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Feature importance of the GBT model trained to predict stress in young adolescents during the pandemic (n = 3,193). Top 20 features are sorted by mean absolute SHAP value. The color of the bars represents the direction of the effect (red: higher values associated with higher SHAP scores). In variable names, “yr” = youth report; “pr” = parent report.
