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Department of Biostatistics, Vanderbilt University Medical Center, TN 37203, USA
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Aligning covariates across RCTs and observational studies via calibrated embeddings dramatically improves treatment effect estimation, especially when dealing with nonlinear relationships where traditional imputation struggles.