schema_version stringclasses 1
value | event dict | patient_context dict | medical_logic dict | vitals_telemetry listlengths 4 4 | detection_logic dict | simulation dict |
|---|---|---|---|---|---|---|
1.0.0-bio-pulse-sample | {
"confidence": 0.945,
"criticality": "life_threatening",
"id": "BIOPULSE-102300",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T11:03:32Z",
"trace_id": "015914e7-0478-447d-a3d7-dffd01669745"
} | {
"age_group": "18-30",
"existing_conditions": [
"asthma"
],
"phenotype": "pediatric_asthmatic"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 159,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-ACFD2A53",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-2DF224",
"timestamp": "2026-04-12T10:11:32Z",
"vitals": {
"cortisol_ugdl": 6.2,
"glucose": 82.2,
"hr": 87,
"qt_interval_ms": 399,
"spo2": 94,
... | {
"anomaly_score": 0.71,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for pediatric_asthmatic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.869,
"criticality": "medium",
"id": "BIOPULSE-102301",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T15:24:59Z",
"trace_id": "2d98791a-c9b9-4686-a15d-b7e53ea3a0a1"
} | {
"age_group": "18-30",
"existing_conditions": [
"asthma"
],
"phenotype": "pediatric_asthmatic"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 162,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-92DFE5D6",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-844BD0",
"timestamp": "2026-04-12T14:43:59Z",
"vitals": {
"cortisol_ugdl": 8.3,
"glucose": 95.6,
"hr": 110,
"qt_interval_ms": 398,
"spo2": 95,
... | {
"anomaly_score": 0.71,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for pediatric_asthmatic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.861,
"criticality": "high",
"id": "BIOPULSE-102302",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T07:04:14Z",
"trace_id": "63fd24e8-087e-446f-8977-707ff1c422a3"
} | {
"age_group": "70+",
"existing_conditions": [
"frailty",
"polypharmacy"
],
"phenotype": "geriatric_frailty"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 111,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-10E06F9C",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-1AF9FF",
"timestamp": "2026-04-12T06:10:14Z",
"vitals": {
"cortisol_ugdl": 10.2,
"glucose": 102.5,
"hr": 78,
"qt_interval_ms": 440,
"spo2... | {
"anomaly_score": 1,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for geriatric_frailty"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.962,
"criticality": "medium",
"id": "BIOPULSE-102303",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T02:43:24Z",
"trace_id": "2b199831-f7c5-4be4-ad94-7490033d5c83"
} | {
"age_group": "70+",
"existing_conditions": [
"frailty",
"polypharmacy"
],
"phenotype": "geriatric_frailty"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 38,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-32F3154A",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-CEFC66",
"timestamp": "2026-04-12T01:41:24Z",
"vitals": {
"cortisol_ugdl": 10.3,
"glucose": 102.9,
"hr": 81,
"qt_interval_ms": 439,
"spo2... | {
"anomaly_score": 0.8,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for geriatric_frailty"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.93,
"criticality": "medium",
"id": "BIOPULSE-102304",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T17:16:42Z",
"trace_id": "aa7bedb6-22ec-4f15-ab34-0ca558d9a90e"
} | {
"age_group": "70+",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 134,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-DCEAF860",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-D835B7",
"timestamp": "2026-04-12T16:24:42Z",
"vitals": {
"cortisol_ugdl": 7.1,
"glucose": 91.7,
"hr": 75,
"qt_interval_ms": 399,
"spo2": 97,... | {
"anomaly_score": 0.72,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for active_longevity"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.967,
"criticality": "life_threatening",
"id": "BIOPULSE-102305",
"outcome": "patient_stabilized",
"timestamp": "2026-04-13T00:42:06Z",
"trace_id": "76b6c086-a42b-448d-9613-e894092e3f87"
} | {
"age_group": "70+",
"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
],
"phenotype": "sedentary_diabetic"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 44,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-B8B19057",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-53ECA8",
"timestamp": "2026-04-12T23:42:06Z",
"vitals": {
"cortisol_ugdl": 14.5,
"glucose": 152.2,
"hr": 95,
"qt_interval_ms": 426,
"spo2": 9... | {
"anomaly_score": 0.92,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for sedentary_diabetic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.966,
"criticality": "medium",
"id": "BIOPULSE-102306",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T10:40:37Z",
"trace_id": "cb3d02a2-8004-4594-887d-5a854476d9c3"
} | {
"age_group": "51-70",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 122,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-D0912781",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-A464FF",
"timestamp": "2026-04-12T09:36:37Z",
"vitals": {
"cortisol_ugdl": 6.7,
"glucose": 87.5,
"hr": 55,
"qt_interval_ms": 402,
"spo2": 97,
"s... | {
"anomaly_score": 0.86,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for active_longevity"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.926,
"criticality": "high",
