Adolescent, parent, and provider attitudes toward a machine learning based clinical decision support system for selecting treatment for youth depression.

"Declarations Ethics approval and consent to participateAll study protocols were reviewed by the University of Minnesota Institutional Review Board (IRB). In Study 1, the need for approval for the provider focus group protocol (IRB STUDY00013625) was waived by the Institutional Review Board (IRB) of the University of Minnesota. The parent and youth focus group protocol (IRB STUDY00014742) was reviewed and approved by the University of Minnesota IRB, and parent informed consent and youth assent were collected prior to study participation. Study 2 (IRB STUDY00014742) was reviewed and approved by the University of Minnesota IRB, and parent informed consent and youth assent were collected prior to study participation. All research procedures were performed in accordance with relevant guidelines and regulations. Consent for publicationNot applicable. Competing interestsThe authors declare no competing interests. Competing interests The authors declare no competing interests."

"Funding This study was funded by the University of Minnesota College of Education and Human Development and the National Institutes of Health’s National Center for Advancing Translational Sciences, grant UL1TR002494. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health’s National Center for Advancing Translational Sciences."