On December 23 od 2012 my bike's tire slipped on a small patch of ice. I went down hard and broke my hip. On Christmas eve I was in the hospital getting a total hip replacement.
The only bike I ever ride on ice anymore has studded tires, even if there is the slightest chance of running into ice.