"id": "BIOPULSE-102307",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T02:26:06Z",
"trace_id": "b64e86bc-5b1a-466e-bf06-d88017d0fc76"
} | {
"age_group": "51-70",
"existing_conditions": [
"frailty",
"polypharmacy"
],
"phenotype": "geriatric_frailty"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 182,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-312D36E9",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-CFC9DF",
"timestamp": "2026-04-12T01:19:06Z",
"vitals": {
"cortisol_ugdl": 8.5,
"glucose": 100.8,
"hr": 72,
"qt_interval_ms": 428,
"spo2": 95,
... | {
"anomaly_score": 0.96,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for geriatric_frailty"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.869,
"criticality": "life_threatening",
"id": "BIOPULSE-102308",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T07:59:33Z",
"trace_id": "a05e6ec2-5355-465d-87d2-cb8b81af6b26"
} | {
"age_group": "51-70",
"existing_conditions": [
"frailty",
"polypharmacy"
],
"phenotype": "geriatric_frailty"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 100,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-41F22708",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-1D4493",
"timestamp": "2026-04-12T06:47:33Z",
"vitals": {
"cortisol_ugdl": 9.5,
"glucose": 98.1,
"hr": 71,
"qt_interval_ms": 426,
"spo2": 95,
"s... | {
"anomaly_score": 0.81,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for geriatric_frailty"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.904,
"criticality": "life_threatening",
"id": "BIOPULSE-102309",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T19:09:46Z",
"trace_id": "0a0c6198-5eee-49e4-8418-2008bfd1f095"
} | {
"age_group": "18-30",
"existing_conditions": [
"asthma"
],
"phenotype": "pediatric_asthmatic"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 136,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-8B198E5D",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-0E4C20",
"timestamp": "2026-04-12T18:13:46Z",
"vitals": {
"cortisol_ugdl": 7,
"glucose": 85.7,
"hr": 82,
"qt_interval_ms": 398,
"spo2": 94,
"sys... | {
"anomaly_score": 0.73,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for pediatric_asthmatic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.989,
"criticality": "medium",
"id": "BIOPULSE-102310",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T14:29:08Z",
"trace_id": "603055b0-39a0-4e61-88f9-e6cdd0d1bfdf"
} | {
"age_group": "70+",
"existing_conditions": [
"frailty",
"polypharmacy"
],
"phenotype": "geriatric_frailty"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 84,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-EEA45E0E",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-E51BA5",
"timestamp": "2026-04-12T13:20:08Z",
"vitals": {
"cortisol_ugdl": 7.7,
"glucose": 90.2,
"hr": 71,
"qt_interval_ms": 436,
"spo2": 94,
... | {
"anomaly_score": 0.7,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for geriatric_frailty"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.93,
"criticality": "low",
"id": "BIOPULSE-102311",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T13:43:52Z",
"trace_id": "d482b774-874d-42dc-813a-afac4faf5961"
} | {
"age_group": "18-30",
"existing_conditions": [
"asthma"
],
"phenotype": "pediatric_asthmatic"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 132,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-A5B2A911",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-88952E",
"timestamp": "2026-04-12T12:49:52Z",
"vitals": {
"cortisol_ugdl": 9.1,
"glucose": 88.5,
"hr": 92,
"qt_interval_ms": 417,
"spo2": 94,... | {
"anomaly_score": 0.8,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for pediatric_asthmatic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.99,
"criticality": "medium",
"id": "BIOPULSE-102312",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T17:43:56Z",
"trace_id": "73ae2406-a6c8-4068-9b4b-28d3f48ca620"
} | {
"age_group": "51-70",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 46,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-6774E0ED",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-A41A1D",
"timestamp": "2026-04-12T16:45:56Z",
"vitals": {
"cortisol_ugdl": 7.4,
"glucose": 90.5,
"hr": 66,
"qt_interval_ms": 410,
"spo2":... | {
"anomaly_score": 0.73,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for active_longevity"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.96,
"criticality": "low",
"id": "BIOPULSE-102313",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T22:44:13Z",
"trace_id": "c5a62e8d-31ab-4052-9ceb-5f0eec5053a2"
} | {
"age_group": "18-30",
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"asthma"
],
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} | {
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"HEART_RATE_ADRENALINE_JUMP"
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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... | {
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} | {
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.94,
"criticality": "high",
"id": "BIOPULSE-102314",
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"timestamp": "2026-04-12T12:18:10Z",
"trace_id": "ae98d0dc-6662-4c11-b49d-fb370b41b1a2"
} | {
"age_group": "70+",
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"frailty",
"polypharmacy"
],
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} | {
