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. Author manuscript; available in PMC: 2024 Feb 1.
Published in final edited form as: Psychol Med. 2022 Jul 15;53(11):5001–5011. doi: 10.1017/S0033291722001982

Figure 4:

Figure 4:

Bee swarm plot of individual-level predictor-specific SHAP values for the most important predictors in the Super Learner modela

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.