I've heard similiar stories from beginning singers who are learning to do proper scream vocals, so you're not the only one with that problem. It indeed appears to be a case of doing it wrong, but I'm confident that it's nothing very serious.

Serious is when it actually hurts, and even then, if you stop at the spot and rest your voice, the damage will heal.