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Sep 2026

Role Framing and Trust in Medical AI: Evidence from a Scenario Experiment and EEG.

Online medical AI has evolved from back-end analytical tools to patient-facing service interfaces, making calibrated trust an increasingly important design and governance problem. Drawing on role congruity theory, this study examined how expert and companion role framing is associated with trust across medical task con...

Dong Lv, Rui Sun, Xu-Xin Jiang et al. · 0 citations
#generative ai Open access Sep 2026

When AI Joins the Diagnosis: How Doctor–AI Collaboration Shapes Perceived Doctor Responsibility Under Perceived Diagnostic Errors

When a diagnostic error is perceived, doctor–AI collaborative diagnosis reduces perceived doctor responsibility by increasing perceived shared agency, and this responsibility-reducing effect is weaker when the doctor rejects correct AI advice than when the doctor accepts incorrect AI advice.

Ru-Xia Cheng, Rui Sun, Wen-Long Tang · 0 citations

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