Visually turn the wrong prediction card into the right one!
You have one card with a whole in it on the table and another card that is a prediction. Now your spectator picks a card. You show your prediction but it is wrong. So you place the card with the hole in it on top of the wrong card. You visually see the card change through the hole in the card. It changes to the correct prediction card.