{"id":"W3013224904","doi":"10.1027/0227-5910/a000667","title":"Suicide Prevention in the Americas","year":2020,"lang":"en","type":"article","venue":"Crisis","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Geography; Caribbean region; Latin Americans; Population; Psychological intervention; Socioeconomics; Economic growth; Political science; Demography; Medicine; Sociology; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001116687,0.00006155063,0.0001038042,0.0000229976,0.00004135367,0.00001179841,0.000143371,0.00002584058,0.0007170307],"category_scores_gemma":[0.00003911206,0.00004290579,0.00005438309,0.0002423044,0.00002105933,0.00002694692,0.00002360343,0.0001008038,0.0007201476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006067107,"about_ca_system_score_gemma":0.000004088111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002871324,"about_ca_topic_score_gemma":0.00003708634,"domain_scores_codex":[0.9993863,0.0001220047,0.0001215387,0.0001523176,0.00007904971,0.0001387897],"domain_scores_gemma":[0.9997091,0.00008312371,0.00003013682,0.0001449773,0.00001122964,0.00002147512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000159031,0.0002591377,0.1663757,0.00002107325,0.0001846704,0.0001665302,0.1202343,0.000006681244,0.0002227169,0.003736764,0.6819844,0.02664899],"study_design_scores_gemma":[0.001357012,0.0004852758,0.7322085,0.000005951289,0.0001235936,0.00001391474,0.1795335,0.00002826466,0.0002215398,0.003401462,0.08228812,0.0003328205],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9142177,0.002234695,0.0004212532,0.03775183,0.0002081391,0.0002187785,0.000003111649,0.00006516941,0.04487929],"genre_scores_gemma":[0.9895145,0.00003924679,0.00005232421,0.01005482,0.0001123642,0.00004292813,0.000002535613,0.000006433974,0.0001748237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5996963,"threshold_uncertainty_score":0.9256281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09268909892740063,"score_gpt":0.3822688877904348,"score_spread":0.2895797888630342,"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."}}