I think another big problem is the generic advice (eat better, exercise more, don't smoke, etc.) is incredibly effective, but doctors routinely see huge numbers

I think another big problem is the generic advice (eat better, exercise more, don't smoke, etc.) is incredibly effective, but doctors routinely see huge numbers of their patients not doing it at all, so why would they bother researching for more specialized advice?