This is why learning the most sleight of hand you can, is so beneficial to you.
From a half pass, to the full thing, all these moves are made to help you pick up mistakes like that.
Or as another person said earlier, turn it into a comedy routine, it will not only fix your mistake, but also build a relationship with your audience.
Much of preforming magic professionally, is being able to think on your feet!