Exactly - there are correlations, but there's no definitive answer either way. For some people, a high-carb diet may lead to weight gain and increased levels of LDL in the blood -- while others on the exact same diet may not see those issues, even with the same diet. We don't know what causes the difference, and it may not be possible to design an ethical study to discover it.