Another explanation is that women are more valuable hosts. Women can pass infections to their children during pregnancy, birth and breastfeeding, so there’s an evolutionary pressure on viruses to be less harmful to them.
via Viruses may have evolved to hit men hard but go easy on women | New Scientist.