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Author

E. Parimbelli

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Open access Jul 2026

Cognitive Friction in Clinical Decision Support: A Comparative Study of Judicial and Adjunct Human–AI Interaction Protocols

Overall findings suggest that the effectiveness of decision-support systems depends not only on model performance and explanation quality but also on interaction design, and judicial protocols showed promise in mitigating automation bias and promoting active cognitive engagement in clinical decision support.

Samuele Pe, Laura Bergomi, G. Nicora et al. · 0 citations

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