Prediction in routine care: a naturalistic comparison of clinicians and a machine learning model for patients receiving treatment for generalised anxiety disorder

H. Delamain; L. Dolby; H. Partington; C. K. Chu; J. W. Suh; J. Leibowitz; S. Pilling; R. Saunders; J. E.J. Buckman

doi:10.1080/10503307.2026.2715402

Prediction in routine care: a naturalistic comparison of clinicians and a machine learning model for patients receiving treatment for generalised anxiety disorder

H. Delamain
, L. Dolby
, H. Partington
, C. K. Chu
, J. W. Suh
, J. Leibowitz
, S. Pilling
, R. Saunders
, J. E.J. Buckman

Research output: Contribution to journal › Article › peer-review

Original language	English
Journal	Psychotherapy Research
Early online date	13 Aug 2026
DOIs	https://doi.org/10.1080/10503307.2026.2715402
Publication status	E-pub ahead of print - 13 Aug 2026

Keywords

clinical judgement
decision support
Generalised anxiety disorder
machine learning
psychotherapy outcomes
treatment outcome prediction

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10.1080/10503307.2026.2715402Licence: CC BY

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Delamain, H., Dolby, L., Partington, H., Chu, C. K., Suh, J. W., Leibowitz, J., Pilling, S., Saunders, R., & Buckman, J. E. J. (2026). Prediction in routine care: a naturalistic comparison of clinicians and a machine learning model for patients receiving treatment for generalised anxiety disorder. Psychotherapy Research. Advance online publication. https://doi.org/10.1080/10503307.2026.2715402

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AU - Partington, H.

AU - Chu, C. K.

AU - Suh, J. W.

AU - Leibowitz, J.

AU - Pilling, S.

AU - Saunders, R.

AU - Buckman, J. E.J.

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KW - psychotherapy outcomes

KW - treatment outcome prediction

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JO - Psychotherapy Research

JF - Psychotherapy Research

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Prediction in routine care: a naturalistic comparison of clinicians and a machine learning model for patients receiving treatment for generalised anxiety disorder

Keywords

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