From the Washington Post's Wonkblog, an instructive statistic:

The average snowblower amputee is about 50 years old and male ā€” very male. In fact, of the 197 snowblower-related amputation cases in the database between 2003 and 2013, only seven ā€” or about 3.7 percent ā€” involved women.

[Washington Post]