{"id":"W3035970917","doi":"10.1111/camh.12400","title":"Risk factors for suicide attempt in children, adolescents, and young adults hospitalized for mental health disorders","year":2020,"lang":"en","type":"article","venue":"Child and Adolescent Mental Health","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ondine (Canada)","funders":"","keywords":"Mental health; Young adult; Suicide prevention; Medicine; Psychiatry; Injury prevention; Poison control; Suicide attempt; Occupational safety and health; Clinical psychology; Psychology; Gerontology; Medical emergency","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002712319,0.0004309108,0.0006965497,0.0001030568,0.0007963459,0.0000358923,0.0001438056,0.00009250744,0.00001033423],"category_scores_gemma":[0.00002558624,0.0003917933,0.0001525444,0.0001422535,0.0001174045,0.0001010561,0.00009726131,0.0002934489,0.000003446285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001422202,"about_ca_system_score_gemma":0.00004453977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001420805,"about_ca_topic_score_gemma":0.0006573214,"domain_scores_codex":[0.9972506,0.0001473593,0.000656586,0.000872593,0.0001803638,0.0008925523],"domain_scores_gemma":[0.9989403,0.00003334519,0.0003233668,0.000170535,0.00001678319,0.0005156939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001105131,0.0005237854,0.9606798,0.0005646135,0.00008849467,1.897368e-7,0.0159629,2.718333e-7,0.000001929161,0.00007781223,0.01210337,0.008891696],"study_design_scores_gemma":[0.01146807,0.001356383,0.974853,0.0004099201,0.00001878789,0.000006420765,0.009645897,0.00006773943,0.0000100771,0.00003785624,0.001740428,0.000385391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572951,0.01521995,0.000116119,0.01944759,0.0006300646,0.005468274,0.001698621,0.00009001572,0.00003427776],"genre_scores_gemma":[0.9802701,0.009495218,0.00009511488,0.009172546,0.0001905924,0.00009174546,0.0006040196,0.00005978767,0.00002086492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02297502,"threshold_uncertainty_score":0.9998534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01645743120864273,"score_gpt":0.3024209066524857,"score_spread":0.2859634754438429,"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."}}