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Do you keep up the turn aggression UI if called in multiple spots?

My big problem with these type of hands is that I typically bet, get called, tell myself there's plenty of draws they could have, and beat my brains out against an ace until showdown. While we often have the best hand, it seems the times that we don't get quite expensive.

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I have a hard time NOT betting the turn on a board like this if you are only called on the flop because there are so many hands that could be calling you that you have beat. It really is a tough spot, but I think I would bet the turn if like 2 come along, then check/call the river and pray for a bluff on a missed draw. Although this river play depends on reads too.