As Good As It Gets (1997)

Visible crew/equipment: Early in the movie, Melvin walks for the first time to the restaurant in which Carol works. As Melvin turns the corner on the sidewalk and walks towards the camera, he is surrounded by extras playing people he must dodge. If you look in the center and right background, you will see New York spectators standing in the middle of the street, watching the movie being made. (00:10:20)

Melvin Udall: I've got a really great compliment for you, and it's true.
Carol Connelly: I'm so afraid you're about to say something awful.
Melvin Udall: Don't be pessimistic, it's not your style. Okay, here I go: Clearly, a mistake. I've got this, what - ailment? My doctor, a shrink that I used to go to all the time, he says that in fifty or sixty percent of the cases, a pill really helps. I *hate* pills, very dangerous thing, pills. Hate. I'm using the word "hate" here, about pills. Hate. My compliment is, that night when you came over and told me that you would never... All right, well, you were there, you know what you said. Well, my compliment to you is, the next morning, I started taking the pills.
Carol Connelly: I don't quite get how that's a compliment for me.
Melvin Udall: You make me want to be a better man.
Carol Connelly: ...That's maybe the best compliment of my life.
Melvin Udall: Well, maybe I overshot a little, because I was aiming at just enough to keep you from walking out.

Trivia: Helen Hunt won a Oscar for her role in this movie. Earlier that year she won an Emmy for Mad About You making her the only actress in history to win both awards in the same year.

Question: Why does Melvin struggle to look Carol in the eye? Is that something to do with his mental illness?