Yeah the privacy issues are bit scary. Our app can only be installed by people who are in IRB approved studies, but the nature of the data collected means de-identifying it is impossible.
There is also the issue of what happens if it turns out we can predict things, it's a bit pre-cog ish. Depression and suicide are such massive problems though that new methods are absolutely needed.