Acanthamoeba is an amoeba that lives in the water. So yes, it's tap water plus handling your contacts in the same way that touching a door knob can give you a cold. Just because you've touched door knobs without getting a cold doesn't mean you shouldn't wash your hands.
It's not the lottery, that's how infections work.