This study, conducted among babies with confirmed SARS-CoV-2 infection in the first 28 days of life who received inpatient care, found that infection following birth to a mother with perinatal SARS-CoV-2 infection was unlikely, and vertical transmission rare. This supports current international guidance to avoid separation of mother and baby.