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The goal of this clinical trial is to learn if a multi-layered digital and pharmacogenomic intervention works to prevent suicide re-attempts in adults with depression. It will also evaluate the safety and effectiveness of continuous digital monitoring, digital safety plans, and precision medication management. The main questions it aims to answer are: * Does the multi-layered intervention lower the rate of suicide re-attempts over a 6-month period compared to standard care? * How do digital tools and genetic-guided prescribing affect depressive symptom severity and treatment-emergent adverse drug reactions? Researchers will compare three groups: participants receiving standard care plus digital monitoring, participants receiving standard care plus digital monitoring and an interactive digital safety plan, and participants receiving standard care plus digital monitoring, a digital safe
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