According to regional reports, death rates for men who have COVID-19 are significantly higher than they are for women. The Washington Post reported that men make up nearly 60% of confirmed cases of the virus in Italy and more than 70% of those who have died of COVID-19.
https://www.washingtonpost.com/climate-environment/2020/03/19/coronavirus-kills-more-men-than-women/
A study of 44,600 people with COVID-19 from the Chinese Center for Disease Control showed the death rate among men was 2.8%, compared with 1.7% for women.
https://www.weforum.org/agenda/2020/03/the-coronavirus-fallout-may-be-worse-for-women-than-men-heres-why/