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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Chong Wei

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Open access Mar 2026

Evaluating Large Language Model-Based Automated Scoring in a Voice-Based Virtual Standardized Patient Platform for Medical Students: A Cross-Sectional Agreement Study.

LLM-based scoring in a VSP showed moderate agreement with faculty ratings, performing better for information gathering than for communication, and is suitable for formative use and enhanced sampling in programmatic assessment, but not for independent high-stakes summative decisions.

Xiao-Xing Gao, Xiaoming Huang, R. Hu et al. · 0 citations

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