Context Word: concrete. 
Question: PersonX sanded concrete at work, while PersonY worked in an office, so _ had to wear a dust mask because he was at high risk for silicosis. 
Answer: PersonX
PersonX sanded concrete at work, while PersonY worked in an office, so _ did not have to wear a dust mask because he was at low risk for silicosis.