Virtual Patient Simulations Using Social Robotics Combined With Large Language Models for Clinical Reasoning Training in Medical Education: Mixed Methods Study.

We documented a numerical difference in favor of the social robotic platform with regard to the appropriateness of the VP case’s level of difficulty (mean 4.7, SD 0.5 vs mean 4.3, SD 1.0; OR 2.4, 95% CI –0.1 to 0.9; P =.08); however, this difference did not reach statistical significance.

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