uid stringclasses 10
values | dataset_id stringclasses 1
value | year int64 2.02k 2.02k | country stringclasses 4
values | hospital_type stringclasses 3
values | discharge_orders_timely stringclasses 2
values | pharmacy_tto_turnaround_ok stringclasses 2
values | transport_available stringclasses 2
values | community_capacity_ok stringclasses 2
values | bed_turnover_trend stringclasses 2
values | elective_cancellation_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 4
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
DC-TR-001 | healthcare-discharge-bottleneck-coherence-risk-v0.1 | 2,024 | UK | acute | yes | yes | yes | yes | stable | low | Orders early; TTO fast; transport and community beds ready. | Is discharge coherence stable. Answer coherent or incoherent. | coherent | Discharge chain aligned. | stable_flow | Synthetic |
DC-TR-002 | healthcare-discharge-bottleneck-coherence-risk-v0.1 | 2,024 | UK | acute | no | no | no | no | rising | high | Late orders; TTO delays; transport and community beds blocked. | Is discharge coherence stable. Answer coherent or incoherent. | incoherent | Blockage across chain. | bed_block_risk | Synthetic |
DC-TR-003 | healthcare-discharge-bottleneck-coherence-risk-v0.1 | 2,023 | US | community | yes | yes | yes | yes | stable | low | Coordinated discharge; turnover predictable. | Is discharge coherence stable. Answer coherent or incoherent. | coherent | Throughput intact. | stable_flow | Synthetic |
DC-TR-004 | healthcare-discharge-bottleneck-coherence-risk-v0.1 | 2,023 | US | community | no | yes | no | no | rising | medium | Transport and community delays; beds held. | Is discharge coherence stable. Answer coherent or incoherent. | incoherent | Downstream block. | crowding_risk | Synthetic |
DC-TR-005 | healthcare-discharge-bottleneck-coherence-risk-v0.1 | 2,022 | EU | teaching | yes | yes | yes | yes | stable | low | Morning discharges and TTO on time. | Is discharge coherence stable. Answer coherent or incoherent. | coherent | Predictable turnover. | stable_flow | Synthetic |
DC-TR-006 | healthcare-discharge-bottleneck-coherence-risk-v0.1 | 2,022 | EU | teaching | no | no | yes | no | rising | high | Late TTO and community capacity blocked. | Is discharge coherence stable. Answer coherent or incoherent. | incoherent | Turnover slowed. | bed_block_risk | Synthetic |
DC-TR-007 | healthcare-discharge-bottleneck-coherence-risk-v0.1 | 2,021 | UK | acute | yes | yes | yes | yes | stable | low | Winter pressure absorbed with early discharge focus. | Is discharge coherence stable. Answer coherent or incoherent. | coherent | Discharge protected. | stable_flow | Synthetic |
DC-TR-008 | healthcare-discharge-bottleneck-coherence-risk-v0.1 | 2,021 | UK | acute | no | no | no | no | rising | high | Winter surge with delayed discharge chain. | Is discharge coherence stable. Answer coherent or incoherent. | incoherent | Bed block forming. | capacity_risk | Synthetic |
DC-TR-009 | healthcare-discharge-bottleneck-coherence-risk-v0.1 | 2,020 | Global | acute | yes | yes | yes | yes | stable | medium | Surge managed with rapid discharge pathways. | Is discharge coherence stable. Answer coherent or incoherent. | coherent | Flow maintained. | stable_flow | Synthetic |
DC-TR-010 | healthcare-discharge-bottleneck-coherence-risk-v0.1 | 2,020 | Global | acute | no | no | no | no | rising | high | Surge with delayed TTO and no community beds. | Is discharge coherence stable. Answer coherent or incoherent. | incoherent | System block. | bed_block_risk | Synthetic |
What this repo is for
detect discharge blockage early
predict bed block
protect elective lists
improve throughput
reduce ED crowding
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