uid stringclasses 10
values | dataset_id stringclasses 1
value | year int64 2.02k 2.02k | country stringclasses 4
values | hospital_type stringclasses 3
values | acuity_bed_match_ok stringclasses 2
values | specialty_alignment_ok stringclasses 2
values | transfer_frequency stringclasses 3
values | boarding_trend stringclasses 2
values | icu_stepdown_available stringclasses 2
values | elective_beds_protected 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 3
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
BA-TR-001 | healthcare-bed-allocation-coherence-risk-v0.1 | 2,024 | UK | acute | yes | yes | low | stable | yes | yes | Acuity matched to beds; minimal transfers; elective beds protected. | Is bed allocation coherent. Answer coherent or incoherent. | coherent | Bed mix matches demand. | stable_flow | Synthetic |
BA-TR-002 | healthcare-bed-allocation-coherence-risk-v0.1 | 2,024 | UK | acute | no | no | high | rising | no | no | Acuity mismatch; boarding rising; ICU step-down blocked. | Is bed allocation coherent. Answer coherent or incoherent. | incoherent | Allocation failure. | capacity_risk | Synthetic |
BA-TR-003 | healthcare-bed-allocation-coherence-risk-v0.1 | 2,023 | US | community | yes | yes | low | stable | yes | yes | Specialty beds aligned; transfers rare. | Is bed allocation coherent. Answer coherent or incoherent. | coherent | Stable allocation. | stable_flow | Synthetic |
BA-TR-004 | healthcare-bed-allocation-coherence-risk-v0.1 | 2,023 | US | community | no | no | medium | rising | no | no | Boarding in ED; specialty beds scarce. | Is bed allocation coherent. Answer coherent or incoherent. | incoherent | Mismatch and boarding. | crowding_risk | Synthetic |
BA-TR-005 | healthcare-bed-allocation-coherence-risk-v0.1 | 2,022 | EU | teaching | yes | yes | low | stable | yes | yes | ICU step-down functioning; elective beds intact. | Is bed allocation coherent. Answer coherent or incoherent. | coherent | Balanced mix. | stable_flow | Synthetic |
BA-TR-006 | healthcare-bed-allocation-coherence-risk-v0.1 | 2,022 | EU | teaching | no | no | high | rising | no | no | Step-down blocked; frequent transfers. | Is bed allocation coherent. Answer coherent or incoherent. | incoherent | Bed gridlock. | capacity_risk | Synthetic |
BA-TR-007 | healthcare-bed-allocation-coherence-risk-v0.1 | 2,021 | UK | acute | yes | yes | low | stable | yes | yes | Winter surge absorbed with flexible beds. | Is bed allocation coherent. Answer coherent or incoherent. | coherent | Adaptive allocation. | stable_flow | Synthetic |
BA-TR-008 | healthcare-bed-allocation-coherence-risk-v0.1 | 2,021 | UK | acute | no | no | high | rising | no | no | Winter surge with boarding and transfers. | Is bed allocation coherent. Answer coherent or incoherent. | incoherent | Overload signals. | capacity_risk | Synthetic |
BA-TR-009 | healthcare-bed-allocation-coherence-risk-v0.1 | 2,020 | Global | acute | yes | yes | medium | stable | yes | yes | Surge beds created and allocated by acuity. | Is bed allocation coherent. Answer coherent or incoherent. | coherent | Flex capacity works. | stable_flow | Synthetic |
BA-TR-010 | healthcare-bed-allocation-coherence-risk-v0.1 | 2,020 | Global | acute | no | no | high | rising | no | no | Surge with ICU bottleneck and ED boarding. | Is bed allocation coherent. Answer coherent or incoherent. | incoherent | Gridlock forming. | capacity_risk | Synthetic |
What this repo is for
detect bed mismatch early
predict boarding and transfers
protect elective capacity
support ICU step-down flow
improve allocation decisions
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