You don't have to submit that score. However, most of schools will make you take the diagnostic exams (e.g. organic, inorganic, biochemistry, analytical, and physical) during the first month of the semester. It would be very alarming to the admission committee/research faculty if you don't do well on them, especially for someone with your background/research experience/scholarships.