The Pull of The Stars by Emma Donoghue
Julia works as a nurse in the maternity- fever ward during the Spanish Flu outbreak in 1918 where pregnant women who are suffering from the flu are quarantined. The hospital is understaffed so Julia is given the responsibility of the ward for the day.