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Wiktionary
gender-blind

a. Having the quality of ignoring gender, usually referring to organizations (such as universities) that accept and/or house people together without discriminating on the basis of gender.

Wikipedia
Gender-blind

A gender-blind (or unisex) person is someone who adheres to not distinguishing people by gender. Gender blind people generally advocate gender neutrality in society such as activities undertaken and services provided without regard to the gender of those who participate. Those who identify as pansexual may also refer to themselves as 'gender-blind': however pansexuality emphasizes gender blindness in sexuality.