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(C) and (D) Performance of training on BIDMC data and testing on MGH data. AUPRC: area under the precision-recall curve; AUROC: area under the receiver operating characteristic curve; BIDMC: Beth Israel Deaconess Medical Center; MGH: Mass General Hospital; PR: precision-recall; ROC: receiver operating characteristic.
Logistic regression coefficients from using the model trained with notes, ICDa codes, and medications. Unexpected results are discussed in the Error Analysis section.
JMIR Med Inform 2025;13:e64113
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The Use of Mobile Apps in Adolescent Psychotherapy: Assessment of Psychotherapists’ Perspectives
Factors mentioned in study 1 are marked with "b"; factors mentioned in study 2 are marked with "c"; and factors mentioned in study 3 are marked with "d." The factors in the model were also mentioned in other studies as relevant association factors with psychotherapists' mental health app use.
Like the development of the LAMH model, previous research on drivers and barriers has primarily focused on the theoretical perspectives of psychotherapists [9,24,44,45,47].
JMIR Form Res 2025;9:e65788
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