MobiHealth News January 2, 2026
VeriFact analyzes statements in AI-generated clinical text against patients’ EHRs to identify factual errors, achieving 93.2% agreement with clinicians.
Researchers at Stanford University have developed a platform called VeriFact that pulls clinical data from a patient’s EHR and uses an large language model to determine whether AI-generated documentation about that patient is accurate.
According to a study published in NEJM AI, researchers sought to test the accuracy of text generated by LLMs in the clinical setting compared with a patient’s real medical record.
Researchers created VeriFact, a system that pulls relevant data from the EHR and analyzes it, using an “LLM-as-a-judge” approach to evaluate whether the generated statements are factually supported by the EHR data.
“VeriFact is an AI system...
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