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

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-subject...

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Veröffentlicht in:Transl Psychiatry
Hauptverfasser: Jacobs, Maia, Pradier, Melanie F., McCoy, Thomas H., Perlis, Roy H., Doshi-Velez, Finale, Gajos, Krzysztof Z.
Format: Artigo
Sprache:Inglês
Veröffentlicht: Nature Publishing Group UK 2021
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Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7862671/
https://ncbi.nlm.nih.gov/pubmed/33542191
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41398-021-01224-x
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