I recently had a conversation with late '20s guy from a small town in Illinois who said guys in his town at any point in time were either working, hunting or drunk. He felt the need to get out of there.
What else do we really know? For all we know, the guy who left was a teetotaler and would characterize any social gathering with a few beers present as "everybody getting drunk."
I would be more interested in seeing the rates of mental health professional access regarding these girls, what's the rate both parents are also talking to their own mental health professionals, their male siblings too, how often do they talk to them, etc. If I were to guess, it would still disproportionately skew towards these girls primarily because of how mental health professionals are viewed as "problem fixers". You go to them, they fix your problem so people assume. I can see many parents encouraging their daughters to speak to one ("fix her depression"), but never seeking help themselves while simultaneously being ignorant to problems their stoic male offspring are dealing with.