Psychology · Social Psychology

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Abstract editorial illustration accompanying the article: AI tool uses emergency triage data to predict suicide risk within 30 days

AI tool uses emergency triage data to predict suicide risk within 30 days

A study in Scientific Reports tested an AI system that predicts suicide-related behaviour within 30 days of an emergency department visit using structured triage information available at admission. The best-performing model, a LightGBM system, showed AUROC 0.88 and good recall on an independent test set, and highlight likely drivers such as prior psychiatric history, age, and physiological variables.

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