ClarusC64/clinical-consent-procedure-coherence-risk-v0.1
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… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-consent-procedure-coherence-risk-v0.1.
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
