Your's is the correct answer, in this case there is confusion between causation and correlation. To make matters more confusing, vitamin D indeed produce p

Your's is the correct answer, in this case there is confusion between causation and correlation. To make matters more confusing, vitamin D indeed produce positive results for the affiliation in the short term, for some cases.