Table 2.
Variable | Mean absolute SHAP value | Direction |
---|---|---|
Baseline hemoglobin A1c | 0.762 | Positive |
Other screening for suspected conditions (CCS 258) | 0.055 | Inverse |
Diabetes with complications (CCS 50) | 0.044 | Positive |
Body mass index | 0.041 | U-shape |
Potassium | 0.041 | Positive |
Medical examination/evaluation (CCS 256) | 0.030 | Inverse |
Sodium | 0.027 | Inverse |
Albumin | 0.025 | Inverse |
Triglycerides | 0.022 | Positive |
Heart Rate | 0.021 | Positive |
Low-density lipoprotein | 0.020 | U-shape |
Mean cell hemoglobin | 0.020 | Positive |
Creatinine | 0.020 | U-shape |
High-density lipoprotein | 0.018 | Inverse |
Age | 0.016 | Positive |
Abbreviation: CCS, Clinical Classifications Software; SHAP, SHapley Additive exPlanations.