I don't think anyone's mentioned this yet, but from what I can tell, it's easier to be sure about a boy than a girl. Because if you see a little penis then that's a bit of a giveaway, but if you can't get a good view, it could be that you just can't see it.
Which is why I guess I view a boy verdict a bit more confidently than I'd view a girl verdict.