Five years almost every single day, 10 mile round trip = ~12,500 miles (not counting incidental travel). No car collisions, 1 near miss (within first month), 1/2 dozen solo crashes (mostly on ice).

But: Educate yourself! I recommend Street Smarts and Robert Hurst's book The Art of Urban Cycling. Safety is achievable, but it's not automatic.