Abstract: Provided herein are methods of ameliorating experiential negative symptoms of schizophrenia in a user in need thereof. A computing system may obtain a first metric associated with the user prior to a plurality of time instances. The computing system may repeat across a plurality of time instances, identifying a configuration file selected based on an endpoint for ameliorating the experiential negative symptoms. The computing system may repeat presenting the set of content items identified by the configuration file to prompt the user to perform the activity towards achieving the endpoint. The computing system may obtain a second metric associated with the user after the plurality of time instances. The user may show amelioration of experiential negative symptoms of schizophrenia, when the second metric is lower than the first metric. The computing system may increase the efficacy of the medication that the user is taking to address the schizophrenia.

Abstract: Methods, systems, and computer programs are described for using a using an LLM-based conversation engine to treat a mental health disorder. The method includes obtaining data corresponding to a communication from a user device, determining a current user context based on the obtained data, determining based on the determined user context, whether to invoke the LLM, and based on a determination to invoke the LLM: determining a prompt that is to be provided to the LLM based on the determined user context, providing input data to the LLM, the input data comprising (i) the obtained data and (ii) the determined prompt, obtaining output data, generated by the LLM based on the LLM processing the provided input data, indicating a classification of the provided input data, and using the obtained output data to determine a therapeutic treatment for the user.

Abstract: Provided herein are systems and methods for selecting configuration files for applications. A computing system may maintain configuration files readable by an application. Each of the plurality of configuration files may identify a respective set of content items to prompt users to perform at least one of a plurality of activities via the application towards achieving a respective endpoint of a plurality of endpoints. The computing system may determine an endpoint of the plurality of endpoints to address a condition of a user. The user may be on a medication to address the condition, at least partially in concurrence with performance of the activity via the application. The computing system may select a configuration file identifying a set of content items for an activity of the plurality of activities to be performed by the user via the application towards achieving the endpoint.