> Or for one of my favorites, 'a glass of wine a day is healthy'

There are a few reasons why this is false, my favorite one is, they didn't control for alcoholics who stopped drinking and thus reported as non-drinkers. So the group of completely sober ones had people with liver damage etc. while those with only moderate drinkers had barely any heavy-drinkers in it.