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Atkins Diet May Bring Side Effects Dieters on the popular high-fat, low-carb Atkins approach lose just as much body fat as those on low-fat diets, but the annoying low-carb side effects could mean problems down the road, according to a scientist who reviewed five dozen diet studies. 