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"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"vitals": {
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... | {
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"signature": "Predictive Drug_Interaction_Toxicity for geriatric_frailty"
} | {
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.978,
"criticality": "life_threatening",
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"trace_id": "123ae42b-9c62-4e27-bc97-8024c9adb835"
} | {
"age_group": "18-30",
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"asthma"
],
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} | {
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"MEDICATION_INGESTION_A",
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"LIVER_ENZYME_DRIFT_SIMULATED",
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"vitals": {
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"signature": "Predictive Drug_Interaction_Toxicity for pediatric_asthmatic"
} | {
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.907,
"criticality": "medium",
"id": "BIOPULSE-102316",
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"timestamp": "2026-04-12T20:29:16Z",
"trace_id": "32072cdb-d183-47ea-81dd-18430c71de94"
} | {
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"anxiety",
"sleep_debt"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
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{
"event_name": "MEDICATION_INGESTION_A",
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"signature": "Predictive Drug_Interaction_Toxicity for high_stress_corporate"
} | {
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.901,
"criticality": "medium",
"id": "BIOPULSE-102317",
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"trace_id": "01a896ff-4dac-4546-8a16-b5267278cbec"
} | {
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"type_2_diabetes",
"hypertension",
"obesity"
],
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} | {
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"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"vitals": {
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... | {
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"signature": "Predictive Drug_Interaction_Toxicity for sedentary_diabetic"
} | {
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.872,
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"trace_id": "02d1dfcd-f56c-44b9-80c2-76e1b11334ea"
} | {
"age_group": "18-30",
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"asthma"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"vitals": {
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... | {
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"signature": "Predictive Septic_Shock_Cascade for pediatric_asthmatic"
} | {
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"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.902,
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"timestamp": "2026-04-12T16:26:26Z",
"trace_id": "7709ed3f-738c-45ba-af4d-6790ce14152b"
} | {
"age_group": "18-30",
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],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"sensor_id": "SENS-44B032",
"timestamp": "2026-04-12T15:19:26Z",
"vitals": {
"cortisol_ugdl": 9.4,
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... | {
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"signature": "Predictive Septic_Shock_Cascade for pediatric_asthmatic"
} | {
"fidelity": "Clinical_Grade",
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.963,
"criticality": "high",
"id": "BIOPULSE-102320",
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"timestamp": "2026-04-12T14:54:26Z",
"trace_id": "850db75e-7574-4863-a519-e1e166e1117a"
} | {
"age_group": "70+",
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"frailty",
"polypharmacy"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"vitals": {
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... | {
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"signature": "Predictive Septic_Shock_Cascade for geriatric_frailty"
} | {
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.954,
"criticality": "low",
"id": "BIOPULSE-102321",
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"timestamp": "2026-04-12T23:05:03Z",
"trace_id": "74ef90d1-f8c6-4560-a979-a707a0f65919"
} | {
"age_group": "51-70",
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"hypertension",
"obesity"
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"timestamp": "2026-04-12T22:10:03Z",
"vitals": {
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"hr": 80,
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"signature": "Predictive Drug_Interaction_Toxicity for sedentary_diabetic"
} | {
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"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.956,
"criticality": "low",
"id": "BIOPULSE-102322",
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"timestamp": "2026-04-12T13:51:44Z",
"trace_id": "10f5b908-0eb1-4900-af5c-03499a5f9804"
} | {
"age_group": "70+",
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"anxiety",
"sleep_debt"
],
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} | {
"causal_chain": [
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"prediction_window_minutes": 221,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"sensor_asset": "Neural_Patch_V2",
