Context Word: infection. 
Question: PersonX suffered from a severe infection but not PersonY because _ didn't get an inoculation against infectious diseases. 
Answer: PersonX
PersonX suffered from a severe infection but not PersonY because _ got an inoculation against infectious diseases.