Cohort study. Problem with this is that the protein intake is self reported which essentially tells us nothing. This was also an older cohort so the risk of h art failure is already high with advancing age. Then there is also the question of the other risk factors etc. Ultimately Atkins is not a very healthy diet in general but these data dont prove any casual relationship and the variable of interest cannot reliably be measured.