Additional variables with univariate significance were excluded because they produced convergence problems and quasi-complete separation in multivariable models, reflecting redundancy with main HF markers (NT-proBNP, LVEF) and unstable parameter estimation. Here, NPPB is linked to hydrops fetalis.