uid stringclasses 10
values | dataset_id stringclasses 1
value | care_setting stringclasses 3
values | consent_present_signal stringclasses 2
values | consent_specificity_signal stringclasses 3
values | procedure_planned_signal stringclasses 8
values | procedure_performed_signal stringclasses 9
values | procedure_matches_consent_signal stringclasses 3
values | material_risks_documented_signal stringclasses 3
values | alternatives_documented_signal stringclasses 3
values | capacity_assessed_signal stringclasses 3
values | consent_timing_signal stringclasses 4
values | documentation_complete_signal stringclasses 3
values | system_outcome_signal stringclasses 3
values | clinical_summary stringclasses 10
values | question stringclasses 1
value | ground_truth_label stringclasses 2
values | ground_truth_rationale stringclasses 10
values | lead_time_window_hours int64 6 168 | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
CCPR-001 | clinical-consent-procedure-coherence-risk-v0.1 | Theatre | yes | specific | lap_chole | lap_chole | yes | yes | yes | yes | on_time | yes | stable | Consent present and specific. Planned procedure matches performed. Risks, alternatives, and capacity documented. Timing appropriate. | Is consent vs procedure coherent. Answer coherent or incoherent. | coherent | Performed matches consent scope. | 24 | Synthetic |
CCPR-002 | clinical-consent-procedure-coherence-risk-v0.1 | Theatre | yes | generic | lap_chole | open_chole | no | no | no | yes | on_time | no | medico_legal_risk | Consent generic. Procedure converted to open but consent does not cover conversion or risks. Documentation incomplete. | Is consent vs procedure coherent. Answer coherent or incoherent. | incoherent | Procedure mismatch and missing risks. | 24 | Synthetic |
CCPR-003 | clinical-consent-procedure-coherence-risk-v0.1 | Theatre | no | none | appendectomy | appendectomy | not_applicable | no | no | no | none | no | medico_legal_risk | No consent form recorded. Procedure performed. No capacity record. | Is consent vs procedure coherent. Answer coherent or incoherent. | incoherent | Consent missing. | 24 | Synthetic |
CCPR-004 | clinical-consent-procedure-coherence-risk-v0.1 | Theatre | yes | specific | hip_replacement | hip_replacement | yes | yes | yes | yes | on_time | yes | stable | Consent specific for hip replacement. Risks and alternatives documented. Capacity assessed. Procedure matches. | Is consent vs procedure coherent. Answer coherent or incoherent. | coherent | Aligned. | 48 | Synthetic |
CCPR-005 | clinical-consent-procedure-coherence-risk-v0.1 | ED | yes | specific | procedural_sedation | procedural_sedation | yes | yes | yes | yes | late | no | governance_risk | Consent documented but timing late relative to procedure. Documentation incomplete. | Is consent vs procedure coherent. Answer coherent or incoherent. | incoherent | Timing and documentation gap. | 6 | Synthetic |
CCPR-006 | clinical-consent-procedure-coherence-risk-v0.1 | Theatre | yes | specific | lap_appendectomy | lap_appendectomy | yes | yes | no | yes | on_time | yes | stable | Consent present with procedure match. Risks documented but alternatives not documented. Capacity assessed and record complete for scope. | Is consent vs procedure coherent. Answer coherent or incoherent. | coherent | Scope match despite minor documentation gap. | 24 | Synthetic |
CCPR-007 | clinical-consent-procedure-coherence-risk-v0.1 | Theatre | yes | specific | knee_arthroscopy | knee_arthroscopy | yes | no | yes | yes | on_time | no | medico_legal_risk | Consent specific but material risks not documented. Documentation incomplete. | Is consent vs procedure coherent. Answer coherent or incoherent. | incoherent | Material risks missing. | 24 | Synthetic |
CCPR-008 | clinical-consent-procedure-coherence-risk-v0.1 | Theatre | yes | specific | lap_chole | open_chole | no | yes | yes | yes | on_time | yes | stable | Consent included possible conversion to open, with risks. Conversion occurred and matches consent. | Is consent vs procedure coherent. Answer coherent or incoherent. | coherent | Conversion covered by consent. | 24 | Synthetic |
CCPR-009 | clinical-consent-procedure-coherence-risk-v0.1 | Outpatient | no | none | none | none | not_applicable | not_applicable | not_applicable | not_applicable | not_applicable | not_applicable | stable | No procedure episode. | Is consent vs procedure coherent. Answer coherent or incoherent. | coherent | No consent loop required. | 168 | Synthetic |
CCPR-010 | clinical-consent-procedure-coherence-risk-v0.1 | Theatre | yes | generic | biopsy_site_A | biopsy_site_B | no | no | no | yes | on_time | no | medico_legal_risk | Consent generic and site mismatch between planned and performed. Risks and alternatives not documented. | Is consent vs procedure coherent. Answer coherent or incoherent. | incoherent | Wrong scope and missing documentation. | 48 | Synthetic |
What this repo is for
This dataset tests whether a model can detect coupling failures between consent documentation and the procedure that is actually performed.
It measures alignment between consent scope and validity and the performed procedure including conversions, site, and documented material risks.
It predicts complaints and serious incident review risk consent invalidation risk medico-legal exposure governance breakdown signals.
You use it for clinical governance audits surgical pathway safety evaluation clinical AI decision support safety testing
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