uid stringclasses 10
values | dataset_id stringclasses 1
value | year int64 2.02k 2.02k | country stringclasses 4
values | hospital_type stringclasses 2
values | icu_bed_acuity_match stringclasses 2
values | stepdown_beds_available stringclasses 2
values | ventilator_capacity_ok stringclasses 2
values | staffing_ratio_safe stringclasses 2
values | transfer_delay_trend stringclasses 3
values | surge_plan_active stringclasses 2
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 4
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
ICU-TR-001 | healthcare-icu-capacity-coherence-risk-v0.1 | 2,024 | UK | acute | yes | yes | yes | yes | low | yes | ICU capacity matches acuity; step-down beds flowing. | Is ICU capacity coherent. Answer coherent or incoherent. | coherent | Demand and capacity aligned. | stable_icu | Synthetic |
ICU-TR-002 | healthcare-icu-capacity-coherence-risk-v0.1 | 2,024 | UK | acute | no | no | no | no | high | no | ICU full; no step-down; staffing strained. | Is ICU capacity coherent. Answer coherent or incoherent. | incoherent | Blockage and strain. | capacity_risk | Synthetic |
ICU-TR-003 | healthcare-icu-capacity-coherence-risk-v0.1 | 2,023 | US | teaching | yes | yes | yes | yes | low | yes | Balanced ICU and step-down flow. | Is ICU capacity coherent. Answer coherent or incoherent. | coherent | Stable flow. | stable_icu | Synthetic |
ICU-TR-004 | healthcare-icu-capacity-coherence-risk-v0.1 | 2,023 | US | teaching | no | no | no | no | high | no | High acuity surge; ventilator shortage. | Is ICU capacity coherent. Answer coherent or incoherent. | incoherent | Mismatch signals. | surge_risk | Synthetic |
ICU-TR-005 | healthcare-icu-capacity-coherence-risk-v0.1 | 2,022 | EU | acute | yes | yes | yes | yes | low | yes | Ventilator and staffing aligned. | Is ICU capacity coherent. Answer coherent or incoherent. | coherent | Capacity stable. | stable_icu | Synthetic |
ICU-TR-006 | healthcare-icu-capacity-coherence-risk-v0.1 | 2,022 | EU | acute | no | no | no | no | high | no | Step-down blocked; unsafe ratios. | Is ICU capacity coherent. Answer coherent or incoherent. | incoherent | Unsafe conditions. | safety_risk | Synthetic |
ICU-TR-007 | healthcare-icu-capacity-coherence-risk-v0.1 | 2,021 | UK | acute | yes | yes | yes | yes | medium | yes | Winter surge managed with surge beds. | Is ICU capacity coherent. Answer coherent or incoherent. | coherent | Adaptive capacity. | stable_icu | Synthetic |
ICU-TR-008 | healthcare-icu-capacity-coherence-risk-v0.1 | 2,021 | UK | acute | no | no | no | no | high | no | ICU and ED boarding escalate. | Is ICU capacity coherent. Answer coherent or incoherent. | incoherent | Escalation late. | capacity_risk | Synthetic |
ICU-TR-009 | healthcare-icu-capacity-coherence-risk-v0.1 | 2,020 | Global | acute | yes | yes | yes | yes | medium | yes | Surge ICU beds and redeployment stabilise flow. | Is ICU capacity coherent. Answer coherent or incoherent. | coherent | Surge handled. | stable_icu | Synthetic |
ICU-TR-010 | healthcare-icu-capacity-coherence-risk-v0.1 | 2,020 | Global | acute | no | no | no | no | high | no | Pandemic surge overwhelms ICU. | Is ICU capacity coherent. Answer coherent or incoherent. | incoherent | System overload. | capacity_risk | Synthetic |
What this repo is for
detect ICU saturation risk early
flag step-down blockages
predict unsafe staffing
anticipate surge overload
support capacity escalation
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