Eliminating family cancer history data did not reduce the performance of DrABC, with AUCs of 0.72 in predicting GPVs in any CPG, 0.75 in predicting GPVs in BRCA1/2, and 0.52 in predicting GPVs in other CPGs. Here, BRCA1 is linked to cancer.