{"id":"W4200107136","doi":"10.1177/00048674211065999","title":"Emergency department visits for self-harm in adolescents after release of the Netflix series ‘13 Reasons Why’","year":2021,"lang":"en","type":"article","venue":"Australian & New Zealand Journal of Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University; Health Sciences Centre; University of Toronto; Centre for Addiction and Mental Health; Sunnybrook Health Science Centre","funders":"University of Toronto","keywords":"Emergency department; Harm; Medical emergency; Suicide prevention; Poison control; Psychology; Injury prevention; Medicine; Psychiatry; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002610508,0.0002430379,0.0004404066,0.0001069262,0.00007704672,0.00001859101,0.0002887036,0.000135919,0.0006184723],"category_scores_gemma":[0.00003670013,0.0001792955,0.0004148602,0.0003390792,0.00002934087,0.0001386822,0.0000484947,0.0003484781,0.00001414766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000036831,"about_ca_system_score_gemma":0.0002430676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001611789,"about_ca_topic_score_gemma":0.002257561,"domain_scores_codex":[0.9979399,0.0001697511,0.0009147135,0.000258234,0.0002819276,0.0004354106],"domain_scores_gemma":[0.9986754,0.00002570041,0.000532397,0.0003678416,0.0002048569,0.0001937699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007302527,0.0005612262,0.7041417,0.00007483373,0.0003205318,0.00004838694,0.001319679,0.0000068006,0.00006324531,0.0001218081,0.2924072,0.0002043064],"study_design_scores_gemma":[0.003027617,0.0003744994,0.9565116,0.0002277126,0.0003048574,0.0002330186,0.001576548,3.159622e-7,0.0002275969,0.002259302,0.03504824,0.0002087325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690868,0.0034463,0.00001106014,0.02154481,0.005355461,0.0002866363,0.00005068997,0.00001174992,0.0002064768],"genre_scores_gemma":[0.9876274,0.00053642,0.0009640832,0.0006385727,0.0009226437,0.00001832536,0.000004457174,0.00003428744,0.009253819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.257359,"threshold_uncertainty_score":0.7311457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01905005048651032,"score_gpt":0.3022491797246426,"score_spread":0.2831991292381323,"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."}}