Prenatal care

Is there a way to get prenatal care without having a family doctor? My current one is moved without notice and the wait times to get a new doctor are months and I'm already 19 weeks pregnant. Can I just self refer to an ob-gyn? I live in Canada and I'm not sure if that's allowed or if there's really any options