000425","anchor_time":25.016667} {"id":"MED_iv_000425_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. MAP recovered to 74 mmHg after a recent low of 60 mmHg below 65 mmHg; urine output most recently reached 50 mL after low intervals down to 25 mL; the latest bedside set shows MAP 74 mmHg and systolic BP 122 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. MAP recovered to 74 mmHg after a recent low of 60 mmHg below 65 mmHg; urine output most recently reached 50 mL after low intervals down to 25 mL; the current values include heart rate 78 bpm and MAP 74 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 74 mmHg after a recent low of 60 mmHg below 65 mmHg; urine output most recently reached 50 mL after low intervals down to 25 mL; the last snapshot shows MAP 74 mmHg with systolic BP 122 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. MAP recovered to 74 mmHg after a recent low of 60 mmHg below 65 mmHg; urine output most recently reached 50 mL after low intervals down to 25 mL; the most recent entries show heart rate 78 bpm and MAP 74 mmHg.","answer":"B","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. MAP recovered to 74 mmHg after a recent low of 60 mmHg below 65 mmHg; urine output most recently reached 50 mL after low intervals down to 25 mL; the current values include heart rate 78 bpm and MAP 74 mmHg.","episode_id":"iv_000425","anchor_time":25.016667} {"id":"MED_iv_000426_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 came back to 85% after reaching 100%; diastolic BP recovered to 47 mmHg after a recent low of 45 mmHg below 50 mmHg; the current values include MAP 66 mmHg and systolic BP 124 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Diastolic BP recovered to 47 mmHg after a recent low of 45 mmHg below 50 mmHg; heart rate returned to 50 bpm after reaching 74 bpm; the most recent entries show heart rate 50 bpm and MAP 66 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 came back to 85% after reaching 100%; diastolic BP recovered to 47 mmHg after a recent low of 45 mmHg below 50 mmHg; the latest bedside set shows MAP 66 mmHg and systolic BP 124 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Diastolic BP recovered to 47 mmHg after a recent low of 45 mmHg below 50 mmHg; heart rate returned to 50 bpm after reaching 74 bpm; the last snapshot shows heart rate 50 bpm with MAP 66 mmHg.","answer":"D","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Diastolic BP recovered to 47 mmHg after a recent low of 45 mmHg below 50 mmHg; heart rate returned to 50 bpm after reaching 74 bpm; the last snapshot shows heart rate 50 bpm with MAP 66 mmHg.","episode_id":"iv_000426","anchor_time":72.983333} {"id":"MED_iv_000427_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. WBC ended at 11.5 K/uL after a recent low of 1 K/uL; creatinine was 2.4 mg/dL on the available recent reading; the current values include MAP 66 mmHg and heart rate 91 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate varied between 17 breaths/min and 39 breaths/min, with the latest value 25 breaths/min; WBC ended at 11.5 K/uL after a recent low of 1 K/uL; the most recent entries show MAP 66 mmHg and systolic BP 97 mmHg.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. WBC ended at 11.5 K/uL after a recent low of 1 K/uL; creatinine was 2.4 mg/dL on the available recent reading; the latest bedside set shows MAP 66 mmHg and heart rate 91 bpm.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate varied between 17 breaths/min and 39 breaths/min, with the latest value 25 breaths/min; WBC ended at 11.5 K/uL after a recent low of 1 K/uL; the last snapshot shows MAP 66 mmHg with systolic BP 97 mmHg.","answer":"D","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate varied between 17 breaths/min and 39 breaths/min, with the latest value 25 breaths/min; WBC ended at 11.5 K/uL after a recent low of 1 K/uL; the last snapshot shows MAP 66 mmHg with systolic BP 97 mmHg.","episode_id":"iv_000427","anchor_time":351.4} {"id":"MED_iv_000427_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate varied between 17 breaths/min and 39 breaths/min, with the latest value 25 breaths/min; creatinine was 2.4 mg/dL on the available recent reading; the most recent entries show systolic BP 97 mmHg and respiratory rate 25 breaths/min.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. MAP recovered to 66 mmHg after a recent low of 61 mmHg below 65 mmHg; systolic BP recovered to 97 mmHg after a recent low of 97 mmHg below 90 mmHg; the latest bedside set shows heart rate 91 bpm and MAP 66 mmHg.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. MAP recovered to 66 mmHg after a recent low of 61 mmHg below 65 mmHg; systolic BP recovered to 97 mmHg after a recent low of 97 mmHg below 90 mmHg; the current values include heart rate 91 bpm and MAP 66 mmHg.