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"timestamp": "2026-04-12T13:22:44Z",
"vitals": {
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"glucose": 103,
"hr": 86,
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"spo2"... | {
"anomaly_score": 0.99,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for high_stress_corporate"
} | {
"fidelity": "Clinical_Grade",
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"target_diagnoses": [
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"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.982,
"criticality": "medium",
"id": "BIOPULSE-102323",
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"timestamp": "2026-04-12T08:04:05Z",
"trace_id": "71add9df-2aec-422f-9ab2-857631e5a884"
} | {
"age_group": "51-70",
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"anxiety",
"sleep_debt"
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"phenotype": "high_stress_corporate"
} | {
"causal_chain": [
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"prediction_window_minutes": 119,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-49DE4E5D",
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"sensor_id": "SENS-D7DC66",
"timestamp": "2026-04-12T07:09:05Z",
"vitals": {
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"hr": 91,
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"spo2": 9... | {
"anomaly_score": 0.85,
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"signature": "Predictive Drug_Interaction_Toxicity for high_stress_corporate"
} | {
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.894,
"criticality": "low",
"id": "BIOPULSE-102324",
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"timestamp": "2026-04-12T06:45:12Z",
"trace_id": "da29d232-09cf-411b-97f2-7d9126aac080"
} | {
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"hypertension",
"obesity"
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"timestamp": "2026-04-12T05:52:12Z",
"vitals": {
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"glucose": 151.7,
"hr": 100,
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... | {
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"signature": "Predictive Septic_Shock_Cascade for sedentary_diabetic"
} | {
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.962,
"criticality": "high",
"id": "BIOPULSE-102325",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T22:32:28Z",
"trace_id": "bc5840a2-12b3-4fc5-a156-e9bef6067826"
} | {
"age_group": "31-50",
"existing_conditions": [
"anxiety",
"sleep_debt"
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} | {
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"diagnostic_class": "Septic_Shock_Cascade",
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-41CEF7",
"timestamp": "2026-04-12T21:52:28Z",
"vitals": {
"cortisol_ugdl": 17.2,
"glucose": 102.1,
"hr": 98,
"qt_interval_ms": 419,
"spo2": 9... | {
"anomaly_score": 0.93,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for high_stress_corporate"
} | {
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"target_diagnoses": [
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"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.926,
"criticality": "high",
"id": "BIOPULSE-102326",
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"timestamp": "2026-04-12T06:59:42Z",
"trace_id": "44b05ec3-dd1f-4c45-b292-efc99d520b65"
} | {
"age_group": "18-30",
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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} | {
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{
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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.875,
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} | {
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"cortisol_ugdl",
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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"tracked_biomarkers": [
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{
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "deaf009a-7085-48fb-a1a9-b4f94dcda21b"
} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.861,
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"trace_id": "abc53c34-e75b-473a-9bd4-40146490ee5a"
} | {
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} | {
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"tracked_biomarkers": [
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... | [
{
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"... | {
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "de997d23-e057-4c21-a06c-e9f7645ea961"
} | {
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} | {
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"tracked_biomarkers": [
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"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"vitals": {
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"hr": 70,
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... | {
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.955,
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"timestamp": "2026-04-12T14:19:29Z",
"trace_id": "e9b7de63-f503-4598-a096-60dc444a9dfe"
} | {
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.93,
"criticality": "medium",
"id": "BIOPULSE-102340",
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"trace_id": "59836b66-d949-4ece-a14f-03edaa82e971"
} | {
"age_group": "51-70",
