uid stringclasses 10
values | dataset_id stringclasses 1
value | year int64 2.02k 2.02k | country stringclasses 4
values | hospital_type stringclasses 2
values | demand_matches_slots stringclasses 2
values | staff_cover_ok stringclasses 2
values | machine_uptime_ok stringclasses 2
values | urgent_priority_ok stringclasses 2
values | reporting_delay_trend stringclasses 2
values | queue_trend 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
IM-TR-001 | healthcare-imaging-queue-coherence-risk-v0.1 | 2,024 | UK | acute | yes | yes | yes | yes | stable | stable | Scan demand matches capacity; reports timely. | Is imaging queue coherent. Answer coherent or incoherent. | coherent | Capacity and demand aligned. | stable_flow | Synthetic |
IM-TR-002 | healthcare-imaging-queue-coherence-risk-v0.1 | 2,024 | UK | acute | no | no | no | no | rising | rising | Machine downtime and staff gaps. | Is imaging queue coherent. Answer coherent or incoherent. | incoherent | Backlog forming. | delay_risk | Synthetic |
IM-TR-003 | healthcare-imaging-queue-coherence-risk-v0.1 | 2,023 | US | teaching | yes | yes | yes | yes | stable | stable | Urgent scans prioritised and reported. | Is imaging queue coherent. Answer coherent or incoherent. | coherent | Flow stable. | stable_flow | Synthetic |
IM-TR-004 | healthcare-imaging-queue-coherence-risk-v0.1 | 2,023 | US | teaching | no | no | no | no | rising | rising | Reporting backlog and delays. | Is imaging queue coherent. Answer coherent or incoherent. | incoherent | Queue growth. | delay_risk | Synthetic |
IM-TR-005 | healthcare-imaging-queue-coherence-risk-v0.1 | 2,022 | EU | acute | yes | yes | yes | yes | stable | stable | Slots and demand aligned. | Is imaging queue coherent. Answer coherent or incoherent. | coherent | Stable service. | stable_flow | Synthetic |
IM-TR-006 | healthcare-imaging-queue-coherence-risk-v0.1 | 2,022 | EU | acute | no | no | no | no | rising | rising | Downtime and staffing gaps. | Is imaging queue coherent. Answer coherent or incoherent. | incoherent | Capacity mismatch. | delay_risk | Synthetic |
IM-TR-007 | healthcare-imaging-queue-coherence-risk-v0.1 | 2,021 | UK | acute | yes | yes | yes | yes | stable | stable | Winter demand managed. | Is imaging queue coherent. Answer coherent or incoherent. | coherent | Adaptive scheduling. | stable_flow | Synthetic |
IM-TR-008 | healthcare-imaging-queue-coherence-risk-v0.1 | 2,021 | UK | acute | no | no | no | no | rising | rising | Winter backlog grows. | Is imaging queue coherent. Answer coherent or incoherent. | incoherent | Late escalation. | delay_risk | Synthetic |
IM-TR-009 | healthcare-imaging-queue-coherence-risk-v0.1 | 2,020 | Global | acute | yes | yes | yes | yes | stable | stable | Extra sessions stabilise queue. | Is imaging queue coherent. Answer coherent or incoherent. | coherent | Capacity adjusted. | stable_flow | Synthetic |
IM-TR-010 | healthcare-imaging-queue-coherence-risk-v0.1 | 2,020 | Global | acute | no | no | no | no | rising | rising | Pandemic disruption. | Is imaging queue coherent. Answer coherent or incoherent. | incoherent | Backlog and delay. | delay_risk | Synthetic |
What this repo is for
detect imaging backlog early
prevent urgent delays
align slots and staffing
reduce reporting lag
support operational planning
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