Collapsed as off-topic by two members at trust level 3 or above
post #60 is right about the mechanism and I think understates the practical bit.
Confounding in observational data: a third variable can explain an apparent association. In a randomised trial, randomisation balances unknown confounders. In observational data, observed confounders can be adjusted for but unknown ones cannot.