According to William Holden, during the fight scene between the brothers, Holden accidentally hit Raft in the eye with his head and opened a gash.
At one point in the film, George Raft meets Humphrey Bogart and Lee Patrick leaving a movie theatre; the film that's being shown, prominently advertised, is You Can't Get Away with Murder starring Humphrey Bogart.