In this case, the doctors really do know better. Vitamin D deficiency has been linked to just about every disease. That's because it's a marker of frailty, not a direct cause for most of these diseases. In other words, correlation does not imply causation.
It sounds like you have too much confidence in published research and not enough confidence in your local health officials.