CRP and acute kidney injury: For example, cluster 4, which was characterized by high SHAP values for C-reactive protein (CRP) and lactate dehydrogenase (LDH), dietary intake, and diuretic use, demonstrated high CRP and LDH levels and poor dietary intake, including diuretic use in one out of three cases, which strongly contributed to AKI prediction (Fig 3a).