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Gustavo Pereira Mais

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Review Open access Oct 2026

GENERATIVE ARTIFICIAL INTELLIGENCE AND THE VALIDITY CRISIS OF ASSESSMENT IN MEDICAL EDUCATION: AN INTEGRATIVE REVIEW

Introduction: The rapid spread of generative artificial intelligence tools based on large language models has challenged the assumptions that support assessment in medical education. When a chatbot can answer licensing-style questions, write reflective narratives, generate test items, and score clinical performance, th...

Viviane Canhizares Evangelista de Araújo, Marcia Abusio, P. P. Herculiani et al. · 0 citations

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