{"id":"W4213101207","doi":"10.1192/j.eurpsy.2021.461","title":"Trends in suicides among italian youth aged 10 to 25: A nationwide register study","year":2021,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Demography; Urbanization; Suicide methods; Medicine; Suicide prevention; Metropolitan area; Injury prevention; Poison control; Rural area; Suicide rates; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001124378,0.0003977309,0.0005509684,0.002932107,0.0004324057,0.000695415,0.0006207674,0.0003928853,0.001676349],"category_scores_gemma":[0.002667047,0.0004126311,0.0008875689,0.003647395,0.0002894196,0.0004848096,0.0008407403,0.0004751565,0.0008676763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001115173,"about_ca_system_score_gemma":0.001473697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05994835,"about_ca_topic_score_gemma":0.07310426,"domain_scores_codex":[0.9990155,0.0001777252,0.0001828501,0.0002366874,0.0002205156,0.0001667195],"domain_scores_gemma":[0.9979689,0.0001307972,0.001077639,0.0002559321,0.0003491837,0.0002176507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003384261,0.00002062635,0.9965642,0.00006400756,0.00005400365,0.00006885863,0.0001781632,0.00001996887,0.00004830079,0.00002072802,0.001080061,0.001847321],"study_design_scores_gemma":[0.000004087187,0.00001802772,0.9992569,0.00002852611,0.00003033515,0.00008706401,0.0001103678,0.00004086531,0.000009886784,0.000004988456,0.0004059305,0.000002849988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789839,0.001299637,0.0002831217,0.0001958883,0.00002873807,0.0001927198,0.01647423,0.00004674443,0.002494898],"genre_scores_gemma":[0.9799916,0.001486453,0.0004830866,0.0001470262,0.00007174469,0.000351711,0.01670551,0.00002054209,0.0007424676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05994835,"threshold_uncertainty_score":0.1191989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04523028029018841,"score_gpt":0.3197807907081661,"score_spread":0.2745505104179776,"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."}}