Hidden failure modes of large language models in healthcare-associated infection surveillance: a structured evaluation using NHSN definitions.

Alzyood M, Veldhuis A, Stevenson H, Sheikh S

DOI: 10.1017/ice.2026.10444
Published: 2026 Apr 6
Container: Infection control and hospital epidemiology
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1017/ice.2026.10444,
  title = {Hidden failure modes of large language models in healthcare-associated infection surveillance: a structured evaluation using NHSN definitions.},
  author = {Alzyood M and Veldhuis A and Stevenson H and Sheikh S},
  year = {2026},
  journal = {Infection control and hospital epidemiology},
  doi = {10.1017/ice.2026.10444},
  url = {https://doi.org/10.1017/ice.2026.10444}
}

RIS

TY  - JOUR
TI  - Hidden failure modes of large language models in healthcare-associated infection surveillance: a structured evaluation using NHSN definitions.
AU  - Alzyood M
AU  - Veldhuis A
AU  - Stevenson H
AU  - Sheikh S
PY  - 2026
JO  - Infection control and hospital epidemiology
DO  - 10.1017/ice.2026.10444
UR  - https://doi.org/10.1017/ice.2026.10444
ER  -

APA

M, A., A, V., H, S., & S, S. (2026). Hidden failure modes of large language models in healthcare-associated infection surveillance: a structured evaluation using NHSN definitions.. Infection control and hospital epidemiology. https://doi.org/10.1017/ice.2026.10444

Source records

pubmed · retrieved 2026-09-25T18:11:13.772Z