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Missing data on key clinical factors (such as body mass index and type 2 diabetes duration) may contribute to residual confounding, leaving uncertainty about whether the observed association is causal

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15 Baseline Measurements Numeric Validation (Weight and BMI) and Plausibility Ensures baseline body weight and BMI fields (where required by the selected pathway) are numeric, include reasonable decimal precision, and fall within plausible human ranges (with configurable thresholds)