Low AI confidence reduced clinician trust and agreement and increased decision time, while high confidence corresponded to a small drop in diagnostic accuracy in a 28-participant web experiment.
Do as AI say: susceptibility in deployment of clinical decision- aids,
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Explainability and AI Confidence in Clinical Decision Support Systems: Effects on Trust, Diagnostic Performance, and Cognitive Load in Breast Cancer Care
Low AI confidence reduced clinician trust and agreement and increased decision time, while high confidence corresponded to a small drop in diagnostic accuracy in a 28-participant web experiment.