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Table 1 Top 10 lab tests and vital signs by median effect size

From: Predicting opioid dependence from electronic health records with machine learning

Lab Test/Vital Sign Median Effect Size Mean Effect Size
Absolute lymphocyte count 1.103 1.132
Oxygen saturation 1.1 1.289
Lymphocytes percentage 1.1 1.147
Partial pressure of oxygen 1.092 1.208
Estimated glomerular filtration rate 1.056 1.276
Total carbon dioxide level 1.048 1.067
Platelet count 1.045 1.081
Carbon dioxide pressure 1.044 1.072
Alkaline phosphatase 1.036 1.098
Aspartate aminotransferase 1.035 1.111