I'm with on most of that, but what do you mean by "FAtkins" diet?
Severe carbohydrate restriction may be to difficult for most people to stick with, and therefore not optimal for keeping the weight off. But there is is irrefutable evidence that carbohydrate restriction will result in weight loss.