Wiki says Synth womb ignores all forms of contraception/infertility. The Fertite+ wiki entry seems to be contradictory it notes being unable to cure the Infertility perk but in its list of TFs it says it can remove it so Im not sure.
Edit the TF is an infertility status not the perk my bad.