So, 7% developed dementia in the normal range, 9% in the low range, and 10% in the high range.

Maybe there is a slight risk, but it seems like the odds are fair that you run the risk, between 7% - 10%, of developing dementia. I don't think, based on these numbers, that magnesium is either the cause nor would it significantly change the likelihood of developing dementia.