"Calories in / calories out" is far from scientific. 500 calories of ice cream will not have the same effect on your body as 500 calories of lean chicken breast. It's a very rough approximation intended to get people thinking about their calorie intake and expenditures, but it's becoming very annoying to see people representing it as some kind of quantifiable scientific formula.