This is first seen during the TV ad, "Tragedy" and may possibly be fixed in the movie's release. But at the part where Chancellor Palpatine tells Anakin, "They don't trust you Anakin", it briefly shows Anakin's reaction to that comment. If you look at his face in that shot, you'll see that his scar, which is supposed to be over his right eye, is over his left eye.