Context Word: vomiting. 
Question: PersonX couldn't stop vomiting all day, despite the help PersonY was offering, because _ had food poisoning. 
Answer: PersonX
PersonX couldn't stop vomiting all day, despite the help PersonY was offering, because _ had no medical experience.