HIV/AIDS Services and COVID-19. Third COVID-19 Dose for People With An Immune-Compromising Condition or Treatment. NYC Health + Hospitals is offering a third dose of the mRNA COVID-19 vaccine (Pfizer and Moderna) to eligible New Yorkers with certain serious medical conditions or who receive treatments that weaken their immune system..