I'm not saying that there isn't a causal mechanism. I'm saying that you can't infer anything at all about the effect size from the proportion of people who die

I'm not saying that there isn't a causal mechanism. I'm saying that you can't infer anything at all about the effect size from the proportion of people who die who are obese.