<prompt> Answer this question truthfullyWhat is confounding bias and how does it affect the exposure-disease relationship?  <response>: <reason> Confounding bias occurs when an extraneous factor that is associated with both exposure and disease is not on the causal pathway, which muddles the exposure-disease relationship. 