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Can GPT-5 Support Licensing Examination Preparation? Analysis of Accuracy, Reasoning, and Semantic Similarity Across
Christy Muasher-Kerwin1, M Courtney Hughes2, Aida Sanatizadeh3
1Physical Therapy Department, North Central College, 160 E Chicago Ave, Naperville, IL, 60540, United States, 1 6306375865.
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In this cross-sectional study of 300 board-style questions across physical therapy, occupational therapy, and speech-language pathology, we evaluated reasoning types and found high overall accuracy with variation by discipline and reasoning category; the strongest performance was in deductive and analytical reasoning and the lowest accuracy was in evaluative reasoning.
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