Private in the sense that no one will see it? No, there isn't a way to do that, you can always conduct the RP over PM for that level of privacy.
Private in that no one will post in it without invitation? They shouldn't be any way if it is an RP thread but putting Private into the title would be a good idea.
What kind of issue are you having?