TrustEHRAgent, an EHR assistant with step-by-step confidence checks, scores 44% and 25% accuracy on MIMIC-III and eICU when only answers it is 70% confident in are counted, while baseline methods score 0%.
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Trustworthy Agents for Electronic Health Records through Confidence Estimation
TrustEHRAgent, an EHR assistant with step-by-step confidence checks, scores 44% and 25% accuracy on MIMIC-III and eICU when only answers it is 70% confident in are counted, while baseline methods score 0%.