Yeah. That's about as useful as saying that alcoholism is caused by over-drinking.
There are all sorts of diseases and conditions that cause obesity, and we know for a fact that the primary cause is not eating too much (eating too much or too little is the effect): menopause-induced weight gain, drug-induced weight-gain, cancer-induced weight loss.
The idea that the recent (post-1970) epidemic of obesity might have something to do with the massive amounts of refined carbohydrates we began consuming (in response to low-fat hysteria) is not a bizarre one. Sugar is a brand-new element to the human diet and now we're eating 100 pounds per year per capita.
And with your last statement, you aren't seriously denying the primacy of growth hormone in childhood growth, are you? Because otherwise, your argument about mass triggers is rather tangential.