This study evaluated a classification system for interstitial lung abnormalities using lobar traction bronchiolectasis as a marker in lung cancer screening participants. Among 8,169 participants, those with subclinical interstitial lung disease had higher rates of respiratory hospitalisation and increased mortality risk, suggesting improved detection of clinically relevant early fibrotic phenotypes.