Datasets:
uid stringclasses 10
values | dataset_id stringclasses 1
value | care_setting stringclasses 4
values | obs_frequency_prescribed_signal stringclasses 2
values | obs_frequency_done_signal stringclasses 3
values | ews_score_signal int64 5 10 | ews_trigger_threshold int64 5 7 | escalation_required_signal stringclasses 2
values | escalation_done_signal stringclasses 3
values | review_completed_signal stringclasses 3
values | review_timing_signal stringclasses 4
values | action_plan_documented_signal stringclasses 3
values | clinical_summary stringclasses 10
values | question stringclasses 1
value | ground_truth_label stringclasses 2
values | ground_truth_rationale stringclasses 10
values | outcome_signal stringclasses 3
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
COCE-001 | clinical-observation-chart-escalation-response-coherence-risk-v0.1 | Ward | high | high | 9 | 7 | yes | yes | yes | on_time | yes | High NEWS. Escalation done, review on time, action plan recorded. | Is observation chart vs escalation response coherent. Answer coherent or incoherent. | coherent | Closed deterioration loop. | stable | Synthetic |
COCE-002 | clinical-observation-chart-escalation-response-coherence-risk-v0.1 | Ward | high | low | 8 | 7 | yes | no | no | none | no | High NEWS but obs missed and no escalation. | Is observation chart vs escalation response coherent. Answer coherent or incoherent. | incoherent | Obs and escalation failure. | harm_risk | Synthetic |
COCE-003 | clinical-observation-chart-escalation-response-coherence-risk-v0.1 | Ward | moderate | moderate | 7 | 7 | yes | yes | no | none | no | Trigger met, escalation done but no review occurred. | Is observation chart vs escalation response coherent. Answer coherent or incoherent. | incoherent | Review gap. | harm_risk | Synthetic |
COCE-004 | clinical-observation-chart-escalation-response-coherence-risk-v0.1 | Recovery | high | high | 6 | 5 | yes | yes | yes | late | yes | Escalation and review occurred but late. | Is observation chart vs escalation response coherent. Answer coherent or incoherent. | incoherent | Late review. | harm_risk | Synthetic |
COCE-005 | clinical-observation-chart-escalation-response-coherence-risk-v0.1 | Ward | moderate | moderate | 5 | 7 | no | not_applicable | not_applicable | not_applicable | not_applicable | Obs stable below trigger. | Is observation chart vs escalation response coherent. Answer coherent or incoherent. | coherent | No escalation required. | stable | Synthetic |
COCE-006 | clinical-observation-chart-escalation-response-coherence-risk-v0.1 | Ward | high | high | 10 | 7 | yes | yes | yes | on_time | no | Review done but no action plan documented. | Is observation chart vs escalation response coherent. Answer coherent or incoherent. | incoherent | Plan documentation gap. | governance_risk | Synthetic |
COCE-007 | clinical-observation-chart-escalation-response-coherence-risk-v0.1 | ICU | high | high | 9 | 7 | yes | yes | yes | on_time | yes | ICU patient triggers and response documented. | Is observation chart vs escalation response coherent. Answer coherent or incoherent. | coherent | Aligned. | stable | Synthetic |
COCE-008 | clinical-observation-chart-escalation-response-coherence-risk-v0.1 | Ward | high | moderate | 8 | 7 | yes | yes | yes | on_time | yes | Obs slightly late but escalation and review on time with plan. | Is observation chart vs escalation response coherent. Answer coherent or incoherent. | coherent | Core loop closed. | stable | Synthetic |
COCE-009 | clinical-observation-chart-escalation-response-coherence-risk-v0.1 | Ward | moderate | low | 7 | 7 | yes | yes | yes | late | yes | Obs missed and review late. | Is observation chart vs escalation response coherent. Answer coherent or incoherent. | incoherent | Delay and missed obs. | harm_risk | Synthetic |
COCE-010 | clinical-observation-chart-escalation-response-coherence-risk-v0.1 | ED | high | high | 8 | 7 | yes | yes | yes | on_time | yes | ED trigger responded to promptly. | Is observation chart vs escalation response coherent. Answer coherent or incoherent. | coherent | Closed loop. | stable | Synthetic |
What this repo is for
Detect when observation charts show deterioration
but escalation and review do not match
Common breaks obs missed during high risk period NEWS trigger not escalated escalated but no review review late review done but no action plan recorded
Examples NEWS 9 with no doctor call post-op patient triggering with review hours late night shift missed obs leading to arrest
You use it to flag deterioration miss risk late ICU transfer risk
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