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From simulation to pedagogy: structured AI standardized patients for clinical communication training validated through multi-model and randomized evaluation

2026-04-28

Abstract excerpt

Standardized patients (SPs) are central to clinical communication training but are constrained by cost, scalability, and reliance on trained actors. We present AI standardized patients (AI-SPs), large language model–driven simulators governed by a three-layer information architecture that modulates disclosure according to learner skill. We validate this approach across three phases. In Phase 1, blinded expert eval...

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Literature Corpus work
410470e5-2238-5cb0-ad9a-6a51b9a51eec
DOI
10.64898/2026.04.26.26351793
Open publication

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From simulation to pedagogy: structured AI standardized patients for clinical communication training validated through multi-model and randomized evaluationDOI 10.64898/2026.04.26.26351793
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