People are tricked into thinking something improbable is more probable than it really is by coupling it with a separate, highly probable thing.
At first I thought this was just an obvious statistics thing, but it is psychological. You are distracted by the probable part of the combination and unless you think intentionally, are prone to make a mistake in how you perceive the combined probability.