uid stringclasses 10
values | dataset_id stringclasses 1
value | year int64 2.02k 2.02k | country stringclasses 4
values | ed_type stringclasses 2
values | acuity_mix_stable stringclasses 3
values | triage_capacity_ok stringclasses 2
values | queue_trend stringclasses 2
values | clinician_coverage_ok stringclasses 2
values | admission_decision_timely stringclasses 2
values | breach_risk_trend stringclasses 3
values | ops_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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
ED-TR-001 | healthcare-ed-triage-queue-coherence-risk-v0.1 | 2,024 | UK | major | yes | yes | stable | yes | yes | low | Acuity stable; triage and coverage match; queue stable. | Is ED triage-queue coherence stable. Answer coherent or incoherent. | coherent | Capacity matches demand. | stable_queue | Synthetic |
ED-TR-002 | healthcare-ed-triage-queue-coherence-risk-v0.1 | 2,024 | UK | major | no | no | rising | no | no | high | High acuity surge; triage overloaded; queue rising; decisions delayed. | Is ED triage-queue coherence stable. Answer coherent or incoherent. | incoherent | Queue growth and delays. | breach_risk | Synthetic |
ED-TR-003 | healthcare-ed-triage-queue-coherence-risk-v0.1 | 2,023 | US | community | yes | yes | stable | yes | yes | low | Coverage adequate; flow steady. | Is ED triage-queue coherence stable. Answer coherent or incoherent. | coherent | Throughput aligned. | stable_queue | Synthetic |
ED-TR-004 | healthcare-ed-triage-queue-coherence-risk-v0.1 | 2,023 | US | community | medium | no | rising | no | no | medium | Triage bottleneck and delayed admissions. | Is ED triage-queue coherence stable. Answer coherent or incoherent. | incoherent | Bottleneck forming. | crowding_risk | Synthetic |
ED-TR-005 | healthcare-ed-triage-queue-coherence-risk-v0.1 | 2,022 | EU | major | yes | yes | stable | yes | yes | low | Acuity steady and decisions timely. | Is ED triage-queue coherence stable. Answer coherent or incoherent. | coherent | Stable operation. | stable_queue | Synthetic |
ED-TR-006 | healthcare-ed-triage-queue-coherence-risk-v0.1 | 2,022 | EU | major | no | no | rising | no | no | high | Acuity spike with staffing gap. | Is ED triage-queue coherence stable. Answer coherent or incoherent. | incoherent | Coverage mismatch. | breach_risk | Synthetic |
ED-TR-007 | healthcare-ed-triage-queue-coherence-risk-v0.1 | 2,021 | UK | major | yes | yes | stable | yes | yes | low | Winter pressure managed; queue stable. | Is ED triage-queue coherence stable. Answer coherent or incoherent. | coherent | Escalation contains queue. | stable_queue | Synthetic |
ED-TR-008 | healthcare-ed-triage-queue-coherence-risk-v0.1 | 2,021 | UK | major | no | no | rising | no | no | high | Winter surge overwhelms triage. | Is ED triage-queue coherence stable. Answer coherent or incoherent. | incoherent | Queue growth sustained. | breach_risk | Synthetic |
ED-TR-009 | healthcare-ed-triage-queue-coherence-risk-v0.1 | 2,020 | Global | major | yes | yes | stable | yes | yes | low | High demand managed with surge staffing. | Is ED triage-queue coherence stable. Answer coherent or incoherent. | coherent | Demand matched. | stable_queue | Synthetic |
ED-TR-010 | healthcare-ed-triage-queue-coherence-risk-v0.1 | 2,020 | Global | major | no | no | rising | no | no | high | Surge without coverage; admissions delayed. | Is ED triage-queue coherence stable. Answer coherent or incoherent. | incoherent | Delay cascade. | crowding_risk | Synthetic |
What this repo is for
predict ED crowding early
flag triage bottleneck risk
detect admission decision delays
reduce breach events
support surge staffing decisions
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