As Abu Dhabi prepares to welcome global health leaders, researchers and policymakers to this October’s Future Health Summit, under the theme “To Sense Is to Predict,” it is worth asking what predictive, precision healthcare actually requires. It requires evidence. And evidence is only as good as the population it is drawn from.