That the terms you usually see are "pro-choice" and "anti-choice" means nothing more than that your particular filter bubble is strongly pro-choice. Pro-lifers never call themselves "anti-choice"; they call themselves "pro-life." Conversely, pro-choice activists never call themselves "pro-life" (except maybe in rhetorical arguments such as the one you just provided).