Because of the lack of testosterone, she won't have a biological advantage. In fact, females with complete sex organs will actually produce small amounts of testosterone, which, hypothetically, could give them a biological advantage over a transgender or hysterectomized female.

However, if you don't complete the qualifying races, it's a moot point.