{"id":"W4224120640","doi":"10.21428/cb6ab371.0ba7dae1","title":"Association of childhood bullying victimization with suicide deaths: Findings from a 50-year nationwide cohort study","year":2022,"lang":"en","type":"article","venue":"CrimRxiv","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University","funders":"Great Ormond Street Institute of Child Health; Economic and Social Research Council; National Institute for Health and Care Research; NIHR Great Ormond Street Hospital Biomedical Research Centre; American Foundation for Suicide Prevention","keywords":"Cohort; Suicide prevention; Association (psychology); Medicine; Poison control; Occupational safety and health; Injury prevention; Cohort study; Human factors and ergonomics; Demography; Psychiatry; Psychology; Medical emergency; Internal medicine; Sociology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005656236,0.0001530632,0.000299942,0.0001743899,0.0004051107,0.00002455765,0.0001806375,0.00005074183,0.001982619],"category_scores_gemma":[0.0001500628,0.0001524965,0.00006003381,0.000390451,0.00001843773,0.00009095089,0.00009586111,0.0002234453,0.00004147727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001659789,"about_ca_system_score_gemma":0.00003783332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001436592,"about_ca_topic_score_gemma":0.0001933206,"domain_scores_codex":[0.9982833,0.0002447978,0.0003394584,0.0003848555,0.0005106013,0.0002370095],"domain_scores_gemma":[0.9989454,0.0003308038,0.0002651363,0.0002707533,0.0001534495,0.00003444737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009746128,0.0005033892,0.9823321,0.000002670665,0.0007832314,0.000007462806,0.01447424,0.0001658437,0.00008472009,0.0001613192,0.001343261,0.00004435159],"study_design_scores_gemma":[0.001546426,0.0002809365,0.9805461,0.000003342077,0.0003180692,0.000001768886,0.01661824,0.00001697864,0.0000854752,0.0001491113,0.0002708127,0.0001627587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939405,0.0001363792,0.0002688179,0.0002400892,0.0003546326,0.0006814654,0.00004095847,0.00009638251,0.004240716],"genre_scores_gemma":[0.9982396,0.000008694153,0.0002673738,0.0002244558,0.00007190081,0.000324144,0.00007790537,0.00003291914,0.00075296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004299088,"threshold_uncertainty_score":0.9989297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01823627896025613,"score_gpt":0.2759779275535065,"score_spread":0.2577416485932503,"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."}}