Evaluating Large Language Model-Based Automated Scoring in a Voice-Based Virtual Standardized Patient Platform for Medical Students: A Cross-Sectional Agreement Study.
- DOI
- 10.2196/95578
- Published
- 2026-07-30
- Container
- JMIR Med Educ
- Publisher
- Not recorded
- Open access
- no
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Cite this work
BibTeX
@article{allodium:10.2196/95578,
title = {Evaluating Large Language Model-Based Automated Scoring in a Voice-Based Virtual Standardized Patient Platform for Medical Students: A Cross-Sectional Agreement Study.},
author = {Gao X and Huang X and Hu R and Zhang L and Liu H and Zhang B and Wei C and Qiu W and Zhang M and Sun X.},
year = {2026},
journal = {JMIR Med Educ},
doi = {10.2196/95578},
url = {https://doi.org/10.2196/95578}
}RIS
TY - JOUR TI - Evaluating Large Language Model-Based Automated Scoring in a Voice-Based Virtual Standardized Patient Platform for Medical Students: A Cross-Sectional Agreement Study. AU - Gao X AU - Huang X AU - Hu R AU - Zhang L AU - Liu H AU - Zhang B AU - Wei C AU - Qiu W AU - Zhang M AU - Sun X. PY - 2026 JO - JMIR Med Educ DO - 10.2196/95578 UR - https://doi.org/10.2196/95578 ER -
APA
X, G., X, H., R, H., L, Z., H, L., B, Z., C, W., W, Q., M, Z., & X., S. (2026). Evaluating Large Language Model-Based Automated Scoring in a Voice-Based Virtual Standardized Patient Platform for Medical Students: A Cross-Sectional Agreement Study.. JMIR Med Educ. https://doi.org/10.2196/95578
Source records
- europe-pmc · retrieved 2026-09-25T07:09:54.347Z