How machine-learning recommendations influence clinician treatment selections: the example of the antidepressant selection

Abstract Decision support systems embodying machine learning models offer the promise of an improved standard of care for major depressive disorder, but little is known about how clinicians’ treatment decisions will be influenced by machine learning recommendations and explanations. We used a within...

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Bibliographic Details
Main Authors: Maia Jacobs, Melanie F. Pradier, Thomas H. McCoy, Roy H. Perlis, Finale Doshi-Velez, Krzysztof Z. Gajos
Format: Article
Language:English
Published: Nature Publishing Group 2021-02-01
Series:Translational Psychiatry
Online Access:https://doi.org/10.1038/s41398-021-01224-x