Sure, it's possible. Depends on how deep the scratch is. If it penetrated past the clearcoat, you're SOL. But...otherwise, you should be able to get it out.
How to best get it out depends on how deep the scratch is. If it's pretty deep, you'll probably need to wetsand that area then go...