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Table 5 Ridge regression coefficients (magnitude > 0.2)

From: Hyperchloremia in critically ill patients: association with outcomes and prediction using electronic health record data

Feature Coefficient
Max. chloride 0.6332
Chloride load 0.4064
Paralysis (C) 0.3353
Mean airway pressure (I) 0.2961
Female 0.2665
Max. sodium 0.2621
Asian 0.2609
Age 0.2210
Max. potassium −  0.2537
Min. bicarbonate −  0.2705
Renal failure (C) −  0.2946
Complicated diabetes (C) −  0.3409
Non-positive pressure (I) −  0.4681
  1. Binary features: (C)=comorbidity, (I)=intervention