5-year incidence of suicide-risk in youth: A gradient tree boosting and SHAP study

•Variables such as female sex, lower socioeconomic status, older age, not studying, common mental disorder symptoms, and poor quality of life were risk factors for suicide risk.•Clinicians may detect suicide risk early by looking at the signs of poor mental health and quality of life among individua...

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Veröffentlicht in:	Journal of affective disorders 2021-12, Vol.295, p.1049-1056
Hauptverfasser:	Ballester, Pedro L., Cardoso, Taiane de A., Moreira, Fernanda Pedrotti, da Silva, Ricardo A., Mondin, Thaíse Campos, Araujo, Ricardo M., Kapczinski, Flavio, Frey, Benicio N., Jansen, Karen, de Mattos Souza, Luciano D.
Format:	Artikel
Sprache:	eng
Schlagworte:	Machine learning Prospective cohort Suicide risk Youth
Online-Zugang:	Volltext
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