Datasets:
uid stringclasses 10
values | dataset_id stringclasses 1
value | year int64 2.02k 2.02k | country stringclasses 4
values | setting stringclasses 2
values | icu_beds_total int64 15 30 | icu_beds_staffed int64 10 28 | icu_beds_occupied int64 10 25 | ed_icu_waiting int64 1 10 | stepdown_beds_available int64 0 6 | staff_ratio_safe stringclasses 2
values | escalation_triggered 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 2
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
ICU-001 | healthcare-icu-capacity-escalation-coherence-risk-v0.1 | 2,024 | UK | hospital | 20 | 18 | 16 | 1 | 5 | yes | no | ICU stable with staffed beds and step-down flow. | Is ICU capacity escalation risk coherent. Answer coherent or incoherent. | coherent | Capacity aligned. | stable_critical_care | Synthetic |
ICU-002 | healthcare-icu-capacity-escalation-coherence-risk-v0.1 | 2,024 | UK | hospital | 20 | 14 | 14 | 6 | 0 | no | yes | ED ICU backlog and no step-down beds. | Is ICU capacity escalation risk coherent. Answer coherent or incoherent. | incoherent | Capacity collapse forming. | escalation_risk | Synthetic |
ICU-003 | healthcare-icu-capacity-escalation-coherence-risk-v0.1 | 2,023 | US | acute | 30 | 28 | 25 | 2 | 6 | yes | no | Adequate staffing and throughput. | Is ICU capacity escalation risk coherent. Answer coherent or incoherent. | coherent | System holding. | stable_critical_care | Synthetic |
ICU-004 | healthcare-icu-capacity-escalation-coherence-risk-v0.1 | 2,023 | US | acute | 30 | 20 | 20 | 8 | 1 | no | yes | Staff shortage reduces usable beds. | Is ICU capacity escalation risk coherent. Answer coherent or incoherent. | incoherent | Unsafe load. | escalation_risk | Synthetic |
ICU-005 | healthcare-icu-capacity-escalation-coherence-risk-v0.1 | 2,022 | EU | hospital | 15 | 15 | 13 | 1 | 4 | yes | no | Balanced occupancy. | Is ICU capacity escalation risk coherent. Answer coherent or incoherent. | coherent | Aligned. | stable_critical_care | Synthetic |
ICU-006 | healthcare-icu-capacity-escalation-coherence-risk-v0.1 | 2,022 | EU | hospital | 15 | 10 | 10 | 5 | 0 | no | yes | Step-down blocked. | Is ICU capacity escalation risk coherent. Answer coherent or incoherent. | incoherent | Flow jam. | escalation_risk | Synthetic |
ICU-007 | healthcare-icu-capacity-escalation-coherence-risk-v0.1 | 2,021 | UK | hospital | 18 | 18 | 16 | 1 | 4 | yes | no | Night stable. | Is ICU capacity escalation risk coherent. Answer coherent or incoherent. | coherent | Holding steady. | stable_critical_care | Synthetic |
ICU-008 | healthcare-icu-capacity-escalation-coherence-risk-v0.1 | 2,021 | UK | hospital | 18 | 12 | 12 | 7 | 0 | no | yes | Overflow risk. | Is ICU capacity escalation risk coherent. Answer coherent or incoherent. | incoherent | Escalation triggered. | escalation_risk | Synthetic |
ICU-009 | healthcare-icu-capacity-escalation-coherence-risk-v0.1 | 2,020 | Global | hospital | 25 | 24 | 22 | 2 | 5 | yes | no | Pandemic surge controlled. | Is ICU capacity escalation risk coherent. Answer coherent or incoherent. | coherent | Managed load. | stable_critical_care | Synthetic |
ICU-010 | healthcare-icu-capacity-escalation-coherence-risk-v0.1 | 2,020 | Global | hospital | 25 | 18 | 18 | 10 | 0 | no | yes | Surge overwhelms ICU. | Is ICU capacity escalation risk coherent. Answer coherent or incoherent. | incoherent | System breach. | escalation_risk | Synthetic |
What this repo is for
Detect ICU overload before collapse.
Tracks alignment between staffed ICU beds, occupancy, ED ICU demand, step-down capacity, and staffing ratios.
Helps hospitals trigger escalation early and prevent critical care gridlock.
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