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Automated scoring of student videos in medical education: a comparison between a large language model and expert evaluation

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Video-based assignments are used in medical education, yet expert scoring is time-intensive. Large language models (LLMs) offer scalable alternatives, but their validity for evaluating multimodal student work is uncertain. We examined whether a state-of-the-ar... ...