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate varied between 17 breaths/min and 39 breaths/min, with the latest value 25 breaths/min; creatinine was 2.4 mg/dL on the available recent reading; the last snapshot shows systolic BP 97 mmHg with respiratory rate 25 breaths/min.","answer":"A","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate varied between 17 breaths/min and 39 breaths/min, with the latest value 25 breaths/min; creatinine was 2.4 mg/dL on the available recent reading; the most recent entries show systolic BP 97 mmHg and respiratory rate 25 breaths/min.","episode_id":"iv_000427","anchor_time":351.4} {"id":"MED_iv_000427_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Respiratory rate varied between 17 breaths/min and 39 breaths/min, with the latest value 25 breaths/min; WBC ended at 11.5 K/uL after a recent low of 1 K/uL; the current values include MAP 66 mmHg and systolic BP 97 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate varied between 17 breaths/min and 39 breaths/min, with the latest value 25 breaths/min; WBC ended at 11.5 K/uL after a recent low of 1 K/uL; the latest bedside set shows MAP 66 mmHg and systolic BP 97 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. MAP recovered to 66 mmHg after a recent low of 61 mmHg below 65 mmHg; systolic BP recovered to 97 mmHg after a recent low of 97 mmHg below 90 mmHg; the most recent entries show heart rate 91 bpm and MAP 66 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. MAP recovered to 66 mmHg after a recent low of 61 mmHg below 65 mmHg; systolic BP recovered to 97 mmHg after a recent low of 97 mmHg below 90 mmHg; the last snapshot shows heart rate 91 bpm with MAP 66 mmHg.","answer":"D","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. MAP recovered to 66 mmHg after a recent low of 61 mmHg below 65 mmHg; systolic BP recovered to 97 mmHg after a recent low of 97 mmHg below 90 mmHg; the last snapshot shows heart rate 91 bpm with MAP 66 mmHg.","episode_id":"iv_000427","anchor_time":351.4} {"id":"MED_iv_000432_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate varied between 15 breaths/min and 35 breaths/min, with the latest value 27 breaths/min; MAP recovered to 97 mmHg after a recent low of 62 mmHg below 65 mmHg; the last snapshot shows systolic BP 127 mmHg with respiratory rate 27 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. MAP recovered to 97 mmHg after a recent low of 62 mmHg below 65 mmHg; the latest MAP is 97 mmHg; the latest heart rate is 115 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate varied between 15 breaths/min and 35 breaths/min, with the latest value 27 breaths/min; MAP recovered to 97 mmHg after a recent low of 62 mmHg below 65 mmHg; the most recent entries show systolic BP 127 mmHg and respiratory rate 27 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. MAP recovered to 97 mmHg after a recent low of 62 mmHg below 65 mmHg; the latest MAP is 97 mmHg; the latest heart rate is 115 bpm.","answer":"D","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. MAP recovered to 97 mmHg after a recent low of 62 mmHg below 65 mmHg; the latest MAP is 97 mmHg; the latest heart rate is 115 bpm.","episode_id":"iv_000432","anchor_time":44.313333} {"id":"MED_iv_000434_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 ended at 99% after dropping as low as 85%; the recent WBC reading was 15.2 K/uL; the last snapshot shows systolic BP 160 mmHg with respiratory rate 18 breaths/min.\nB. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Heart rate varied between 50 bpm and 106 bpm, with the latest value 105 bpm; the recent WBC reading was 15.2 K/uL; the latest bedside set shows heart rate 105 bpm and MAP 111 mmHg.\nC. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Heart rate varied between 50 bpm and 106 bpm, with the latest value 105 bpm; the recent WBC reading was 15.2 K/uL; the most recent entries show heart rate 105 bpm and MAP 111 mmHg.\nD. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 ended at 99% after dropping as low as 85%; the recent WBC reading was 15.2 K/uL; the current values include systolic BP 160 mmHg and respiratory rate 18 breaths/min.","answer":"D","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 ended at 99% after dropping as low as 85%; the recent WBC reading was 15.2 K/uL; the current values include systolic BP 160 mmHg and respiratory rate 18 breaths/min.","episode_id":"iv_000434","anchor_time":35.133333} {"id":"MED_iv_000436_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 90% and 100%, with the latest value 94%; the recent WBC reading was 15 K/uL; the last snapshot shows heart rate 70 bpm with MAP 66 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 90% and 100%, with the latest value 94%; the recent WBC reading was 15 K/uL; the most recent entries show heart rate 70 bpm and MAP 66 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Urine output most recently reached 15 mL after low intervals down to 12 mL; creatinine was 2.8 mg/dL on the available recent reading; the latest bedside set shows MAP 66 mmHg and systolic BP 117 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Urine output most recently reached 15 mL after low intervals down to 12 mL; creatinine was 2.8 mg/dL on the available recent reading; the current values include MAP 66 mmHg and systolic BP 117 mmHg.","answer":"A","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 90% and 100%, with the latest value 94%; the recent WBC reading was 15 K/uL; the last snapshot shows heart rate 70 bpm with MAP 66 mmHg.","episode_id":"iv_000436","anchor_time":86.716111} {"id":"MED_iv_000440_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate ended at 25 breaths/min after a recent low of 12 breaths/min; the latest systolic BP is 131 mmHg; the latest respiratory rate is 25 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate ended at 25 breaths/min after a recent low of 12 breaths/min; the latest systolic BP is 131 mmHg; the latest respiratory rate is 25 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate ended at 25 breaths/min after a recent low of 12 breaths/min; the latest MAP is 91 mmHg; the latest heart rate is 76 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate ended at 25 breaths/min after a recent low of 12 breaths/min; the latest MAP is 91 mmHg; the latest heart rate is 76 bpm.","answer":"D","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate ended at 25 breaths/min after a recent low of 12 breaths/min; the latest MAP is 91 mmHg; the latest heart rate is 76 bpm.","episode_id":"iv_000440","anchor_time":49.106389} {"id":"MED_iv_000443_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Urine output most recently reached 25 mL after low intervals down to 20 mL; respiratory rate varied between 10 breaths/min and 27 breaths/min, with the latest value 24 breaths/min; the current values include systolic BP 110 mmHg and respiratory rate 24 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Lactate was 2 mmol/L on the available recent reading; respiratory rate varied between 10 breaths/min and 27 breaths/min, with the latest value 24 breaths/min; the most recent entries show MAP 81 mmHg and heart rate 79 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Urine output most recently reached 25 mL after low intervals down to 20 mL; respiratory rate varied between 10 breaths/min and 27 breaths/min, with the latest value 24 breaths/min; the latest bedside set shows systolic BP 110 mmHg and respiratory rate 24 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Lactate was 2 mmol/L on the available recent reading; respiratory rate varied between 10 breaths/min and 27 breaths/min, with the latest value 24 breaths/min; the last snapshot shows MAP 81 mmHg with heart rate 79 bpm.","answer":"B","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Lactate was 2 mmol/L on the available recent reading; respiratory rate varied between 10 breaths/min and 27 breaths/min, with the latest value 24 breaths/min; the most recent entries show MAP 81 mmHg and heart rate 79 bpm.","episode_id":"iv_000443","anchor_time":26.945833} {"id":"MED_iv_000443_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate varied between 10 breaths/min and 27 breaths/min, with the latest value 24 breaths/min; WBC returned to 16.8 K/uL after reaching 26.9 K/uL; the current values include heart rate 79 bpm and MAP 81 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 25 mL after low intervals down to 20 mL; respiratory rate varied between 10 breaths/min and 27 breaths/min, with the latest value 24 breaths/min; the most recent entries show systolic BP 110 mmHg and respiratory rate 24 breaths/min.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 10 breaths/min and 27 breaths/min, with the latest value 24 breaths/min; WBC returned to 16.8 K/uL after reaching 26.9 K/uL; the latest bedside set shows heart rate 79 bpm and MAP 81 mmHg.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Urine output most recently reached 25 mL after low intervals down to 20 mL; respiratory rate varied between 10 breaths/min and 27 breaths/min, with the latest value 24 breaths/min; the last snapshot shows systolic BP 110 mmHg with respiratory rate 24 breaths/min.","answer":"B","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Urine output most recently reached 25 mL after low intervals down to 20 mL; respiratory rate varied between 10 breaths/min and 27 breaths/min, with the latest value 24 breaths/min; the most recent entries show systolic BP 110 mmHg and respiratory rate 24 breaths/min.","episode_id":"iv_000443","anchor_time":26.945833} {"id":"MED_iv_000445_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 85% and 99%, with the latest value 98%; the recent WBC reading was 15.6 K/uL; the current values include systolic BP 142 mmHg and respiratory rate 16 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 85% and 99%, with the latest value 98%; the recent WBC reading was 15.6 K/uL; the most recent entries show systolic BP 142 mmHg and respiratory rate 16 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 15.6 K/uL; the latest MAP is 89 mmHg; the latest heart rate is 81 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 15.6 K/uL; the latest MAP is 89 mmHg; the latest heart rate is 81 bpm.","answer":"D","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 15.6 K/uL; the latest MAP is 89 mmHg; the latest heart rate is 81 bpm.","episode_id":"iv_000445","anchor_time":71.226667} {"id":"MED_iv_000448_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. The recent WBC reading was 16.8 K/uL; the latest MAP is 97 mmHg; the latest heart rate is 69 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Urine output most recently reached 30 mL after low intervals down to 30 mL; the recent WBC reading was 16.8 K/uL; the latest bedside set shows MAP 97 mmHg and systolic BP 149 mmHg.