Prefer not asking at all. If you have to ask then a free optional text field. If you cant clean the data, then have three options: Female, Male, Other (specify)

Prefer not asking at all. If you have to ask then a free optional text field. If you cant clean the data, then have three options: Female, Male, Other (specify), picking “other” will add another optional free text field. That’s it.