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Use of a large language model integrated within the electronic medical record for the evaluation of surgical site infections - Northern California, 2025.
Use of a large language model integrated within the electronic medical record for the evaluation of surgical site infections - Northern California, 2025. Infection control and hospital epidemiology Miranti, E., Keyes, T., Ayala, A., Ambers, N., Newman, G., de Leon, E., Viana-Cardenas, E. P., Tariq, W., Sampson, M., Salinas, J. L. 2026: 1-3Abstract
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.
View details for DOI 10.1017/ice.2026.10432
View details for PubMedID 41972262