uid stringclasses 10
values | dataset_id stringclasses 1
value | care_setting stringclasses 1
value | icu_admission_pressure_signal stringclasses 3
values | ventilator_capacity_signal stringclasses 4
values | critical_staffing_signal stringclasses 2
values | transfer_delay_signal 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 6
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
CIVS-001 | clinical-icu-demand-ventilator-staffing-coherence-risk-v0.1 | ICU | high | high | adequate | none | High ICU demand but ventilators and staff adequate. | Is ICU demand vs ventilator and staffing coherent. Answer coherent or incoherent. | coherent | Capacity matches demand. | stable_icu_flow | Synthetic |
CIVS-002 | clinical-icu-demand-ventilator-staffing-coherence-risk-v0.1 | ICU | high | low | adequate | moderate | High ICU demand and limited ventilators. | Is ICU demand vs ventilator and staffing coherent. Answer coherent or incoherent. | incoherent | Ventilator shortfall risk. | ventilator_shortage_risk | Synthetic |
CIVS-003 | clinical-icu-demand-ventilator-staffing-coherence-risk-v0.1 | ICU | moderate | moderate | adequate | none | Moderate demand and matched capacity. | Is ICU demand vs ventilator and staffing coherent. Answer coherent or incoherent. | coherent | Balanced load. | stable_icu_flow | Synthetic |
CIVS-004 | clinical-icu-demand-ventilator-staffing-coherence-risk-v0.1 | ICU | high | adequate | low | high | High demand and staff shortage. | Is ICU demand vs ventilator and staffing coherent. Answer coherent or incoherent. | incoherent | Staff bottleneck. | care_quality_risk | Synthetic |
CIVS-005 | clinical-icu-demand-ventilator-staffing-coherence-risk-v0.1 | ICU | low | adequate | adequate | none | Low demand and strong capacity. | Is ICU demand vs ventilator and staffing coherent. Answer coherent or incoherent. | coherent | Surplus capacity. | stable_icu_flow | Synthetic |
CIVS-006 | clinical-icu-demand-ventilator-staffing-coherence-risk-v0.1 | ICU | high | moderate | adequate | moderate | High demand but partial capacity match. | Is ICU demand vs ventilator and staffing coherent. Answer coherent or incoherent. | coherent | Borderline but manageable. | strained_but_stable | Synthetic |
CIVS-007 | clinical-icu-demand-ventilator-staffing-coherence-risk-v0.1 | ICU | high | low | low | high | High demand with low ventilators and low staffing. | Is ICU demand vs ventilator and staffing coherent. Answer coherent or incoherent. | incoherent | Severe mismatch. | collapse_risk | Synthetic |
CIVS-008 | clinical-icu-demand-ventilator-staffing-coherence-risk-v0.1 | ICU | moderate | low | adequate | moderate | Moderate demand and ventilator shortage. | Is ICU demand vs ventilator and staffing coherent. Answer coherent or incoherent. | incoherent | Capacity lag. | transfer_delay_risk | Synthetic |
CIVS-009 | clinical-icu-demand-ventilator-staffing-coherence-risk-v0.1 | ICU | low | low | adequate | none | Low demand and low capacity but sufficient. | Is ICU demand vs ventilator and staffing coherent. Answer coherent or incoherent. | coherent | Demand matched. | stable_icu_flow | Synthetic |
CIVS-010 | clinical-icu-demand-ventilator-staffing-coherence-risk-v0.1 | ICU | high | adequate | adequate | none | High demand and matched resources. | Is ICU demand vs ventilator and staffing coherent. Answer coherent or incoherent. | coherent | Aligned response. | stable_icu_flow | Synthetic |
What this repo is for
Detect when ICU admission demand and ventilator or staffing capacity
fall out of alignment
before critical care delays transfer failures and preventable deterioration.
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