Table 5 Top 10 differentially represented procedures during the 5 years prior to diagnosis of substance abuse (ranked by odds ratio)
From: Predicting opioid dependence from electronic health records with machine learning
Procedure | Odds ratio | p-value (Bonferroni-corrected) |
|---|---|---|
Other group therapy | 19.8 | 1.23E-69 |
Interview & Evaluation NEC | 11.578 | 4.06E-42 |
Psychiatric Mental Determination | 10.597 | 1.24E-29 |
Exploratory verbal psychotherapy | 10.371 | 2.41E-57 |
Brief interview & evaluation | 6.224 | 9.00E-201 |
Limited interview/evaluation | 5.804 | 2.71E-279 |
Interview & evaluation NOS | 5.745 | 6.16E-102 |
Comprehensive interview/evaluation | 5.065 | 1.71E-147 |
Other counselling | 4.3 | 3.93E-36 |
Other fetal monitoring | 0.218 | 1.14E-30 |