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ENTITY Calibrated Triage, Not Autonomy: Confidence Estimation for Medical Vision-Language Models

Calibrated Triage, Not Autonomy: Confidence Estimation for Medical Vision-Language Models

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  1. TOOL · CL_93535 ·

    Medical AI models need calibrated confidence for safe triage, not autonomy

    A new research paper explores the effectiveness of confidence estimation for medical vision-language models (LVLMs). The study found that while LVLMs can generate fluent and confident answers, they often do so without a…