No, Eve did not get pregnant naturally.
According to the provided reference, Eve was diagnosed with endometriosis and fibroids, underwent surgery, and then underwent several rounds of IVF to become pregnant. This indicates that she required medical intervention to conceive. The reference states, "She underwent several rounds of IVF and learned she was pregnant while filming Queens."