I'm inclined to believe that lack of common sense is an exception and not the rule among geniuses, despite popular beliefs, but I could be wrong.
Care to offer a few counterexamples?
http://www.project-syndicate.org/commentary/stanovich1
The recent book-length work on this subject
http://www.amazon.com/What-Intelligence-Tests-Miss-Psycholog...
http://yalepress.yale.edu/yupbooks/book.asp?isbn=97803001238...
provides abundant references to peer-reviewed experimental literature on this distinction.