"When the doctor sees the boy he says"
Indicates the gender of the father.
Indicates the gender of the father.
I wonder if this interpretation is a result of attempts to make the model more inclusive than the corpus text, resulting in a guess that's unlikely, but not strictly impossible.
Then it would be a father, misgendering him as a mother is not nice.