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...