Developing a machine learning model to detect diagnostic uncertainty in clinical documentation.

Autor: Marshall TL; Division of Hospital Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA.; Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, Ohio, USA., Nickels LC; Digital Scholarship Center, University of Cincinnati Libraries and College of Arts and Sciences, Cincinnati, Ohio, USA.; AI for All Lab, Digital Futures Program, University of Cincinnati, Cincinnati, Ohio, USA., Brady PW; Division of Hospital Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA.; Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, Ohio, USA.; James M. Anderson Center for Health Systems Excellence, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA., Edgerton EJ; Digital Scholarship Center, University of Cincinnati Libraries and College of Arts and Sciences, Cincinnati, Ohio, USA.; AI for All Lab, Digital Futures Program, University of Cincinnati, Cincinnati, Ohio, USA., Lee JJ; Digital Scholarship Center, University of Cincinnati Libraries and College of Arts and Sciences, Cincinnati, Ohio, USA.; AI for All Lab, Digital Futures Program, University of Cincinnati, Cincinnati, Ohio, USA., Hagedorn PA; Division of Hospital Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA.; Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, Ohio, USA.; Department of Information Services, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA.; Division of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA.

Publikováno v: Journal of hospital medicine [J Hosp Med] 2023 May; Vol. 18 (5), pp. 405-412. Date of Electronic Publication: 2023 Mar 15.