Nutrition labels flaunt calorie counts in bold font. But the amount of energy, or calories, we get from food is affected by many different factors. ↧ Can you trust calorie counts on food labels? What the nutrition sci... Nutrition labels flaunt calorie counts in bold font. But the amount of energy — or calories — we get from food is affected by many different factors.