Misleading Results in Posttraumatic Stress Disorder Predictive Models Using Electronic Health Record Data: Algorithm Validation Study - Crow, Thomas M; Lin, Eric; Harper, Kelly L; Crowe, Michael L; Keane, Terence M; Marx, Brian P (Journal of medical Internet research, 2025)
Keywords: Adult; Algorithms; Artificial Intelligence; Clinical Informatics; Clinical Information and Decision Making; Electronic Health Records; Electronic/Mobile Data Capture, Internet-based Survey & Research Methodology; Female; Humans; Machine Learning; Male; Middle Aged; Original Paper; Posttraumatic Stress Disorder (PTSD); Public (e)Health, Digital Epidemiology and Public Health Informatics; Stress Disorders, Post-Traumatic - diagnosis; Tools, Programs and Algorithms; United States; Veterans; United States; veterans; clinical informatics; clinics; mental health; electronic health records; machine learning; misleading information; posttraumatic stress disorder; PTSD; clinical prediction models; semistructured interview; stress disorder; sensitivity analyses; clinic; misleading result; posttraumatic