Use of Large Language Models for Automated Short-Answer Question Grading in Second-Cycle Medical Education: Performance and Consistency Evaluation Study

Sabrina Sidali, Pierre-Antoine Soret, Mathilde Wagner, Thibault Voron, Quentin Vanderbecq

Open source

DOI
10.2196/89445
Published
2026-11-02
Container
JMIR Medical Education
Publisher
JMIR Publications Inc.
Open access
unknown

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BibTeX

@article{allodium:10.2196/89445,
  title = {Use of Large Language Models for Automated Short-Answer Question Grading in Second-Cycle Medical Education: Performance and Consistency Evaluation Study},
  author = {Sabrina Sidali and Pierre-Antoine Soret and Mathilde Wagner and Thibault Voron and Quentin Vanderbecq},
  year = {2026},
  journal = {JMIR Medical Education},
  doi = {10.2196/89445},
  url = {https://doi.org/10.2196/89445}
}

RIS

TY  - JOUR
TI  - Use of Large Language Models for Automated Short-Answer Question Grading in Second-Cycle Medical Education: Performance and Consistency Evaluation Study
AU  - Sabrina Sidali
AU  - Pierre-Antoine Soret
AU  - Mathilde Wagner
AU  - Thibault Voron
AU  - Quentin Vanderbecq
PY  - 2026
JO  - JMIR Medical Education
DO  - 10.2196/89445
UR  - https://doi.org/10.2196/89445
ER  - 

APA

Sidali, S., Soret, P., Wagner, M., Voron, T., & Vanderbecq, Q. (2026). Use of Large Language Models for Automated Short-Answer Question Grading in Second-Cycle Medical Education: Performance and Consistency Evaluation Study. JMIR Medical Education. https://doi.org/10.2196/89445

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