Figure 3:

Predictor importance as determined by Shapley Additive Explanation (SHAP) values for the Super Learner Model in the test sample^a

Abbreviations: sx, symptoms; freq, frequency; (D), dummy variable; (S), stabilized variable; ADM, antidepressant medication; tx, treatment; (RS), reverse stabilized; MDE, major depressive episode; px, patient; PCP, primary care provider; PTSD, post-traumatic stress disorder; BMI, body mass index; HRSD, Hamilton Rating Scale of Depression.

^aSee Supplementary Table 8 for descriptions of the predictor labels.