Background Clinical practice guidelines define radiologic pattern categories based on the integration of multiple imaging features. However, the relative importance of each feature is unknown. Purpose To determine the relative weights of imaging features in distinguishing radiologic patterns and identify incongruencies between guideline-defined and radiologist-assigned patterns in fibrotic interstitial lung disease (ILD). Materials and Methods In this secondary analysis of the prospective Canadi