uid stringclasses 10
values | dataset_id stringclasses 1
value | year int64 2.02k 2.02k | country stringclasses 4
values | setting stringclasses 2
values | elective_list_planned stringclasses 1
value | emergency_arrivals_high stringclasses 2
values | bed_buffer_available stringclasses 2
values | theatre_capacity_available stringclasses 2
values | cancellations_triggered stringclasses 2
values | patients_rebooked 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
EE-001 | healthcare-elective-emergency-flow-coherence-risk-v0.1 | 2,024 | UK | hospital | yes | no | yes | yes | no | yes | Elective list runs with adequate buffers. | Is elective vs emergency flow coherent. Answer coherent or incoherent. | coherent | Buffers absorb demand. | stable_flow | Synthetic |
EE-002 | healthcare-elective-emergency-flow-coherence-risk-v0.1 | 2,024 | UK | hospital | yes | yes | no | no | yes | no | Emergency surge forces cancellations with poor rebooking. | Is elective vs emergency flow coherent. Answer coherent or incoherent. | incoherent | Collision collapses schedule. | cancellation_cascade | Synthetic |
EE-003 | healthcare-elective-emergency-flow-coherence-risk-v0.1 | 2,023 | US | acute | yes | no | yes | yes | no | yes | Stable emergency load; electives proceed. | Is elective vs emergency flow coherent. Answer coherent or incoherent. | coherent | System balanced. | stable_flow | Synthetic |
EE-004 | healthcare-elective-emergency-flow-coherence-risk-v0.1 | 2,023 | US | acute | yes | yes | no | no | yes | no | ED boarding consumes beds; theatre lists cut. | Is elective vs emergency flow coherent. Answer coherent or incoherent. | incoherent | Bed buffer breached. | cancellation_cascade | Synthetic |
EE-005 | healthcare-elective-emergency-flow-coherence-risk-v0.1 | 2,022 | EU | hospital | yes | no | yes | yes | no | yes | Planned lists protected by capacity planning. | Is elective vs emergency flow coherent. Answer coherent or incoherent. | coherent | Planning holds. | stable_flow | Synthetic |
EE-006 | healthcare-elective-emergency-flow-coherence-risk-v0.1 | 2,022 | EU | hospital | yes | yes | no | yes | yes | yes | Surge causes some cancellations but rebooking works. | Is elective vs emergency flow coherent. Answer coherent or incoherent. | coherent | Mitigation keeps coherence. | stable_flow | Synthetic |
EE-007 | healthcare-elective-emergency-flow-coherence-risk-v0.1 | 2,021 | UK | hospital | yes | yes | no | no | yes | no | No buffer and no theatre capacity. | Is elective vs emergency flow coherent. Answer coherent or incoherent. | incoherent | Chronic mismatch. | cancellation_cascade | Synthetic |
EE-008 | healthcare-elective-emergency-flow-coherence-risk-v0.1 | 2,021 | UK | hospital | yes | no | yes | yes | no | yes | Winter pressure but buffers intact. | Is elective vs emergency flow coherent. Answer coherent or incoherent. | coherent | Protected electives. | stable_flow | Synthetic |
EE-009 | healthcare-elective-emergency-flow-coherence-risk-v0.1 | 2,020 | Global | hospital | yes | yes | no | no | yes | yes | Pandemic surge causes cancellations but structured rebooking. | Is elective vs emergency flow coherent. Answer coherent or incoherent. | coherent | Controlled reduction. | stable_flow | Synthetic |
EE-010 | healthcare-elective-emergency-flow-coherence-risk-v0.1 | 2,020 | Global | hospital | yes | yes | no | no | yes | no | Surge forces cancellations with no plan. | Is elective vs emergency flow coherent. Answer coherent or incoherent. | incoherent | Backlog worsens. | cancellation_cascade | Synthetic |
What this repo is for
Detect elective cancellation cascades early.
Tracks alignment between elective lists, emergency demand, bed buffers, theatre capacity, and rebooking follow-through.
Helps hospitals protect planned care while absorbing emergency surges without creating runaway backlogs.
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