Atomic fact-checking of LLM oncology recommendations increased clinician trust from 26.9% to 66.5% (Cohen's d=0.94) in a trial of 356 doctors.
Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead
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Atomic Fact-Checking Increases Clinician Trust in Large Language Model Recommendations for Oncology Decision Support: A Randomized Controlled Trial
Atomic fact-checking of LLM oncology recommendations increased clinician trust from 26.9% to 66.5% (Cohen's d=0.94) in a trial of 356 doctors.