American Society of Anesthesiologists Physical Status Classification: Hybrid Machine Learning–Large Language Model Ensemble Retrospective Validation Study

Christabelle Pabalan, Alvin Stewart, Gabrielle Fisher, Andrew Fisher

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DOI: 10.2196/90724
Published: 2026-11-05
Container: Journal of Medical Internet Research
Publisher: JMIR Publications Inc.
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.2196/90724,
  title = {American Society of Anesthesiologists Physical Status Classification: Hybrid Machine Learning–Large Language Model Ensemble Retrospective Validation Study},
  author = {Christabelle Pabalan and Alvin Stewart and Gabrielle Fisher and Andrew Fisher},
  year = {2026},
  journal = {Journal of Medical Internet Research},
  doi = {10.2196/90724},
  url = {https://doi.org/10.2196/90724}
}

RIS

TY  - JOUR
TI  - American Society of Anesthesiologists Physical Status Classification: Hybrid Machine Learning–Large Language Model Ensemble Retrospective Validation Study
AU  - Christabelle Pabalan
AU  - Alvin Stewart
AU  - Gabrielle Fisher
AU  - Andrew Fisher
PY  - 2026
JO  - Journal of Medical Internet Research
DO  - 10.2196/90724
UR  - https://doi.org/10.2196/90724
ER  -

APA

Pabalan, C., Stewart, A., Fisher, G., & Fisher, A. (2026). American Society of Anesthesiologists Physical Status Classification: Hybrid Machine Learning–Large Language Model Ensemble Retrospective Validation Study. Journal of Medical Internet Research. https://doi.org/10.2196/90724

Source records

crossref · retrieved 2026-11-09T13:06:29.634Z