Yes, and I wash my hands also. But consider that you don't often shake penises as a greeting. I presume the GP's theory to be that a penis doesn't need to be washed regularly because it seldom contacts foreign bacteria.
I don't urinate on my hands...
On the other hand you're touching dirty stuff (like keyboards, or doors in public places) with your hands much more often than with your penis.