The goal of this study is to develop a machine-learning guided recovery messaging system. The main question it aims to answer is can messages be used to: * help people to improve their health * make changes in people's lives to address alcohol and substance use Participants will: * complete surveys * use a recovery-support digital therapeutic app
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AI-rewrites the medical criteria so a patient or caregiver can understand them. Always confirm with the trial site.
Change in heavy drinking days in the previous 60 days
Timeframe: data collected at baseline, 2, 4 months
Change in drinking days in the previous 60 days
Timeframe: data collected at baseline, 2, 4 months
Change in lapse probability
Timeframe: Baseline to 4 months