uid stringclasses 10
values | dataset_id stringclasses 1
value | year int64 2.02k 2.02k | country stringclasses 4
values | setting stringclasses 2
values | scan_completed stringclasses 1
value | report_drafted stringclasses 2
values | report_validated stringclasses 2
values | report_released stringclasses 2
values | clinician_notified stringclasses 2
values | action_taken 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-001 | healthcare-diagnostic-imaging-report-turnaround-coherence-risk-v0.1 | 2,024 | UK | hospital | yes | yes | yes | yes | yes | yes | CT scan reported and acted on within target. | Is imaging turnaround coherent. Answer coherent or incoherent. | coherent | Full pipeline aligned. | timely_diagnosis | Synthetic |
IM-002 | healthcare-diagnostic-imaging-report-turnaround-coherence-risk-v0.1 | 2,024 | UK | hospital | yes | no | no | no | no | no | Scan done but report delayed. | Is imaging turnaround coherent. Answer coherent or incoherent. | incoherent | Backlog risk. | delay_risk | Synthetic |
IM-003 | healthcare-diagnostic-imaging-report-turnaround-coherence-risk-v0.1 | 2,023 | US | acute | yes | yes | yes | yes | yes | yes | MRI reported same day. | Is imaging turnaround coherent. Answer coherent or incoherent. | coherent | Fast reporting. | timely_diagnosis | Synthetic |
IM-004 | healthcare-diagnostic-imaging-report-turnaround-coherence-risk-v0.1 | 2,023 | US | acute | yes | no | no | no | no | no | Radiologist backlog. | Is imaging turnaround coherent. Answer coherent or incoherent. | incoherent | Report queue builds. | delay_risk | Synthetic |
IM-005 | healthcare-diagnostic-imaging-report-turnaround-coherence-risk-v0.1 | 2,022 | EU | hospital | yes | yes | yes | yes | yes | yes | Ultrasound reported and reviewed. | Is imaging turnaround coherent. Answer coherent or incoherent. | coherent | Continuity intact. | timely_diagnosis | Synthetic |
IM-006 | healthcare-diagnostic-imaging-report-turnaround-coherence-risk-v0.1 | 2,022 | EU | hospital | yes | no | no | no | no | no | Validation delay. | Is imaging turnaround coherent. Answer coherent or incoherent. | incoherent | Workflow gap. | delay_risk | Synthetic |
IM-007 | healthcare-diagnostic-imaging-report-turnaround-coherence-risk-v0.1 | 2,021 | UK | hospital | yes | yes | yes | yes | yes | yes | Night shift reporting aligned. | Is imaging turnaround coherent. Answer coherent or incoherent. | coherent | Stable flow. | timely_diagnosis | Synthetic |
IM-008 | healthcare-diagnostic-imaging-report-turnaround-coherence-risk-v0.1 | 2,021 | UK | hospital | yes | no | no | no | no | no | Report stuck in system. | Is imaging turnaround coherent. Answer coherent or incoherent. | incoherent | Communication gap. | delay_risk | Synthetic |
IM-009 | healthcare-diagnostic-imaging-report-turnaround-coherence-risk-v0.1 | 2,020 | Global | hospital | yes | yes | yes | yes | yes | yes | Pandemic reporting stable. | Is imaging turnaround coherent. Answer coherent or incoherent. | coherent | Throughput maintained. | timely_diagnosis | Synthetic |
IM-010 | healthcare-diagnostic-imaging-report-turnaround-coherence-risk-v0.1 | 2,020 | Global | hospital | yes | no | no | no | no | no | Imaging backlog grows. | Is imaging turnaround coherent. Answer coherent or incoherent. | incoherent | System strain. | delay_risk | Synthetic |
What this repo is for
Detect diagnostic delay risk early.
Tracks alignment between scan completion, reporting, validation, release, clinician notification, and clinical action.
Helps hospitals reduce missed results, prevent diagnostic delays, and stabilise care pathways.
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