A Deep Learning Method to Automatically Identify Reports of Scientifically Rigorous Clinical Research from the Biomedical Literature: Comparative Analytic Study

Guilherme Del Fiol   ^{1 *} , MD, PhD ;   Matthew Michelson   ^{2, 3 *} , PhD ;   Alfonso Iorio   ^{4, 5} , MD, PhD ;   Chris Cotoi   ⁶ , BEng, EMBA ;   R Brian Haynes   ^{4, 5} , MD, PhD

¹ University of Utah, Department of Biomedical Informatics, Salt Lake City, UT, United States

² Evid Science, Los Angeles, CA, United States

³ InferLink Corporation, Los Angeles, CA, United States

⁴ Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON, Canada

⁵ Department of Medicine, Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada

⁶ Health Information Research Unit, McMaster University, Hamilton, ON, Canada

*these authors contributed equally