{"id":"W2137915145","doi":"10.12927/hcpol.2007.18540","title":"Canadian Community Health Survey: Major Depressive Disorder and Suicidality in Adolescents","year":2006,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Depression (economics); Demography; Epidemiology; Mental health; Suicide prevention; Medicine; Public health; Psychiatry; Poison control; Population; Community health; Injury prevention; Psychology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001248539,0.0003374221,0.0005189395,0.002272361,0.001489337,0.0006668094,0.00146571,0.0004165906,0.002905586],"category_scores_gemma":[0.003115179,0.0004113861,0.0005889943,0.005899779,0.0002628862,0.0002827524,0.0005673168,0.0009187838,0.0006247153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01105183,"about_ca_system_score_gemma":0.02051317,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9697785,"about_ca_topic_score_gemma":0.9829413,"domain_scores_codex":[0.9988638,0.0001066284,0.0001403822,0.00008002111,0.0006706536,0.0001385304],"domain_scores_gemma":[0.9961541,0.0001024366,0.0004603236,0.00006274568,0.00277753,0.0004428797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001007753,0.0001038982,0.8764743,0.001056225,0.0002049393,0.0001107327,0.0008496184,0.0002101121,0.0001571837,0.000355248,0.1036118,0.0167652],"study_design_scores_gemma":[0.00001845649,0.00001196556,0.991167,0.0002185139,0.00003387114,0.00003935444,0.0002950579,0.00006714756,0.00002375674,0.00002637631,0.00808976,0.000008663858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.3154579,0.01378367,0.0008379116,0.006100299,0.0004765679,0.003339611,0.6180156,0.0002155448,0.041773],"genre_scores_gemma":[0.7396857,0.01721703,0.003671237,0.001888018,0.0001247979,0.002719129,0.2246222,0.00005849469,0.01001352],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03022152,"threshold_uncertainty_score":0.0801869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05220617245952654,"score_gpt":0.3861712928816982,"score_spread":0.3339651204221717,"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."}}