My theory of Dottore's plan (final theory I'm 100% sure in):
1. He's born under the Heretic fate, which follows this pattern – follow an unusual idea > get exiled > die tragically/by suicide.
2. The fate is stronger than any of his attempts to break free. This is why the elixirs