Well... taking that cheap pill in a blind RCT would show the arrow of causality.

People have known about this correlation for months now. If it were really a thing, clinicians would be publishing case studies like crazy of successful treatment with vitamin-D. I'm not seeing that in the literature... so I doubt it will pan out.