To be fair, sometimes meticulous users investigate the bugs and write down logical chains explaining the causes and even offer a solution at the end (which they can't apply for the lack of commit access, for instance).
The proposed solution isn't always right, of course, but it would be incorrect to say that no bug reports come with a diagnosed cause. But that's exactly where a conscious reviewer is most needed, I believe.