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 30 mL after low intervals down to 30 mL; the recent WBC reading was 16.8 K/uL; the most recent entries show MAP 97 mmHg and systolic BP 149 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. The recent WBC reading was 16.8 K/uL; the latest MAP is 97 mmHg; the latest heart rate is 69 bpm.","answer":"B","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Urine output most recently reached 30 mL after low intervals down to 30 mL; the recent WBC reading was 16.8 K/uL; the latest bedside set shows MAP 97 mmHg and systolic BP 149 mmHg.","episode_id":"iv_000448","anchor_time":31.494167} {"id":"MED_iv_000450_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 85% and 100%, with the latest value 98%; the latest systolic BP is 135 mmHg; the latest respiratory rate is 21 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 85% and 100%, with the latest value 98%; the latest systolic BP is 135 mmHg; the latest respiratory rate is 21 breaths/min.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 85% and 100%, with the latest value 98%; the latest MAP is 77 mmHg; the latest heart rate is 87 bpm.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 85% and 100%, with the latest value 98%; the latest MAP is 77 mmHg; the latest heart rate is 87 bpm.","answer":"D","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 85% and 100%, with the latest value 98%; the latest MAP is 77 mmHg; the latest heart rate is 87 bpm.","episode_id":"iv_000450","anchor_time":89.266667} {"id":"MED_iv_000452_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Heart rate returned to 50 bpm after reaching 97 bpm; MAP recovered to 62 mmHg after a recent low of 62 mmHg below 65 mmHg; the last snapshot shows MAP 62 mmHg with heart rate 50 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate returned to 50 bpm after reaching 97 bpm; MAP recovered to 62 mmHg after a recent low of 62 mmHg below 65 mmHg; the most recent entries show MAP 62 mmHg and heart rate 50 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 came back to 85% after reaching 99%; MAP recovered to 62 mmHg after a recent low of 62 mmHg below 65 mmHg; the latest bedside set shows systolic BP 93 mmHg and respiratory rate 15 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 came back to 85% after reaching 99%; MAP recovered to 62 mmHg after a recent low of 62 mmHg below 65 mmHg; the current values include systolic BP 93 mmHg and respiratory rate 15 breaths/min.","answer":"B","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate returned to 50 bpm after reaching 97 bpm; MAP recovered to 62 mmHg after a recent low of 62 mmHg below 65 mmHg; the most recent entries show MAP 62 mmHg and heart rate 50 bpm.","episode_id":"iv_000452","anchor_time":77.588056} {"id":"MED_iv_000452_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Systolic BP recovered to 93 mmHg after a recent low of 93 mmHg below 90 mmHg; the recent WBC reading was 12 K/uL; the most recent entries show heart rate 50 bpm and MAP 62 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 came back to 85% after reaching 99%; heart rate returned to 50 bpm after reaching 97 bpm; the current values include MAP 62 mmHg and systolic BP 93 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 came back to 85% after reaching 99%; heart rate returned to 50 bpm after reaching 97 bpm; the latest bedside set shows MAP 62 mmHg and systolic BP 93 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Systolic BP recovered to 93 mmHg after a recent low of 93 mmHg below 90 mmHg; the recent WBC reading was 12 K/uL; the last snapshot shows heart rate 50 bpm with MAP 62 mmHg.","answer":"D","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Systolic BP recovered to 93 mmHg after a recent low of 93 mmHg below 90 mmHg; the recent WBC reading was 12 K/uL; the last snapshot shows heart rate 50 bpm with MAP 62 mmHg.","episode_id":"iv_000452","anchor_time":77.588056} {"id":"MED_iv_000453_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. The recent WBC reading was 31.7 K/uL; systolic BP recovered to 100 mmHg after a recent low of 86 mmHg below 90 mmHg; the current values include systolic BP 100 mmHg and respiratory rate 24 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Respiratory rate varied between 18 breaths/min and 30 breaths/min, with the latest value 24 breaths/min; systolic BP recovered to 100 mmHg after a recent low of 86 mmHg below 90 mmHg; the last snapshot shows MAP 77 mmHg with heart rate 96 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. The recent WBC reading was 31.7 K/uL; systolic BP recovered to 100 mmHg after a recent low of 86 mmHg below 90 mmHg; the latest bedside set shows systolic BP 100 mmHg and respiratory rate 24 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate varied between 18 breaths/min and 30 breaths/min, with the latest value 24 breaths/min; systolic BP recovered to 100 mmHg after a recent low of 86 mmHg below 90 mmHg; the most recent entries show MAP 77 mmHg and heart rate 96 bpm.","answer":"D","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate varied between 18 breaths/min and 30 breaths/min, with the latest value 24 breaths/min; systolic BP recovered to 100 mmHg after a recent low of 86 mmHg below 90 mmHg; the most recent entries show MAP 77 mmHg and heart rate 96 bpm.","episode_id":"iv_000453","anchor_time":49.553889} {"id":"MED_iv_000457_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 ended at 99% after dropping as low as 85%; respiratory rate varied between 12 breaths/min and 31 breaths/min, with the latest value 22 breaths/min; the latest bedside set shows MAP 78 mmHg and systolic BP 108 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 ended at 99% after dropping as low as 85%; respiratory rate varied between 12 breaths/min and 31 breaths/min, with the latest value 22 breaths/min; the most recent entries show heart rate 85 bpm and MAP 78 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 ended at 99% after dropping as low as 85%; respiratory rate varied between 12 breaths/min and 31 breaths/min, with the latest value 22 breaths/min; the current values include MAP 78 mmHg and systolic BP 108 mmHg.