◆ Infection Control and Hospital Epidemiology2026-04-13· Workload
Use of a large language model integrated within the electronic medical record for the evaluation of surgical site infections – Northern California, 2025
Eugenia Miranti, Timothy Keyes, Alvaro Ayala, Nerissa Ambers, Gina Newman, Elmer de Leon, Erika Paola Viana-Cardenas, Wajeeha Tariq, Mindy Sampson, Jorge L. Salinas
原始摘要（英文原文）· Original abstract
Our study evaluated a large language model (gpt-4o-mini) for surgical site infection (SSI) adjudication, achieving 100% sensitivity but 69.4% specificity. While reducing the manual screening workload by 66%, the agent generated many false positives, underscoring the need for refined models to improve specificity without compromising accuracy.
Use of a large language model integrated within the electronic medical record for the evaluation of surgical site infections – Northern California, 2025 — 科研速览 Science Skim