No, I've been wrong before, but I think its illegal in Ohio. A head shot from a .22 would be an extremely difficult shot to pull off on a live moving around wild turkey as well.

Id venture to guess that a modern 12 guage has nearly the same range as an average guy shooting a .22lr. I'd just go with a shotgun even if rifles were legal, but that is up to you completely.