\nD. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 ended at 99% after dropping as low as 85%; respiratory rate varied between 12 breaths/min and 31 breaths/min, with the latest value 22 breaths/min; the last snapshot shows heart rate 85 bpm with MAP 78 mmHg.","answer":"D","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. SpO2 ended at 99% after dropping as low as 85%; respiratory rate varied between 12 breaths/min and 31 breaths/min, with the latest value 22 breaths/min; the last snapshot shows heart rate 85 bpm with MAP 78 mmHg.","episode_id":"iv_000457","anchor_time":45.021944} {"id":"MED_iv_000459_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Urine output most recently reached 50 mL after low intervals down to 30 mL; the latest MAP is 94 mmHg; the latest systolic BP is 147 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Urine output most recently reached 50 mL after low intervals down to 30 mL; the latest heart rate is 104 bpm; the latest MAP is 94 mmHg.\nC. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Urine output most recently reached 50 mL after low intervals down to 30 mL; the latest heart rate is 104 bpm; the latest MAP is 94 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 50 mL after low intervals down to 30 mL; the latest MAP is 94 mmHg; the latest systolic BP is 147 mmHg.","answer":"B","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Urine output most recently reached 50 mL after low intervals down to 30 mL; the latest heart rate is 104 bpm; the latest MAP is 94 mmHg.","episode_id":"iv_000459","anchor_time":75.924444} {"id":"MED_iv_000460_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. Heart rate varied between 50 bpm and 89 bpm, with the latest value 77 bpm; SpO2 ended at 97% after dropping as low as 89%; the current values include MAP 72 mmHg and systolic BP 99 mmHg.\nB. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Heart rate varied between 50 bpm and 89 bpm, with the latest value 77 bpm; SpO2 ended at 97% after dropping as low as 89%; the latest bedside set shows MAP 72 mmHg and systolic BP 99 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Systolic BP recovered to 99 mmHg after a recent low of 92 mmHg below 90 mmHg; the recent WBC reading was 14.5 K/uL; the most recent entries show heart rate 77 bpm and MAP 72 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Systolic BP recovered to 99 mmHg after a recent low of 92 mmHg below 90 mmHg; the recent WBC reading was 14.5 K/uL; the last snapshot shows heart rate 77 bpm with MAP 72 mmHg.","answer":"D","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Systolic BP recovered to 99 mmHg after a recent low of 92 mmHg below 90 mmHg; the recent WBC reading was 14.5 K/uL; the last snapshot shows heart rate 77 bpm with MAP 72 mmHg.","episode_id":"iv_000460","anchor_time":68.25} {"id":"MED_iv_000461_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. MAP recovered to 76 mmHg after a recent low of 49 mmHg below 65 mmHg; systolic BP recovered to 108 mmHg after a recent low of 87 mmHg below 90 mmHg; the current values include systolic BP 108 mmHg and respiratory rate 18 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Diastolic BP recovered to 67 mmHg after a recent low of 38 mmHg below 50 mmHg; systolic BP recovered to 108 mmHg after a recent low of 87 mmHg below 90 mmHg; the latest bedside set shows MAP 76 mmHg and heart rate 77 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. MAP recovered to 76 mmHg after a recent low of 49 mmHg below 65 mmHg; systolic BP recovered to 108 mmHg after a recent low of 87 mmHg below 90 mmHg; the most recent entries show systolic BP 108 mmHg and respiratory rate 18 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Diastolic BP recovered to 67 mmHg after a recent low of 38 mmHg below 50 mmHg; systolic BP recovered to 108 mmHg after a recent low of 87 mmHg below 90 mmHg; the last snapshot shows MAP 76 mmHg with heart rate 77 bpm.","answer":"D","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Diastolic BP recovered to 67 mmHg after a recent low of 38 mmHg below 50 mmHg; systolic BP recovered to 108 mmHg after a recent low of 87 mmHg below 90 mmHg; the last snapshot shows MAP 76 mmHg with heart rate 77 bpm.","episode_id":"iv_000461","anchor_time":111.887778} {"id":"MED_iv_000463_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. WBC ended at 13.5 K/uL after a recent low of 11.9 K/uL; the latest systolic BP is 137 mmHg; the latest respiratory rate is 18 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. WBC ended at 13.5 K/uL after a recent low of 11.9 K/uL; the latest MAP is 86 mmHg; the latest heart rate is 73 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. WBC ended at 13.5 K/uL after a recent low of 11.9 K/uL; the latest systolic BP is 137 mmHg; the latest respiratory rate is 18 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. WBC ended at 13.5 K/uL after a recent low of 11.9 K/uL; the latest MAP is 86 mmHg; the latest heart rate is 73 bpm.","answer":"B","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. WBC ended at 13.5 K/uL after a recent low of 11.9 K/uL; the latest MAP is 86 mmHg; the latest heart rate is 73 bpm.","episode_id":"iv_000463","anchor_time":53.489722} {"id":"MED_iv_000466_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 88% and 100%, with the latest value 97%; the latest MAP is 109 mmHg; the latest heart rate is 97 bpm.