This problem appears to be highly contrived, why are there only two options (healthy or treat), why is the detective a clone of the doctor, why can't anyone use

This problem appears to be highly contrived, why are there only two options (healthy or treat), why is the detective a clone of the doctor, why can't anyone use a true quantum random number generator, and how exactly are the two doctors supposed to act in lockstep as actual agents?