Lol, I have exactly a 3.94 GPA (no kidding) and the cycle starting next month will be my third time applying.
I think it's a mistake to think this way. Obviously the answer is no. Certainly someone with a 3.9+ and an MCAT over 40 will have a very strong advantage...but if that same person is without a single meaningful EC and has NO exposure to medicine I would bet against it (unless perhaps they were specifically shooting for academic medicine/research). There is no guarantee in this process, and to assume otherwise will only give you a false sense of hope or despair.
PS- I was talking about actually getting in, not just applying. Personally I've always applied to a mix of both.