Fetuses are regularly assigned gender, whether they have one or not (and by the time you can have a high-confidence guess at genitalia, the brain’s gender might already be somewhat determined). At conception, many transphobes would try to assign gender based on chromosomes even though those aren’t even used for assigning sex and certainly there is no gender given there’s no brain yet.