Jin-Sen He

Predictive association between control measures and chikungunya fever incidence based on random forest and SHAP analysis

Construction-site density was the most robust environmental predictor, whereas population density contributed little, and exploratory, predictive associations—not causal effects—should guide risk stratification and require prospective validation with time-matched longitudinal data.