Table 2 Overview of mean logistic-regression coefficients and mean odds ratios associated with standardized features. The values in parentheses denote 95% confidence intervals (CIs)
From: Identifying relapse predictors in individual participant data with decision trees
Quantity | Coefficient | Odds ratio |
|---|---|---|
HAMD (intake) | 0.254 (0.112, 0.400) | 1.293 (1.119, 1.492) |
Past episodes | 0.214 (0.088, 0.361) | 1.241 (1.091, 1.434) |
Psychological comorbidities | 0.097 \((-0.044,0.246)\) | 1.105 (0.957, 1.279) |
Marital status | 0.065 \((-0.047,0.189)\) | 1.069 (0.954, 1.208) |
Education level | 0.039 \((-0.083,0.158)\) | 1.042 (0.920, 1.171) |
BDI (intake) | 0.032 \((-0.110,0.180)\) | 1.035 (0.896, 1.197) |
Number of sessions | -0.031 \((-0.153,0.092)\) | 0.971 (0.858, 1.096) |
Age | -0.157 \((-0.279,-0.028)\) | 0.856 (0.756, 0.972) |
Age of onset of depression | -0.204 \((-0.345,-0.074)\) | 0.817 (0.708, 0.929) |
Months since last depressive episode | -0.226 \((-0.408,-0.096)\) | 0.800 (0.665, 0.908) |