I stubbed my toe and the toe nail came off. Now I have severe pain. Should I go to a doctor?

If the nail is off, it's over. A new nail will grow in about six months if you are young, over a year if you are not young.

If the nail is not off, get pliers and pull it off. It won't hurt much. (Not any more than it already has.)