I would frame this article as: "The author cherry-picked 20 papers and personally decided that 6 were biased in favour of women, compared to the author's person

I would frame this article as: "The author cherry-picked 20 papers and personally decided that 6 were biased in favour of women, compared to the author's personal cherry-picked baseline." I'm not sure why this is considered a sensible discussion for these pages.