{"id":"W4410610456","doi":"10.1016/j.psychres.2025.116555","title":"The associations of childhood adversities and mental disorders with suicidal thoughts and behaviors - Results from the World Mental Health International College Student Initiative","year":2025,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Ortho-McNeil Pharmaceutical; Feilman Foundation; United Nations Environment Programme; Interreg; National Institutes of Health; Fogarty International Center; Ministerul Cercetării, Inovării şi Digitalizării; Koning Boudewijnstichting; Health Canada; National Institute of Mental Health; Division of Research Capacity Development; Departament de Salut, Generalitat de Catalunya; Pfizer Foundation; Instituto de Salud Carlos III; King Salman Center for Disability Research; Pan American Health Organization; National Institute for Health and Care Research; Vlaamse regering; Agència de Gestió d'Ajuts Universitaris i de Recerca; National Health and Medical Research Council; Saudi Basic Industries Corporation; Vetenskapsrådet; Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii; Eli Lilly and Company; University of British Columbia; ZonMw; European Commission; Consejo Nacional de Ciencia y Tecnología; Ministerio de Ciencia e Innovación; Agencia Nacional de Investigación y Desarrollo; Generalitat de Catalunya; King Abdulaziz City for Science and Technology; U.S. Public Health Service; National Institute on Drug Abuse; John D. and Catherine T. MacArthur Foundation; Ministry of Health – Kingdom of Saudi Arabia; Suicide Prevention Australia; Wellcome Trust; Institut Universitaire de France; King Faisal Specialist Hospital and Research Centre; Medical Research Council; Fundació la Marató de TV3; South African Medical Research Council; National Institute of Mental Health and Neurosciences; Public Health Agency; GlaxoSmithKline; Bristol-Myers Squibb; King Saud University; Pfizer","keywords":"Mental health; Psychology; Psychiatry; Clinical psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001204041,0.0001245855,0.0002070727,0.0001481687,0.001367987,0.00005669212,0.000300195,0.00003521252,0.00002554268],"category_scores_gemma":[0.0000509813,0.00007362189,0.00004572228,0.0003846798,0.0008315435,0.00006895159,0.0002639074,0.0003693299,0.00000246631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009075666,"about_ca_system_score_gemma":0.0001617249,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002702181,"about_ca_topic_score_gemma":0.05324458,"domain_scores_codex":[0.9978756,0.0006588628,0.0003203001,0.0003027047,0.0005404627,0.0003020955],"domain_scores_gemma":[0.9978276,0.001685224,0.0001331646,0.0002074791,0.0001000842,0.00004639115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00159392,0.0003818517,0.8851539,0.000003270542,0.001042377,5.252585e-7,0.04195965,2.866587e-7,6.556922e-7,0.01923685,0.0502973,0.0003294381],"study_design_scores_gemma":[0.005394526,0.0001512675,0.8398597,0.00001747757,0.00002545169,6.221028e-7,0.1507348,0.000003244078,0.000001476312,0.002148431,0.001601621,0.00006134266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8573359,0.004586152,0.000001645856,0.1146946,0.001057837,0.001046061,0.002007404,0.00001629509,0.01925413],"genre_scores_gemma":[0.9964562,0.0008547569,0.00006802663,0.0004098814,0.0001138547,0.0000915027,0.00009344394,0.000009312594,0.001903029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1391203,"threshold_uncertainty_score":0.9999321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03861154613864857,"score_gpt":0.4116235003490115,"score_spread":0.3730119542103629,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}