Large language models for zero-shot procedure extraction in orthopedic surgery: a comparative evaluation.

Williamson A, Tavabi N, Kalepalli N, Lavoie-Gagne O, Weiss A, Owens B, Sibley A, García Andújar RA, Santos A, Kim A, Hassan MM, Kiapour AM

Open source

DOI
10.1038/s41598-026-52928-3
Published
2026 May 21
Container
Scientific reports
Publisher
Not recorded
Open access
yes

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BibTeX

@article{allodium:10.1038/s41598-026-52928-3,
  title = {Large language models for zero-shot procedure extraction in orthopedic surgery: a comparative evaluation.},
  author = {Williamson A and Tavabi N and Kalepalli N and Lavoie-Gagne O and Weiss A and Owens B and Sibley A and García Andújar RA and Santos A and Kim A and Hassan MM and Kiapour AM},
  year = {2026},
  journal = {Scientific reports},
  doi = {10.1038/s41598-026-52928-3},
  url = {https://doi.org/10.1038/s41598-026-52928-3}
}

RIS

TY  - JOUR
TI  - Large language models for zero-shot procedure extraction in orthopedic surgery: a comparative evaluation.
AU  - Williamson A
AU  - Tavabi N
AU  - Kalepalli N
AU  - Lavoie-Gagne O
AU  - Weiss A
AU  - Owens B
AU  - Sibley A
AU  - García Andújar RA
AU  - Santos A
AU  - Kim A
AU  - Hassan MM
AU  - Kiapour AM
PY  - 2026
JO  - Scientific reports
DO  - 10.1038/s41598-026-52928-3
UR  - https://doi.org/10.1038/s41598-026-52928-3
ER  - 

APA

A, W., N, T., N, K., O, L., A, W., B, O., A, S., RA, G. A., A, S., A, K., MM, H., & AM, K. (2026). Large language models for zero-shot procedure extraction in orthopedic surgery: a comparative evaluation.. Scientific reports. https://doi.org/10.1038/s41598-026-52928-3

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