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Commentary on: Mamun MA, Al-Mamun F, Hasan ME, et al. Exploring suicidal thoughts among prospective university students: a study with applications of machine learning and GIS techniques. BMC Psychiatry 2025;25(1):755. doi:10.1186/s12888-025-07188-2