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"anxiety",
"sleep_debt"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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... | {
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} | {
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.931,
"criticality": "high",
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"timestamp": "2026-04-12T23:25:30Z",
"trace_id": "4048ba66-dfaa-42e8-b6b1-1d97b526f22f"
} | {
"age_group": "31-50",
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"none"
],
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} | {
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"BLOOD_PRESSURE_CRASH"
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"sensor_id": "SENS-A50DA0",
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"... | {
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"signature": "Predictive Septic_Shock_Cascade for active_longevity"
} | {
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.971,
"criticality": "medium",
"id": "BIOPULSE-102342",
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"timestamp": "2026-04-12T18:08:42Z",
"trace_id": "0126d0cd-c230-4769-bd7f-26c6e622a0eb"
} | {
"age_group": "18-30",
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"asthma"
],
"phenotype": "pediatric_asthmatic"
} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"sensor_id": "SENS-D2E140",
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"vitals": {
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... | {
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"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for pediatric_asthmatic"
} | {
"fidelity": "Clinical_Grade",
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.967,
"criticality": "high",
"id": "BIOPULSE-102343",
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"timestamp": "2026-04-12T23:29:28Z",
"trace_id": "7936138f-2802-49ba-9e1f-406e8e27ea3b"
} | {
"age_group": "70+",
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"frailty",
"polypharmacy"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"vitals": {
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} | {
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.851,
"criticality": "life_threatening",
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"trace_id": "a40748e1-c87e-4c1d-b7ac-a07aad45359a"
} | {
"age_group": "70+",
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"frailty",
"polypharmacy"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"sensor_id": "SENS-CCD1CD",
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"vitals": {
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... | {
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} | {
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.856,
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"id": "BIOPULSE-102345",
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"timestamp": "2026-04-12T19:41:40Z",
"trace_id": "5fe7f4e8-127c-4b6a-8938-876769e36c56"
} | {
"age_group": "70+",
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"frailty",
"polypharmacy"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"vitals": {
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"signature": "Predictive Septic_Shock_Cascade for geriatric_frailty"
} | {
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.872,
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"timestamp": "2026-04-12T15:57:32Z",
"trace_id": "aa645653-0a83-4706-b521-4bf957a2cb1a"
} | {
"age_group": "51-70",
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"none"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"timestamp": "2026-04-12T15:11:32Z",
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... | {
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"signature": "Predictive Drug_Interaction_Toxicity for active_longevity"
} | {
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
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]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.898,
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"id": "BIOPULSE-102347",
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"timestamp": "2026-04-12T17:15:44Z",
"trace_id": "64405bb1-b1ff-4b4c-9be9-34d2164465c7"
} | {
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"none"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"sensor_id": "SENS-E1CEB7",
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"vitals": {
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"signature": "Predictive Drug_Interaction_Toxicity for active_longevity"
} | {
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.958,
"criticality": "life_threatening",
"id": "BIOPULSE-102348",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T01:26:58Z",
"trace_id": "83aa06a9-b384-4963-b174-6e45efee07ae"
} | {
"age_group": "18-30",
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"asthma"
],
"phenotype": "pediatric_asthmatic"
} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"sensor_id": "SENS-1C9B65",
"timestamp": "2026-04-12T00:07:58Z",
"vitals": {
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... | {
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"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for pediatric_asthmatic"
} | {
"fidelity": "Clinical_Grade",
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"target_diagnoses": [
