MAPT and Alzheimer disease: This would also hold if the causal mechanism that leads from Alzheimer’s disease to the high CSF-tau concentration was the same in the two populations, as the equation describing the conditional distribution of Y on K is purely a mathematical artefact and does not describe the causal process.