Scratches on my Sport Plus screen

I have a Clip Sport Plus MP3 player. I have some releatively small scratches that have developed on the plastic screen. I seen somewhere here that the moderator suggested Novus (or equivelant) plastic scratch remover to do this. Will toothpaste work to remove these shallow scratches? Just a thought.

Thank you,