Development and validation of a predictive model algorithm to identify anaphylaxis in adults with type 2 diabetes in U.S. administrative claims data.
Daniel C BeachlerDevon H TaylorMary S AnthonyRuihua YinLing LiCatherine W SaltusLin LiAlka ShaunikKathleen E WalshKenneth J RothmanCatherine B JohannesVanita R ArodaWarner CarrPinkus GoldbergAndrew AccardiJohn Shane O'ShuraKristen SharmaJuhaeri JuhaeriStephan LanesChuntao WuPublished in: Pharmacoepidemiology and drug safety (2021)
Predictive modeling techniques yielded an accurate algorithm with high PPV and sensitivity for identifying anaphylaxis in administrative claims. This algorithm could be considered in future safety studies using similar claims data to reduce potential outcome misclassification.