The doctor was never revealed as a male to the model. The model only knew the identity of the “logged in” user.
It simply knew that it should not reveal health care to a user other than a doctor. I didn’t specify a gender for the doctor.
Confused why I'm getting downvoted here. The model brought its own biases.
Sorry, I'm not downvoting you (we're not supposed to comment on voting) but I'm also not really following the full example you're providing anymore. Anyways, I'm not trying to impeach your test in the abstract, just to say that it's extremely context-dependent.