Hmmm

Says here that the usage of the interjections Uh and Um is largely based on gender.

Listening to President Obam-uh, I can sure believe it. But oddly, I can't think of too many people that I've heard use Um. Of course, I suspect that, unlike el Presidente, most people don't use them every third word.