Booster shot guidance for people who are moderately to severely immunocompromised People who are moderately to severely immunocompromised and who are fully vaccinated against COVID-19 are eligible for a booster shot depending on their age and on the primary series they completed (see COVID-19 Vaccines for People Who Are Moderately or Severely Immunocompromised).