Nature Mental Health, Published online: 31 December 2025; doi:10.1038/s44220-025-00559-4
This research developed and compared firearm-specific and method-agnostic machine-learning models using data from 800,579 Army veterans, revealing that model choice and intervention thresholds impact predictive accuracy and fairness, guiding tailored suicide prevention efforts.