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Selection of participants should be driven by the hypothesis being tested, not abstract ideas about who is a man and who is obese.

Who is a man and who is obese are not abstract ideas. We have very strict criteria to filter by these.

Maybe a poor choice of words, but the hypothesis under test should make clear who is reasonable to exclude.