uid stringclasses 10
values | dataset_id stringclasses 1
value | year int64 2.02k 2.02k | country stringclasses 4
values | setting stringclasses 2
values | early_warning_score_triggered stringclasses 1
value | staff_recognised_deterioration stringclasses 2
values | response_called stringclasses 2
values | timing_appropriate stringclasses 2
values | senior_review_done stringclasses 2
values | intervention_started stringclasses 2
values | ops_summary stringclasses 10
values | question stringclasses 1
value | ground_truth_label stringclasses 2
values | ground_truth_rationale stringclasses 9
values | outcome_signal stringclasses 2
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
ES-TR-001 | healthcare-escalation-deterioration-response-coherence-risk-v0.1 | 2,024 | UK | hospital | yes | yes | yes | yes | yes | yes | NEWS triggered and rapid response arrived promptly. | Is escalation response coherent. Answer coherent or incoherent. | coherent | Deterioration detected and acted on. | stabilised_patient | Synthetic |
ES-TR-002 | healthcare-escalation-deterioration-response-coherence-risk-v0.1 | 2,024 | UK | hospital | yes | no | no | no | no | no | Score triggered but no escalation. | Is escalation response coherent. Answer coherent or incoherent. | incoherent | Failure to rescue risk. | incident_risk | Synthetic |
ES-TR-003 | healthcare-escalation-deterioration-response-coherence-risk-v0.1 | 2,023 | US | acute | yes | yes | yes | yes | yes | yes | Rapid response team activated. | Is escalation response coherent. Answer coherent or incoherent. | coherent | Timely intervention. | stabilised_patient | Synthetic |
ES-TR-004 | healthcare-escalation-deterioration-response-coherence-risk-v0.1 | 2,023 | US | acute | yes | no | no | no | no | no | Vital signs worsening without review. | Is escalation response coherent. Answer coherent or incoherent. | incoherent | Unrecognised deterioration. | incident_risk | Synthetic |
ES-TR-005 | healthcare-escalation-deterioration-response-coherence-risk-v0.1 | 2,022 | EU | hospital | yes | yes | yes | yes | yes | yes | Senior review completed quickly. | Is escalation response coherent. Answer coherent or incoherent. | coherent | Escalation pathway intact. | stabilised_patient | Synthetic |
ES-TR-006 | healthcare-escalation-deterioration-response-coherence-risk-v0.1 | 2,022 | EU | hospital | yes | no | no | no | no | no | Delayed response to trigger. | Is escalation response coherent. Answer coherent or incoherent. | incoherent | Delay risk. | incident_risk | Synthetic |
ES-TR-007 | healthcare-escalation-deterioration-response-coherence-risk-v0.1 | 2,021 | UK | hospital | yes | yes | yes | yes | yes | yes | Night shift escalation successful. | Is escalation response coherent. Answer coherent or incoherent. | coherent | Night pathway held. | stabilised_patient | Synthetic |
ES-TR-008 | healthcare-escalation-deterioration-response-coherence-risk-v0.1 | 2,021 | UK | hospital | yes | no | no | no | no | no | Trigger ignored due to workload. | Is escalation response coherent. Answer coherent or incoherent. | incoherent | Missed escalation. | incident_risk | Synthetic |
ES-TR-009 | healthcare-escalation-deterioration-response-coherence-risk-v0.1 | 2,020 | Global | hospital | yes | yes | yes | yes | yes | yes | Pandemic surge but response intact. | Is escalation response coherent. Answer coherent or incoherent. | coherent | System resilient. | stabilised_patient | Synthetic |
ES-TR-010 | healthcare-escalation-deterioration-response-coherence-risk-v0.1 | 2,020 | Global | hospital | yes | no | no | no | no | no | Staff stretched and response delayed. | Is escalation response coherent. Answer coherent or incoherent. | incoherent | Failure to rescue risk. | incident_risk | Synthetic |
What this repo is for
Detect failure-to-rescue risk before serious harm.
Tracks alignment between early warning triggers, staff recognition, escalation calls, and timely intervention.
Helps hospitals prevent unrecognised deterioration and delayed response events.
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