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Action recommendations review in community-based therapy and depression and anxiety outcomes: a machine learning approach

Abstract Background While the positive impact of homework completion on symptom alleviation is well-established, the pivotal role of therapists in reviewing these assignments has been under-investigated. This study examined therapists' practice of assigning and reviewing action recommendations in th...

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Principais autores: Amit Spinrad, C. Barr Taylor, Josef I. Ruzek, Samuel Jefroykin, Tamar Friedlander, Israela Feleke, Hila Lev-Ari, Natalia Szapiro, Shiri Sadeh-Sharvit
Format: Artigo
Sprog:Inglês
Udgivet: BMC 2024-02-01
Serier:BMC Psychiatry
Fag:
Activation
Deep learning
Empirically-based practice
Natural language processing
Behavioral treatment
Machine learning
Online adgang:https://doi.org/10.1186/s12888-024-05570-0
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