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"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.869,
"criticality": "medium",
"id": "BIOPULSE-102349",
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"timestamp": "2026-04-12T06:12:36Z",
"trace_id": "3eb95af9-6556-447c-ad44-07b8bd97b23b"
} | {
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"type_2_diabetes",
"hypertension",
"obesity"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"sensor_id": "SENS-E99B00",
"timestamp": "2026-04-12T05:21:36Z",
"vitals": {
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"hr": 93,
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... | {
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"signature": "Predictive Septic_Shock_Cascade for sedentary_diabetic"
} | {
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"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.855,
"criticality": "medium",
"id": "BIOPULSE-102350",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T01:54:56Z",
"trace_id": "8b862132-a2ad-4b8d-886f-043b601e2a6e"
} | {
"age_group": "70+",
"existing_conditions": [
"frailty",
"polypharmacy"
],
"phenotype": "geriatric_frailty"
} | {
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"prediction_window_minutes": 182,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-39839A42",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-C4D675",
"timestamp": "2026-04-12T00:42:56Z",
"vitals": {
"cortisol_ugdl": 8.3,
"glucose": 97.9,
"hr": 72,
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"s... | {
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"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for geriatric_frailty"
} | {
"fidelity": "Clinical_Grade",
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"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.878,
"criticality": "low",
"id": "BIOPULSE-102351",
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"timestamp": "2026-04-12T11:33:06Z",
"trace_id": "d5843f28-8f42-4869-a388-f0bcdeda7550"
} | {
"age_group": "18-30",
"existing_conditions": [
"asthma"
],
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} | {
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"prediction_window_minutes": 23,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"sensor_asset": "O2_Ring",
"sensor_id": "SENS-3F4E0F",
"timestamp": "2026-04-12T11:02:06Z",
"vitals": {
"cortisol_ugdl": 9,
"glucose": 89.9,
"hr": 90,
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... | {
"anomaly_score": 0.95,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for pediatric_asthmatic"
} | {
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"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.909,
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"id": "BIOPULSE-102352",
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"timestamp": "2026-04-12T04:48:32Z",
"trace_id": "ce0be680-6a44-47b5-aef4-eab5b34ac153"
} | {
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"frailty",
"polypharmacy"
],
"phenotype": "geriatric_frailty"
} | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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{
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1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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... | {
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} |
1.0.0-bio-pulse-sample | {
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} | {
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{
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... | {
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} | {
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]
} |
1.0.0-bio-pulse-sample | {
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} | {
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{
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} | {
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} |
1.0.0-bio-pulse-sample | {
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} | {
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{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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"tracked_biomarkers": [
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... | [
{
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"hr": 58,
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... | {
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"signature": "Predictive Nocturnal_Hypoglycemia for active_longevity"
} | {
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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} | {
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{
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} |
1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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{
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} |
1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.855,
"criticality": "life_threatening",
"id": "BIOPULSE-102392",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T03:41:48Z",
"trace_id": "8d745dc4-edb7-488a-98ac-d416d47f1bb9"
} | {
"age_group": "31-50",
"existing_conditions": [
"anxiety",
"sleep_debt"
],
"phenotype": "high_stress_corporate"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 48,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-67B368D3",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-D10DC7",
