Context Word: chemo. 
Question: PersonX decided to have chemo to treat their cancer, but PersonY only had radiation, because _ felt the chemo was invasive. 
Answer: PersonX
PersonX decided to have chemo to treat their cancer, but PersonY only had radiation, because _ felt the chemo was effective.