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 |