Zero-shot large language model application for surgical site infection auditing.

Journal: Infection, disease & health
Published Date: May 21, 2025

Abstract

INTRODUCTION: Artificial intelligence, in particular large language models (LLM), may be able to assist with monitoring for surgical site infections (SSI).

Authors

  • Shrirajh Satheakeerthy
    SA Health, Adelaide, SA, 5000, Australia.
  • Brandon Stretton
    Faculty of Health and Medical Sciences, Adelaide Medical School, University of Adelaide, Adelaide, SA 5000 Australia.
  • James Tsimiklis
    Adelaide Medical School, The University of Adelaide, Adelaide, SA, 5005, Australia.
  • Andrew Ec Booth
    Lyell McEwin Hospital, Elizabeth Vale, SA, 5112, Australia; Adelaide Medical School, The University of Adelaide, Adelaide, SA, 5005, Australia; Royal Adelaide Hospital, Adelaide, SA, 5000, Australia.
  • Sarah Howson
    SA Health, Adelaide, SA, 5000, Australia.
  • Shaun Evans
    SA Health, Adelaide, SA, 5000, Australia.
  • Christina Guo
    The Institute of Cancer Research, Sutton, London, United Kingdom.
  • Joshua Kovoor
    Faculty of Health and Medical Sciences, Adelaide Medical School, University of Adelaide, Adelaide, SA 5000 Australia.
  • Aashray Gupta
    Adelaide Medical School, The University of Adelaide, Adelaide, South Australia, Australia.
  • Christina Gao
    Faculty of Health & Medical Sciences, The University of Adelaide, Adelaide, South Australia, Australia.
  • Weng Onn Chan
    Faculty of Health & Medical Sciences, The University of Adelaide, Adelaide, South Australia, Australia.
  • Tim French
    Department of Computer Science & Software Engineering, The University of Western Australia, Australia.
  • Amelia Demopoulos
    Massachusetts General Hospital, Boston, MA, 02114, USA; Harvard Medical School, Boston, MA, 02115, USA.
  • Alyssa Pradhan
    The Alfred Hospital, Melbourne, VIC, 3004, Australia.
  • Samuel Gluck
    Neurology Department, Royal Adelaide Hospital, Port Road, Adelaide, SA, 5000, Australia.
  • Toby Gilbert
    Neurology Department, Royal Adelaide Hospital, Port Road, Adelaide, SA, 5000, Australia.
  • Matthew Blake Roberts
    Royal Adelaide Hospital, Adelaide, SA, 5000, Australia.
  • Camille Kotton
    Massachusetts General Hospital, Boston, MA, 02114, USA; Harvard Medical School, Boston, MA, 02115, USA.
  • Stephen Bacchi
    Faculty of Health and Medical Sciences, Adelaide Medical School, University of Adelaide, Adelaide, SA 5000 Australia.

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