uid stringclasses 10
values | dataset_id stringclasses 1
value | care_setting stringclasses 3
values | observation_abnormality_signal stringclasses 2
values | escalation_signal stringclasses 3
values | response_signal stringclasses 4
values | response_timing_signal stringclasses 5
values | clinical_summary stringclasses 10
values | question stringclasses 1
value | ground_truth_label stringclasses 2
values | ground_truth_rationale stringclasses 7
values | outcome_signal stringclasses 3
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
COER-001 | clinical-observation-escalation-response-coherence-risk-v0.1 | Ward | abnormal | escalated | responded | on_time | Abnormal obs triggered escalation and timely response. | Is abnormal observation vs escalation response coherent. Answer coherent or incoherent. | coherent | Obs matched by escalation and response. | stable | Synthetic |
COER-002 | clinical-observation-escalation-response-coherence-risk-v0.1 | Ward | abnormal | not_escalated | not_responded | none | Abnormal obs but no escalation or response. | Is abnormal observation vs escalation response coherent. Answer coherent or incoherent. | incoherent | Missed deterioration response. | harm_risk | Synthetic |
COER-003 | clinical-observation-escalation-response-coherence-risk-v0.1 | ED | abnormal | escalated | responded | timely | ED response aligned. | Is abnormal observation vs escalation response coherent. Answer coherent or incoherent. | coherent | Aligned. | managed | Synthetic |
COER-004 | clinical-observation-escalation-response-coherence-risk-v0.1 | Ward | abnormal | escalated | responded | delayed | Escalated but response delayed. | Is abnormal observation vs escalation response coherent. Answer coherent or incoherent. | incoherent | Timing mismatch. | harm_risk | Synthetic |
COER-005 | clinical-observation-escalation-response-coherence-risk-v0.1 | Ward | normal | not_required | not_required | none | Normal obs no escalation needed. | Is abnormal observation vs escalation response coherent. Answer coherent or incoherent. | coherent | Appropriate. | stable | Synthetic |
COER-006 | clinical-observation-escalation-response-coherence-risk-v0.1 | ICU | abnormal | escalated | responded | on_time | ICU response aligned. | Is abnormal observation vs escalation response coherent. Answer coherent or incoherent. | coherent | Aligned. | stable | Synthetic |
COER-007 | clinical-observation-escalation-response-coherence-risk-v0.1 | Ward | abnormal | escalated | wrong_team | none | Abnormal obs escalated to wrong team. | Is abnormal observation vs escalation response coherent. Answer coherent or incoherent. | incoherent | Wrong routing. | harm_risk | Synthetic |
COER-008 | clinical-observation-escalation-response-coherence-risk-v0.1 | Ward | abnormal | escalated | responded | late | Late response to abnormal obs. | Is abnormal observation vs escalation response coherent. Answer coherent or incoherent. | incoherent | Late response. | harm_risk | Synthetic |
COER-009 | clinical-observation-escalation-response-coherence-risk-v0.1 | ED | normal | not_required | not_required | none | Normal obs. | Is abnormal observation vs escalation response coherent. Answer coherent or incoherent. | coherent | Appropriate. | stable | Synthetic |
COER-010 | clinical-observation-escalation-response-coherence-risk-v0.1 | ICU | abnormal | escalated | responded | on_time | Aligned ICU response. | Is abnormal observation vs escalation response coherent. Answer coherent or incoherent. | coherent | Aligned. | managed | Synthetic |
What this repo is for
Detect when abnormal vital signs
do not trigger timely escalation and response
Examples you can use NEWS2 high score but no review hypoxia recorded but no oxygen escalation tachycardia trend ignored
You use it to flag deterioration risk before arrest or ICU transfer
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