"timestamp": "2026-04-12T02:34:48Z",
"vitals": {
"cortisol_ugdl": 16.7,
"glucose": 96.4,
"hr": 84,
"qt_interval_ms": 422,
"spo2": 97,
"... | {
"anomaly_score": 0.94,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for high_stress_corporate"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.961,
"criticality": "medium",
"id": "BIOPULSE-102393",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T10:12:46Z",
"trace_id": "6493cd76-a967-4920-a3de-c221746246a9"
} | {
"age_group": "51-70",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 40,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-B1636958",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-E45581",
"timestamp": "2026-04-12T09:34:46Z",
"vitals": {
"cortisol_ugdl": 8.3,
"glucose": 98.2,
"hr": 64,
"qt_interval_ms": 406,
"spo2": 99,... | {
"anomaly_score": 0.98,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for active_longevity"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.962,
"criticality": "high",
"id": "BIOPULSE-102394",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T17:43:20Z",
"trace_id": "022b1654-dfd2-4a98-97eb-c42330eec090"
} | {
"age_group": "18-30",
"existing_conditions": [
"asthma"
],
"phenotype": "pediatric_asthmatic"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 104,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-401192B7",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-F501DF",
"timestamp": "2026-04-12T16:46:20Z",
"vitals": {
"cortisol_ugdl": 9.8,
"glucose": 93.9,
"hr": 102,
"qt_interval_ms": 405,
"spo2": 95,... | {
"anomaly_score": 0.94,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for pediatric_asthmatic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.873,
"criticality": "low",
"id": "BIOPULSE-102395",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T07:37:21Z",
"trace_id": "065442c2-20d6-4649-be91-0dd21122ee65"
} | {
"age_group": "51-70",
"existing_conditions": [
"frailty",
"polypharmacy"
],
"phenotype": "geriatric_frailty"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 100,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-EA1A70F8",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-28B730",
"timestamp": "2026-04-12T06:42:21Z",
"vitals": {
"cortisol_ugdl": 9,
"glucose": 99.2,
"hr": 76,
"qt_interval_ms": 441,
"spo2": ... | {
"anomaly_score": 0.91,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for geriatric_frailty"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.888,
"criticality": "life_threatening",
"id": "BIOPULSE-102396",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T16:43:42Z",
"trace_id": "0555ebab-d517-4f78-89c8-422884a89f44"
} | {
"age_group": "51-70",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 107,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-D227C362",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-B80973",
"timestamp": "2026-04-12T15:47:42Z",
"vitals": {
"cortisol_ugdl": 7.9,
"glucose": 96.5,
"hr": 74,
"qt_interval_ms": 398,
"spo2": 98,... | {
"anomaly_score": 0.84,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for active_longevity"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.98,
"criticality": "high",
"id": "BIOPULSE-102397",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T04:18:00Z",
"trace_id": "81d812d3-da1f-42bf-a782-a037d6db3476"
} | {
"age_group": "70+",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 215,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-C1028E8B",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-5B24F8",
"timestamp": "2026-04-12T03:35:00Z",
"vitals": {
"cortisol_ugdl": 7.5,
"glucose": 97.1,
"hr": 67,
"qt_interval_ms": 420,
"spo2"... | {
"anomaly_score": 0.81,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for active_longevity"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.872,
"criticality": "low",
"id": "BIOPULSE-102398",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T19:16:10Z",
"trace_id": "48225e33-cae5-4236-90eb-fb101a09db57"
} | {
"age_group": "31-50",
"existing_conditions": [
"anxiety",
"sleep_debt"
],
"phenotype": "high_stress_corporate"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 210,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-C859D06C",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-EA12D2",
"timestamp": "2026-04-12T18:16:10Z",
"vitals": {
"cortisol_ugdl": 17.9,
"glucose": 102.8,
"hr": 98,
"qt_interval_ms": 422,
"spo2": 98,
... | {
"anomaly_score": 0.86,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for high_stress_corporate"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.87,
"criticality": "high",
"id": "BIOPULSE-102399",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T14:17:59Z",
"trace_id": "327c6740-4230-4446-b547-a66e4e7c2f81"
} | {
"age_group": "51-70",
"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
],
"phenotype": "sedentary_diabetic"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 206,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-4427C2C1",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-A6BF39",
"timestamp": "2026-04-12T13:22:59Z",
"vitals": {
"cortisol_ugdl": 14.4,
"glucose": 145.1,
"hr": 81,
"qt_interval_ms": 429,
"spo2": 9... | {
"anomaly_score": 0.87,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for sedentary_diabetic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
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