uid stringclasses 10
values | dataset_id stringclasses 1
value | year int64 2.02k 2.02k | country stringclasses 4
values | setting stringclasses 3
values | procedure_indicated stringclasses 1
value | consent_complete stringclasses 2
values | prep_complete stringclasses 2
values | patient_identity_verified stringclasses 2
values | team_ready stringclasses 2
values | equipment_ready 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
PC-TR-001 | healthcare-procedure-consent-prep-coherence-risk-v0.1 | 2,024 | UK | hospital | yes | yes | yes | yes | yes | yes | Procedure indicated; consent and prep complete. | Is procedure flow coherent. Answer coherent or incoherent. | coherent | All elements aligned. | safe_procedure | Synthetic |
PC-TR-002 | healthcare-procedure-consent-prep-coherence-risk-v0.1 | 2,024 | UK | hospital | yes | no | no | no | no | no | Consent incomplete and team not ready. | Is procedure flow coherent. Answer coherent or incoherent. | incoherent | Pre-procedure risk. | incident_risk | Synthetic |
PC-TR-003 | healthcare-procedure-consent-prep-coherence-risk-v0.1 | 2,023 | US | acute | yes | yes | yes | yes | yes | yes | Checklist used; equipment ready. | Is procedure flow coherent. Answer coherent or incoherent. | coherent | Safe start. | safe_procedure | Synthetic |
PC-TR-004 | healthcare-procedure-consent-prep-coherence-risk-v0.1 | 2,023 | US | acute | yes | no | no | no | no | no | Identity not verified and consent missing. | Is procedure flow coherent. Answer coherent or incoherent. | incoherent | High safety risk. | incident_risk | Synthetic |
PC-TR-005 | healthcare-procedure-consent-prep-coherence-risk-v0.1 | 2,022 | EU | hospital | yes | yes | yes | yes | yes | yes | All checks passed. | Is procedure flow coherent. Answer coherent or incoherent. | coherent | Aligned flow. | safe_procedure | Synthetic |
PC-TR-006 | healthcare-procedure-consent-prep-coherence-risk-v0.1 | 2,022 | EU | hospital | yes | no | no | no | no | no | Prep incomplete and equipment missing. | Is procedure flow coherent. Answer coherent or incoherent. | incoherent | Delay and risk. | delay_risk | Synthetic |
PC-TR-007 | healthcare-procedure-consent-prep-coherence-risk-v0.1 | 2,021 | UK | hospital | yes | yes | yes | yes | yes | yes | Team brief complete. | Is procedure flow coherent. Answer coherent or incoherent. | coherent | Ready state. | safe_procedure | Synthetic |
PC-TR-008 | healthcare-procedure-consent-prep-coherence-risk-v0.1 | 2,021 | UK | hospital | yes | no | no | no | no | no | Rushed start without consent. | Is procedure flow coherent. Answer coherent or incoherent. | incoherent | Consent failure. | incident_risk | Synthetic |
PC-TR-009 | healthcare-procedure-consent-prep-coherence-risk-v0.1 | 2,020 | Global | clinic | yes | yes | yes | yes | yes | yes | Small procedure; all steps done. | Is procedure flow coherent. Answer coherent or incoherent. | coherent | Stable start. | safe_procedure | Synthetic |
PC-TR-010 | healthcare-procedure-consent-prep-coherence-risk-v0.1 | 2,020 | Global | clinic | yes | no | no | no | no | no | No prep or consent. | Is procedure flow coherent. Answer coherent or incoherent. | incoherent | Unsafe start. | incident_risk | Synthetic |
What this repo is for
Detect breakdown risk before procedures begin.
Tracks alignment between indication, consent, preparation, team readiness, and equipment.
Helps teams prevent wrong-site procedures, delays, and safety incidents.
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