known_biases: ~0.5M Chinese adults, 10 regions; egg intake by a single-baseline NON-validated qualitative FFQ with no >1 egg/day category (ceiling ~0.76 egg/day); Chinese CVD profile (more hemorrhagic stroke) differs from Western; residual/healthy-user confounding and the crude exposure instrument shift every egg-CVD estimate from this cohort together.