1. A method for supporting a patient through a treatment regimen, the patient associated with a health condition, the method comprising: accessing a first log of use of a native communication application executing on a mobile computing device by the patient within a first time period; receiving a first survey response corresponding to the first time period from the patient; estimating a first adherence to the treatment regimen by the patient within the first time period based on the first survey response; correlating the first log of use of the native communication application with the first adherence to the treatment regimen; accessing a second log of use of the native communication application by the patient within a second time period; receiving a second survey response from the patient within the second time period; estimating a second adherence of the patient within the second time period based on the second survey response; correlating the second log of use of the native communication application with the second adherence to the treatment regimen; generating a patient regimen adherence model comprising the first log of use of the native communication application, the second log of use of the native communication application, the first adherence, and the second adherence; accessing a third log of use of the native communication application by the patient within a third time period; estimating a third adherence to the treatment regimen within the third time period based on the patient regimen adherence model and the third log of use of the native communication application; and presenting a treatment-related notification based on the third adherence through the mobile computing device.