"The utilisation of sex as a classification method is rational, since it is a straight forward way to ensure that birth records in the City of New York are uniform, " lawyers for the city wrote in a court filing.

BBC: Transgender Americans take on New York

The variables are nearly infinite and therefore, relying on predictions is not a rational decision-making method.

FORBES: Separating Prediction From Fact