known_biases: European multi-country cohort (incl. EPIC-Oxford sub-cohort with high vegetarian fraction); baseline FFQ exposure, self-selected diet groups; dietary-pattern confounding (egg intake correlated with overall diet/lifestyle) moves all EPIC egg-CVD estimates together; sub-cohort selection (Oxford = health-conscious volunteers) limits generalizability.