31. Enrique A, Palacios JE, Ryan H, Richards D. Exploring the relationship between usage and outcomes of an
internet-based intervention for individuals with depressive symptoms: secondary analysis of data from a
randomized controlled trial. J Med internet Res. 2019;21(8):e12775. doi:10.2196/12775
32. Elliott M, Doane MJ. Stigma management of mental illness: effects of concealment, discrimination, and
identification on well-being. Self Ident. 2015;14(6):654-674. doi:10.1080/15298868.2015.1053518
33. Chen AT, Wu S, Tomasino KN, Lattie EG, Mohr DC. A multi-faceted approach to characterizing user behavior
and experience in a digital mental health intervention. J Biomed Inform. 2019;94:103187. doi:10.1016/j.jbi.2019.
103187
34. Nathan PE, Gorman JM, eds. A Guide to Treatments That Work. Oxford University Press; 2015.
35. Duncan BL, Reese RJ. Empirically supported treatments, evidence-based treatments, and evidence-based
practice. In: Weiner I, Stricker G, Widiger TA, eds. Handbook of Psychology. 2nd ed. Wiley; 2012:489-513.
36. Bellotti V, Edwards K. Intelligibility and accountability: human considerations in context-aware systems. Hum
Comput Interact. 2001;16(2-4):193-212. doi:10.1207/S15327051HCI16234_05
37. Chikersal P, Belgrave D, Doherty G, et al. Understanding client support strategies to improve clinical outcomes
in an online mental health intervention. In: Proceedings of the 2020 CHI Conference on Human Factors in
Computing Systems; Association for Computing Machinery, April 2020. doi:10.1145/3313831.3376341
SUPPLEMENT.
eMethods. Detailed Methods
eTable 1. List of Tools Available on the SilverCloud Health iCBT Platform
eTable 2. Description of Sections Users Engaged With Over a 14 Week Period on the SilverCloud Platform
eTable 3. Estimated Class-Specific Change in PHQ-9 Over Time
eReferences
JAMA Network Open | Psychiatry Machine Learning Approach to Understanding Patterns of Engagement for Mental Health Interventions
JAMA Network Open. 2020;3(7):e2010791. doi:10.1001/jamanetworkopen.2020.10791 (Reprinted) July 17, 2020 12/12
Downloaded From: https://jamanetwork.com/ on 07/07/2023
