This version seems to have a pretty high probability of giving 'impossible' runs - sets of cards in the deck that can't realistically be used to make progress.  (For example, "the gods demand sacrifice" with only the Milkman as a source of cultists/prisoners, or "Tax Break" with no cards that allow spending money or food).  Perhaps the app had some safeguards to prevent this from happening?