Getting killed in war is a job much better suited to males. They are more disposable, especially now in the age of sperm banking.
There is nothing about males that make them more suited to be doctors. We also can see that in the demographics in some countries (e.g. the UK), there is a roughly equal balance of female doctors to male doctors.
Having mathematical ability is linked to intelligence, not sex.