Enhancing Clinician Trust in AI Diagnostics: A Dynamic Framework for Confidence Calibration and Transparency.

Diagnostics (Basel) · 2025 · PMC12428550 · PMID 40941691

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highly significantno p-value reported

With 2 degrees of freedom, the test yielded a χ 2 of 991.01 and a p -value less than 0.0001, indicating a highly significant association between transparency level and override likelihood.

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