Context Word: disease. 
Question: Because PersonX's disease was less severe than PersonY's, the doctor recommended that _ take a lower dose of medicine. 
Answer: PersonX
Because PersonX's disease was less severe than PersonY's, the doctor recommended that _ take a higher dose of medicine.