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 88% and 100%, with the latest value 97%; the latest MAP is 109 mmHg; the latest systolic BP is 148 mmHg.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 88% and 100%, with the latest value 97%; the latest MAP is 109 mmHg; the latest systolic BP is 148 mmHg.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 88% and 100%, with the latest value 97%; the latest MAP is 109 mmHg; the latest heart rate is 97 bpm.","answer":"B","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 88% and 100%, with the latest value 97%; the latest MAP is 109 mmHg; the latest systolic BP is 148 mmHg.","episode_id":"iv_000466","anchor_time":92.934444} {"id":"MED_iv_000466_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 88% and 100%, with the latest value 97%; the latest MAP is 109 mmHg; the latest heart rate is 97 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 88% and 100%, with the latest value 97%; the latest systolic BP is 148 mmHg; the latest respiratory rate is 21 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 varied between 88% and 100%, with the latest value 97%; the latest systolic BP is 148 mmHg; the latest respiratory rate is 21 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 88% and 100%, with the latest value 97%; the latest MAP is 109 mmHg; the latest heart rate is 97 bpm.","answer":"D","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 88% and 100%, with the latest value 97%; the latest MAP is 109 mmHg; the latest heart rate is 97 bpm.","episode_id":"iv_000466","anchor_time":92.934444} {"id":"MED_iv_000475_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate varied between 17 breaths/min and 36 breaths/min, with the latest value 18 breaths/min; SpO2 varied between 91% and 99%, with the latest value 97%; the most recent entries show MAP 82 mmHg and systolic BP 145 mmHg.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate varied between 17 breaths/min and 36 breaths/min, with the latest value 18 breaths/min; SpO2 varied between 91% and 99%, with the latest value 97%; the last snapshot shows MAP 82 mmHg with systolic BP 145 mmHg.\nC. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 91% and 99%, with the latest value 97%; urine output most recently reached 50 mL after low intervals down to 30 mL; the latest bedside set shows MAP 82 mmHg and heart rate 80 bpm.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 varied between 91% and 99%, with the latest value 97%; urine output most recently reached 50 mL after low intervals down to 30 mL; the current values include MAP 82 mmHg and heart rate 80 bpm.","answer":"B","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. Respiratory rate varied between 17 breaths/min and 36 breaths/min, with the latest value 18 breaths/min; SpO2 varied between 91% and 99%, with the latest value 97%; the last snapshot shows MAP 82 mmHg with systolic BP 145 mmHg.","episode_id":"iv_000475","anchor_time":26.640278} {"id":"MED_iv_000477_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 85% and 95%, with the latest value 93%; the recent WBC reading was 12.5 K/uL; the current values include systolic BP 110 mmHg and respiratory rate 17 breaths/min.\nB. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 12.5 K/uL; the latest MAP is 84 mmHg; the latest heart rate is 75 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 85% and 95%, with the latest value 93%; the recent WBC reading was 12.5 K/uL; the latest bedside set shows systolic BP 110 mmHg and respiratory rate 17 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. The recent WBC reading was 12.5 K/uL; the latest MAP is 84 mmHg; the latest heart rate is 75 bpm.","answer":"B","answer_text":"Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. The recent WBC reading was 12.5 K/uL; the latest MAP is 84 mmHg; the latest heart rate is 75 bpm.","episode_id":"iv_000477","anchor_time":82.163333} {"id":"MED_iv_000479_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Heart rate varied between 50 bpm and 92 bpm, with the latest value 90 bpm; the recent WBC reading was 13.2 K/uL; the last snapshot shows MAP 76 mmHg with heart rate 90 bpm.\nB. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 88% and 98%, with the latest value 97%; heart rate varied between 50 bpm and 92 bpm, with the latest value 90 bpm; the current values include MAP 76 mmHg and systolic BP 122 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Heart rate varied between 50 bpm and 92 bpm, with the latest value 90 bpm; the recent WBC reading was 13.2 K/uL; the most recent entries show MAP 76 mmHg and heart rate 90 bpm.\nD. