Comparing Generative Artificial Intelligence vs Experts for Detection of Catheter-Associated Urinary Tract Infection
Shatha Alshanqeeti, Karen C. Coffey, Karrie Mcdermott, A. E. Guzman, Westyn Branch‐Elliman, Katherine E Goodman, Anthony D. Harris, Jonathan Baghdadi, Daniel J. Morgan
Abstract
A retrospective cohort study compared generative artificial intelligence (GenAI) versus infection control expert for catheter-associated urinary tract infection (CAUTI) detection. Sensitivity was 95.2% (20/21), and specificity was 76.2% (16/21), improving to 90% with expert review of GenAI output. GenAI is a promising tool to assist in CAUTI surveillance.
Topics & Concepts
MedicineUrinary systemRetrospective cohort studyCohortArtificial intelligenceGenerative grammarCohort studyExpert systemMachine learningMEDLINEInternal medicineIntensive care medicinePredictive value of testsUrinary Tract Infections ManagementColorectal Cancer Screening and DetectionMachine Learning in Healthcare