It's changed. The differences are breeding capabilities, affect with charm-like attacks, probability to find a specific gender in the wild and picking them up, and in some cases, their battle sprite.
Gender stopped effecting stats in Ruby and Sapphire, and it really only effected stats minimally in Gold, Silver, and Crystal, IIRC.