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 varied between 88% and 98%, with the latest value 97%; heart rate varied between 50 bpm and 92 bpm, with the latest value 90 bpm; the latest bedside set shows MAP 76 mmHg and systolic BP 122 mmHg.","answer":"B","answer_text":"Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 varied between 88% and 98%, with the latest value 97%; heart rate varied between 50 bpm and 92 bpm, with the latest value 90 bpm; the current values include MAP 76 mmHg and systolic BP 122 mmHg.","episode_id":"iv_000479","anchor_time":203.566667} {"id":"MED_iv_000479_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Heart rate varied between 50 bpm and 92 bpm, with the latest value 90 bpm; the recent WBC reading was 13.2 K/uL; the last snapshot shows MAP 76 mmHg with heart rate 90 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate varied between 50 bpm and 92 bpm, with the latest value 90 bpm; the recent WBC reading was 13.2 K/uL; the most recent entries show MAP 76 mmHg and heart rate 90 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 88% and 98%, with the latest value 97%; the recent WBC reading was 13.2 K/uL; the current values include systolic BP 122 mmHg and respiratory rate 14 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 88% and 98%, with the latest value 97%; the recent WBC reading was 13.2 K/uL; the latest bedside set shows systolic BP 122 mmHg and respiratory rate 14 breaths/min.","answer":"B","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Heart rate varied between 50 bpm and 92 bpm, with the latest value 90 bpm; the recent WBC reading was 13.2 K/uL; the most recent entries show MAP 76 mmHg and heart rate 90 bpm.","episode_id":"iv_000479","anchor_time":203.566667} {"id":"MED_iv_000482_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate returned to 12 breaths/min after reaching 35 breaths/min; the recent WBC reading was 13.7 K/uL; the latest bedside set shows systolic BP 112 mmHg and respiratory rate 12 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 500 mL after low intervals down to 20 mL; the recent WBC reading was 13.7 K/uL; the most recent entries show MAP 82 mmHg and heart rate 59 bpm.\nC. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate returned to 12 breaths/min after reaching 35 breaths/min; the recent WBC reading was 13.7 K/uL; the current values include systolic BP 112 mmHg and respiratory rate 12 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Urine output most recently reached 500 mL after low intervals down to 20 mL; the recent WBC reading was 13.7 K/uL; the last snapshot shows MAP 82 mmHg with heart rate 59 bpm.","answer":"B","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Urine output most recently reached 500 mL after low intervals down to 20 mL; the recent WBC reading was 13.7 K/uL; the most recent entries show MAP 82 mmHg and heart rate 59 bpm.","episode_id":"iv_000482","anchor_time":28.383333} {"id":"MED_iv_000485_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate ended at 13 breaths/min after a recent low of 9 breaths/min; the latest MAP is 79 mmHg; the latest heart rate is 63 bpm.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. MAP recovered to 79 mmHg after a recent low of 62 mmHg below 65 mmHg; respiratory rate ended at 13 breaths/min after a recent low of 9 breaths/min; the current values include systolic BP 112 mmHg and respiratory rate 13 breaths/min.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. MAP recovered to 79 mmHg after a recent low of 62 mmHg below 65 mmHg; respiratory rate ended at 13 breaths/min after a recent low of 9 breaths/min; the most recent entries show systolic BP 112 mmHg and respiratory rate 13 breaths/min.\nD. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate ended at 13 breaths/min after a recent low of 9 breaths/min; the latest MAP is 79 mmHg; the latest heart rate is 63 bpm.","answer":"D","answer_text":"Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. Respiratory rate ended at 13 breaths/min after a recent low of 9 breaths/min; the latest MAP is 79 mmHg; the latest heart rate is 63 bpm.","episode_id":"iv_000485","anchor_time":36.432778} {"id":"MED_iv_000495_monitoring_escalation_current_1","question":"Given the current observations, what is the next monitoring step: escalation or continued standard monitoring?\n\nOptions:\nA. Escalate monitoring now: Closer bedside trending is reasonable for the next interval. The abnormal reading is paired with another signal from the same period. SpO2 came back to 62% after reaching 79%; respiratory rate ended at 31 breaths/min after a recent low of 21 breaths/min; the current values include systolic BP 162 mmHg and respiratory rate 31 breaths/min.\nB. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate ended at 31 breaths/min after a recent low of 21 breaths/min; the latest MAP is 103 mmHg; the latest heart rate is 110 bpm.\nC. Continue standard monitoring for now: The current cadence is reasonable for now. The latest values are stable, and the earlier abnormality is not paired with another current decline. SpO2 came back to 62% after reaching 79%; respiratory rate ended at 31 breaths/min after a recent low of 21 breaths/min; the latest bedside set shows systolic BP 162 mmHg and respiratory rate 31 breaths/min.\nD. