This one time a friend of mine got dealt the luckiest hand ever and was about to be done before anyone else, but at the very end he forgot to say "Uno" and had to pick more cards, guy ended up losing very bad.

So yeah... it's a lot of luck + some skill, although the skill level is nowhere close to something like blackjack