Ten-year prediction of suicide death using Cox regression and machine learning in a nationwide retrospective cohort study in South Korea

We suggest a 10-year probability prediction model for suicide death using general characteristics and simple insurance data, which are annually conducted by the Korean government. Suicide death prevention might be enhanced by our prediction model.