{"id":"W3011390203","doi":"10.1016/s2215-0366(20)30049-3","title":"Risk and protective factors for childhood suicidality: a US population-based study","year":2020,"lang":"en","type":"article","venue":"The Lancet Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":197,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Institute of Mental Health; National Institute on Drug Abuse; Once Upon A Time Foundation; Klingenstein Third Generation Foundation; National Institutes of Health; American Foundation for Suicide Prevention","keywords":"Poison control; Suicide prevention; Injury prevention; Human factors and ergonomics; Occupational safety and health; Population; Medicine; MEDLINE; Medical emergency; Psychiatry; Environmental health; Political science; Pathology","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":[0.0002860796,0.0001989785,0.0003864977,0.00003108129,0.0003718665,0.00003292731,0.0002104366,0.00006141616,0.00006231594],"category_scores_gemma":[0.0001505696,0.0001302819,0.00009313985,0.0001763934,0.00003169685,0.00003409985,0.00003729899,0.000266266,0.0000174933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001235239,"about_ca_system_score_gemma":0.00002588026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001006119,"about_ca_topic_score_gemma":0.0006515413,"domain_scores_codex":[0.9987029,0.0002502592,0.0002257334,0.0003898602,0.0001298029,0.0003014735],"domain_scores_gemma":[0.9990665,0.0003297357,0.0001534026,0.0003516014,0.00003383618,0.00006492462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003311823,0.0002301203,0.9850183,0.00001809888,0.0003203769,3.320501e-7,0.01193707,0.00001107939,0.000001289623,0.0004968563,0.001394346,0.0002409779],"study_design_scores_gemma":[0.002711617,0.0005795452,0.9837107,0.000002762066,0.0001688427,4.695189e-7,0.009288394,0.00002965941,0.000002708107,0.003118942,0.0002188114,0.00016757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878379,0.0004591056,0.0003702778,0.007987408,0.0006211142,0.00204101,0.000145218,0.0001513586,0.0003866669],"genre_scores_gemma":[0.9953471,0.000003072546,0.0002252356,0.002945442,0.001098979,0.0003223918,0.00001363864,0.00002825552,0.00001590946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007509234,"threshold_uncertainty_score":0.5312741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04379839573521691,"score_gpt":0.3207782487917488,"score_spread":0.2769798530565318,"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."}}