With a large sample size, it's astronomically unlikely for there to be a confounding trait that is important to the outcome and is also widespread in only one o

With a large sample size, it's astronomically unlikely for there to be a confounding trait that is important to the outcome and is also widespread in only one of the experimental arms. If you were to write a simulation showing the issue I might be able explain more specifically why I think the simulation doesn't reflect reality.