uid stringclasses 10
values | dataset_id stringclasses 1
value | year int64 2.02k 2.02k | country stringclasses 4
values | setting stringclasses 3
values | imaging_order_clear stringclasses 1
value | scan_completed stringclasses 1
value | report_available stringclasses 1
value | report_reviewed stringclasses 2
values | critical_findings_flagged 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 3
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
IM-TR-001 | healthcare-imaging-order-report-action-coherence-risk-v0.1 | 2,024 | UK | hospital | yes | yes | yes | yes | yes | yes | CT ordered, report reviewed, action taken. | Is imaging flow coherent. Answer coherent or incoherent. | coherent | Closed diagnostic loop. | safe_care | Synthetic |
IM-TR-002 | healthcare-imaging-order-report-action-coherence-risk-v0.1 | 2,024 | UK | hospital | yes | yes | yes | no | no | no | Report available but not reviewed. | Is imaging flow coherent. Answer coherent or incoherent. | incoherent | Missed result risk. | incident_risk | Synthetic |
IM-TR-003 | healthcare-imaging-order-report-action-coherence-risk-v0.1 | 2,023 | US | acute | yes | yes | yes | yes | yes | yes | Critical finding flagged and treated. | Is imaging flow coherent. Answer coherent or incoherent. | coherent | Timely intervention. | safe_care | Synthetic |
IM-TR-004 | healthcare-imaging-order-report-action-coherence-risk-v0.1 | 2,023 | US | acute | yes | yes | yes | no | no | no | Abnormal report not actioned. | Is imaging flow coherent. Answer coherent or incoherent. | incoherent | Delay risk. | delay_risk | Synthetic |
IM-TR-005 | healthcare-imaging-order-report-action-coherence-risk-v0.1 | 2,022 | EU | hospital | yes | yes | yes | yes | yes | yes | Radiology and team aligned. | Is imaging flow coherent. Answer coherent or incoherent. | coherent | Flow intact. | safe_care | Synthetic |
IM-TR-006 | healthcare-imaging-order-report-action-coherence-risk-v0.1 | 2,022 | EU | hospital | yes | yes | yes | no | no | no | Report filed but not seen. | Is imaging flow coherent. Answer coherent or incoherent. | incoherent | Tracking failure. | incident_risk | Synthetic |
IM-TR-007 | healthcare-imaging-order-report-action-coherence-risk-v0.1 | 2,021 | UK | hospital | yes | yes | yes | yes | yes | yes | Checklist review maintained. | Is imaging flow coherent. Answer coherent or incoherent. | coherent | Checklist effective. | safe_care | Synthetic |
IM-TR-008 | healthcare-imaging-order-report-action-coherence-risk-v0.1 | 2,021 | UK | hospital | yes | yes | yes | no | no | no | Weekend gap in report review. | Is imaging flow coherent. Answer coherent or incoherent. | incoherent | Weekend delay. | delay_risk | Synthetic |
IM-TR-009 | healthcare-imaging-order-report-action-coherence-risk-v0.1 | 2,020 | Global | clinic | yes | yes | yes | yes | yes | yes | Remote reporting with follow-up. | Is imaging flow coherent. Answer coherent or incoherent. | coherent | Continuity intact. | safe_care | Synthetic |
IM-TR-010 | healthcare-imaging-order-report-action-coherence-risk-v0.1 | 2,020 | Global | clinic | yes | yes | yes | no | no | no | Remote report not actioned. | Is imaging flow coherent. Answer coherent or incoherent. | incoherent | Action gap. | delay_risk | Synthetic |
What this repo is for
Detect imaging workflow breakdown before harm occurs.
Tracks alignment between imaging order, report review, critical finding flagging, and clinical action.
Helps teams prevent missed findings, delayed treatment, and diagnostic safety incidents.
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