{"id":"W4321602519","doi":"10.1016/j.lana.2023.100450","title":"Contextual factors associated with country-level suicide mortality in the Americas, 2000–2019: a cross-sectional ecological study","year":2023,"lang":"en","type":"article","venue":"The Lancet Regional Health - Americas","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Demography; Mortality rate; Per capita; Population; Ecological study; Homicide; Unemployment; Medicine; Poison control; Injury prevention; Suicide prevention; Occupational safety and health; Geography; Environmental health; Economics; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.002537974,0.0003608734,0.0009285571,0.0001170935,0.0007615095,0.00006991609,0.0007345463,0.0001117326,0.0002264121],"category_scores_gemma":[0.0002859011,0.0001881023,0.0001206306,0.001767216,0.0009634957,0.00007344213,0.0001063218,0.0008724796,0.0002045337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003186042,"about_ca_system_score_gemma":0.0003045448,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01449921,"about_ca_topic_score_gemma":0.007272128,"domain_scores_codex":[0.9949723,0.001666647,0.0006745,0.0006409779,0.0008985119,0.001147085],"domain_scores_gemma":[0.9951331,0.003482253,0.0004975201,0.0006328466,0.0001316729,0.000122615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004060777,0.0007636551,0.9561793,0.000004890747,0.0003642467,0.00009067276,0.01103903,0.00006444499,6.614647e-7,0.0007754421,0.03016199,0.0001495781],"study_design_scores_gemma":[0.001768886,0.001045294,0.9746801,0.000006639119,0.0000255703,0.00002547117,0.01902369,0.00002529752,9.403433e-8,0.0002144184,0.002959043,0.0002254985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906211,0.0003566425,0.00001297532,0.005872242,0.0003324496,0.00111794,0.0002945274,0.0002169714,0.001175113],"genre_scores_gemma":[0.9854238,0.000128396,0.000006159306,0.01275116,0.0003819915,0.0003621444,0.0002134713,0.00003046101,0.0007024113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02720294,"threshold_uncertainty_score":0.9920633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3471676239639789,"score_gpt":0.4712107624029826,"score_spread":0.1240431384390037,"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."}}