According to this fairly rigorous study in Minneapolis, Minnesota in 2017, other factors equal, women on bikes were 3.8 times more likely to be close-passed, aka "punishment pass" than men.
https://genderpolicyreport.umn.edu/bicycles-gender-and-risk/