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. Respiratory rate ended at 31 breaths/min after a recent low of 21 breaths/min; the latest MAP is 103 mmHg; the latest heart rate is 110 bpm.","answer":"B","answer_text":"Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. Respiratory rate ended at 31 breaths/min after a recent low of 21 breaths/min; the latest MAP is 103 mmHg; the latest heart rate is 110 bpm.","episode_id":"iv_000495","anchor_time":100.283333} {"id":"MED_iv_000496_monitoring_escalation_current_0","question":"Based on the observed ICU data so far, choose the next monitoring step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: A higher monitoring cadence is reasonable for now. The recent window has more than one warning sign, so closer checks are reasonable. SpO2 varied between 88% and 96%, with the latest value 95%; heart rate varied between 50 bpm and 105 bpm, with the latest value 101 bpm; the latest bedside set shows MAP 81 mmHg and systolic BP 128 mmHg.\nB. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 88% and 96%, with the latest value 95%; heart rate varied between 50 bpm and 105 bpm, with the latest value 101 bpm; the current values include MAP 81 mmHg and systolic BP 128 mmHg.\nC. Continue standard monitoring for now: No change in monitoring cadence is reasonable for now. Routine monitoring is reasonable while the current bedside picture is not worsening. Heart rate varied between 50 bpm and 105 bpm, with the latest value 101 bpm; the latest MAP is 81 mmHg; the latest heart rate is 101 bpm.\nD. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Heart rate varied between 50 bpm and 105 bpm, with the latest value 101 bpm; the latest MAP is 81 mmHg; the latest heart rate is 101 bpm.","answer":"B","answer_text":"Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 88% and 96%, with the latest value 95%; heart rate varied between 50 bpm and 105 bpm, with the latest value 101 bpm; the current values include MAP 81 mmHg and systolic BP 128 mmHg.","episode_id":"iv_000496","anchor_time":83.616667} {"id":"MED_iv_000496_monitoring_escalation_current_3","question":"Using the observations up to now, select the appropriate next step: escalate monitoring or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. SpO2 varied between 88% and 96%, with the latest value 95%; heart rate varied between 50 bpm and 105 bpm, with the latest value 101 bpm; the most recent entries show heart rate 101 bpm and MAP 81 mmHg.\nB. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 88% and 96%, with the latest value 95%; heart rate varied between 50 bpm and 105 bpm, with the latest value 101 bpm; the last snapshot shows heart rate 101 bpm with MAP 81 mmHg.\nC. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. SpO2 varied between 88% and 96%, with the latest value 95%; heart rate varied between 50 bpm and 105 bpm, with the latest value 101 bpm; the latest bedside set shows MAP 81 mmHg and systolic BP 128 mmHg.\nD. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. SpO2 varied between 88% and 96%, with the latest value 95%; heart rate varied between 50 bpm and 105 bpm, with the latest value 101 bpm; the current values include MAP 81 mmHg and systolic BP 128 mmHg.","answer":"B","answer_text":"Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. SpO2 varied between 88% and 96%, with the latest value 95%; heart rate varied between 50 bpm and 105 bpm, with the latest value 101 bpm; the last snapshot shows heart rate 101 bpm with MAP 81 mmHg.","episode_id":"iv_000496","anchor_time":83.616667} {"id":"MED_iv_000497_monitoring_escalation_current_2","question":"From the available ICU observations, decide whether to escalate monitoring now or continue standard monitoring.\n\nOptions:\nA. Escalate monitoring now: More frequent checks are reasonable for now. Closer checks help confirm that the apparent recovery holds over the next interval. MAP recovered to 77 mmHg after a recent low of 58 mmHg below 65 mmHg; the recent WBC reading was 3.7 K/uL; the current values include heart rate 61 bpm and MAP 77 mmHg.\nB. Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate ended at 10 breaths/min after a recent low of 8 breaths/min; the recent WBC reading was 3.7 K/uL; the most recent entries show systolic BP 106 mmHg and respiratory rate 10 breaths/min.\nC. Continue standard monitoring for now: Routine bedside checks are reasonable for the next interval. The abnormal reading can be watched at the usual cadence while the bedside values remain steady. MAP recovered to 77 mmHg after a recent low of 58 mmHg below 65 mmHg; the recent WBC reading was 3.7 K/uL; the latest bedside set shows heart rate 61 bpm and MAP 77 mmHg.\nD. Continue standard monitoring for now: The standard monitoring level is reasonable here. The last values do not show a pattern that calls for tighter checks. Respiratory rate ended at 10 breaths/min after a recent low of 8 breaths/min; the recent WBC reading was 3.7 K/uL; the last snapshot shows systolic BP 106 mmHg with respiratory rate 10 breaths/min.","answer":"B","answer_text":"Escalate monitoring now: Closer monitoring is reasonable for the next interval. The concern is that the latest numbers look better but still follow a recent threshold breach. Respiratory rate ended at 10 breaths/min after a recent low of 8 breaths/min; the recent WBC reading was 3.7 K/uL; the most recent entries show systolic BP 106 mmHg and respiratory rate 10 breaths/min.","episode_id":"iv_000497","anchor_time":27.109167}