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Kazuyoshi Okawa

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Open access Sep 2026

Assessment Design in the Era of Large Language Models: Evidence From Japanese Health Professions Licensing Examinations

LLM performance in licensing examinations was strongly influenced by domain, search access, and visual characteristics, whereas associations with response format were less consistent and model-dependent.

Toshitsugu Sakurai, Daichi Aizawa, Kazuyoshi Okawa et al. · 0 citations

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