Blueberries. Açai berries. Tea and coffee. Tomatoes. Nuts. All of these food and beverages are rich in healthy antioxidants, and a slew of advertisements and articles tout them as such. The only problem is that most Americans don't know what antioxidants or their health benefits are, according to a new study.