I've never done hiring, but I've chosen roommates, and I feel like it's the same. You make a checklist of stuff you're looking for and red flags, do a reference check or whatever, but ultimately, the decision always comes down to some gut impulse. My gut has always been right so far, but I guess the day it burns me is the day I start trying to find some optimal solution to protect myself from letting an asshole move in.