I think you should take the word of the urologist. Maybe you have some mild irritation--this may not be "normal," but it isn't serious or contagious either. Your best bet is to ignore it, I think. If you need additional reassurance, a visit to a dermatologist might be worthwhile.
Take care.
Dr. Rockoff