uid stringclasses 10
values | dataset_id stringclasses 1
value | care_setting stringclasses 3
values | trigger_fired_signal stringclasses 2
values | trigger_type stringclasses 6
values | trigger_severity_signal stringclasses 3
values | schedule_senior_available_signal stringclasses 3
values | senior_review_completed_signal stringclasses 3
values | review_timing_signal stringclasses 4
values | action_plan_documented_signal stringclasses 3
values | escalated_if_no_senior_signal stringclasses 2
values | interim_mitigation_signal stringclasses 3
values | system_outcome_signal stringclasses 5
values | clinical_summary stringclasses 10
values | question stringclasses 1
value | ground_truth_label stringclasses 2
values | ground_truth_rationale stringclasses 9
values | lead_time_window_hours int64 1 24 | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
CESR-001 | clinical-escalation-trigger-senior-review-coherence-risk-v0.1 | Ward | yes | ews | p1 | yes | yes | on_time | yes | not_applicable | yes | stable | High EWS trigger fired. Senior available and reviewed on time. Action plan documented and mitigation applied. | Is trigger vs senior review coherent. Answer coherent or incoherent. | coherent | Trigger matched to timely senior review. | 6 | Synthetic |
CESR-002 | clinical-escalation-trigger-senior-review-coherence-risk-v0.1 | Ward | yes | ews | p1 | no | no | none | no | yes | yes | avoidable_icu_transfer | High trigger fired but no senior review. Escalation attempted but not completed. Mitigation used. | Is trigger vs senior review coherent. Answer coherent or incoherent. | incoherent | No senior review despite trigger. | 12 | Synthetic |
CESR-003 | clinical-escalation-trigger-senior-review-coherence-risk-v0.1 | ED | yes | sepsis_screen | p1 | yes | yes | late | yes | not_applicable | yes | delayed_escalation | Sepsis trigger fired. Senior reviewed but late. Action documented and mitigation started. | Is trigger vs senior review coherent. Answer coherent or incoherent. | incoherent | Late senior review. | 6 | Synthetic |
CESR-004 | clinical-escalation-trigger-senior-review-coherence-risk-v0.1 | Ward | yes | rapid_response | p1 | yes | yes | on_time | yes | not_applicable | yes | stable | Rapid response called. Senior arrived and reviewed promptly. Plan documented. | Is trigger vs senior review coherent. Answer coherent or incoherent. | coherent | Aligned. | 3 | Synthetic |
CESR-005 | clinical-escalation-trigger-senior-review-coherence-risk-v0.1 | Ward | yes | ews | p2 | yes | yes | on_time | no | not_applicable | yes | governance_risk | Moderate trigger. Senior reviewed on time but plan not documented. | Is trigger vs senior review coherent. Answer coherent or incoherent. | incoherent | Governance gap despite review. | 12 | Synthetic |
CESR-006 | clinical-escalation-trigger-senior-review-coherence-risk-v0.1 | ICU | yes | vent_alarm | p1 | yes | yes | on_time | yes | not_applicable | yes | stable | Critical alarm triggered. Senior reviewed immediately and adjusted ventilation plan. | Is trigger vs senior review coherent. Answer coherent or incoherent. | coherent | Closed loop. | 1 | Synthetic |
CESR-007 | clinical-escalation-trigger-senior-review-coherence-risk-v0.1 | Ward | yes | ews | p1 | yes | no | none | no | yes | no | cardiac_arrest_risk | High trigger fired. No senior review. Escalation not done and mitigation not recorded. | Is trigger vs senior review coherent. Answer coherent or incoherent. | incoherent | High-risk trigger unmanaged. | 6 | Synthetic |
CESR-008 | clinical-escalation-trigger-senior-review-coherence-risk-v0.1 | ED | yes | stroke_screen | p1 | yes | yes | on_time | yes | not_applicable | yes | stable | Stroke screen positive. Senior reviewed on time and pathway activated. | Is trigger vs senior review coherent. Answer coherent or incoherent. | coherent | Aligned. | 2 | Synthetic |
CESR-009 | clinical-escalation-trigger-senior-review-coherence-risk-v0.1 | Ward | no | none | none | not_applicable | not_applicable | not_applicable | not_applicable | not_applicable | not_applicable | stable | No trigger event. | Is trigger vs senior review coherent. Answer coherent or incoherent. | coherent | No trigger loop required. | 24 | Synthetic |
CESR-010 | clinical-escalation-trigger-senior-review-coherence-risk-v0.1 | Ward | yes | ews | p1 | yes | yes | late | yes | not_applicable | yes | avoidable_icu_transfer | High EWS trigger. Senior reviewed late and transfer delayed. | Is trigger vs senior review coherent. Answer coherent or incoherent. | incoherent | Late review increased risk. | 8 | Synthetic |
What this repo is for
This dataset tests whether a model can detect coupling failures between deterioration triggers and timely senior clinical review.
It measures alignment between trigger activation and senior review completion within target time.
It predicts missed deterioration avoidable ICU transfers cardiac arrest risk windows governance failures when plans are not documented.
You use it to flag ward safety risk rapid response pathway integrity shift staffing risk
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