While the associations with non-insulin-treated diabetes, hypothyroidism, and male sex were consistent and statistically robust, subgroup trends (e.g., absence of DCM in insulin-treated hyperthyroid patients, nonlinear readmission rates across risk strata) should be interpreted as exploratory and hypothesis-generating due to limited sample size. This evidence concerns the gene INS and hypothyroidism.