The Annals of Thoracic Surgery

failure codes appear in other positions on the claim; similarly, requiring only one outpatient heart failure code is associated with a low positive predictive value for true heart failure. Restricting to a one-year timeframe would miss >10% of patients with heart failure compared with using two years of data. ................
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