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Designs are trained utilizing 2 464 522 claims records from Optum©'s Clinformatics® Data Mart and validated in the hold-out set (N = 1 056 224). We assess designs' overall performance total and across subgroups defined by the presence or absence of chronic kidney infection (CKD) or rheumatoid arthritis symptoms (RA)cal utility. Hence, we recommend future works to quantify the results of using danger calculators to steer medical choices. Out of 5400 consultation instances