uid stringclasses 10
values | dataset_id stringclasses 1
value | year int64 2.02k 2.02k | country stringclasses 4
values | setting stringclasses 2
values | list_finalised stringclasses 2
values | patient_prepped stringclasses 2
values | staff_available stringclasses 2
values | theatre_ready stringclasses 2
values | case_started_on_time stringclasses 2
values | list_completed 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
SL-001 | healthcare-surgical-list-utilisation-coherence-risk-v0.1 | 2,024 | UK | hospital | yes | yes | yes | yes | yes | yes | List ran on time and completed. | Is surgical list utilisation coherent. Answer coherent or incoherent. | coherent | All aligned. | on_time_completion | Synthetic |
SL-002 | healthcare-surgical-list-utilisation-coherence-risk-v0.1 | 2,024 | UK | hospital | no | no | no | no | no | no | Late start and cancellations. | Is surgical list utilisation coherent. Answer coherent or incoherent. | incoherent | Mismatch across steps. | delay_risk | Synthetic |
SL-003 | healthcare-surgical-list-utilisation-coherence-risk-v0.1 | 2,023 | US | acute | yes | yes | yes | yes | yes | yes | Staffing matched caseload. | Is surgical list utilisation coherent. Answer coherent or incoherent. | coherent | Flow intact. | on_time_completion | Synthetic |
SL-004 | healthcare-surgical-list-utilisation-coherence-risk-v0.1 | 2,023 | US | acute | yes | no | no | no | no | no | Patient not ready. | Is surgical list utilisation coherent. Answer coherent or incoherent. | incoherent | Prep gap. | delay_risk | Synthetic |
SL-005 | healthcare-surgical-list-utilisation-coherence-risk-v0.1 | 2,022 | EU | hospital | yes | yes | yes | yes | yes | yes | Full list completed. | Is surgical list utilisation coherent. Answer coherent or incoherent. | coherent | Utilisation high. | on_time_completion | Synthetic |
SL-006 | healthcare-surgical-list-utilisation-coherence-risk-v0.1 | 2,022 | EU | hospital | yes | no | no | no | no | no | Theatre turnover slow. | Is surgical list utilisation coherent. Answer coherent or incoherent. | incoherent | Throughput lost. | delay_risk | Synthetic |
SL-007 | healthcare-surgical-list-utilisation-coherence-risk-v0.1 | 2,021 | UK | hospital | yes | yes | yes | yes | yes | yes | Stable theatre flow. | Is surgical list utilisation coherent. Answer coherent or incoherent. | coherent | No disruption. | on_time_completion | Synthetic |
SL-008 | healthcare-surgical-list-utilisation-coherence-risk-v0.1 | 2,021 | UK | hospital | yes | no | no | no | no | no | Case overrun causes cancellations. | Is surgical list utilisation coherent. Answer coherent or incoherent. | incoherent | Cascade delays. | delay_risk | Synthetic |
SL-009 | healthcare-surgical-list-utilisation-coherence-risk-v0.1 | 2,020 | Global | hospital | yes | yes | yes | yes | yes | yes | Pandemic list controlled. | Is surgical list utilisation coherent. Answer coherent or incoherent. | coherent | Adjusted flow works. | on_time_completion | Synthetic |
SL-010 | healthcare-surgical-list-utilisation-coherence-risk-v0.1 | 2,020 | Global | hospital | yes | no | no | no | no | no | Staff redeployed. | Is surgical list utilisation coherent. Answer coherent or incoherent. | incoherent | Resource mismatch. | delay_risk | Synthetic |
What this repo is for
Detect operating theatre under-utilisation and cascade delays early.
Tracks alignment between list planning, patient readiness, staffing, theatre availability, and start times.
Helps hospitals reduce cancellations, increase throughput, and stabilise surgical schedules.
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