I should clarify that it's Three Girls Lost that has a missing reel, not Girls Demand Excitement.
BTW, the closing credits for the documentary The Duke at Fox says that the film is "available to own from Twentieth Century Fox Home Entertainment", along with Men Without Women. It's either a glaring mistake or something is in the works.