A 26-year-old female visits her primary care physician for preconception counseling. She expresses excitement about starting a family and wants to ensure she is taking all the necessary steps for a healthy pregnancy. She has no prior pregnancies and no family history of congenital abnormalities. During the consultation, the physician explains the importance of folate supplementation. What is the primary benefit of folate supplementation during pregnancy?