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It feels like the odds of busting are actually much higher than what's displayed.

Thanks for letting me know. As far as I know there isn't a bug there. It's possible to calculate for yourself using the starting cards (you start with 9 busts in your deck) and the number underneath the deck (which tells you how many cards remain in your draw pile).

Maybe it was just really bad luck on my part.