{"id":"W2907985153","doi":"10.1177/0706743718815899","title":"The Mental Health of Young Canadians Who Are Not Working or in School","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Suicidal ideation; Psychiatry; Anxiety; Depression (economics); Medicine; Cannabis; Logistic regression; Odds ratio; Confidence interval; Clinical psychology; Demography; Psychology; Poison control; Suicide prevention; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004770661,0.0002961519,0.0002953314,0.001144726,0.003098548,0.001198229,0.0007368539,0.0004223381,0.003477998],"category_scores_gemma":[0.001503286,0.0001807585,0.0004874083,0.001852945,0.0006664495,0.0004183895,0.0007758304,0.0006780445,0.0002627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007954105,"about_ca_system_score_gemma":0.01341002,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9827281,"about_ca_topic_score_gemma":0.9897455,"domain_scores_codex":[0.999459,0.0000296581,0.00002182888,0.00005006564,0.0001754988,0.0002640488],"domain_scores_gemma":[0.9990484,0.00003205549,0.0002323765,0.00001966811,0.0003506446,0.0003168541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001891244,0.0000329112,0.9896115,0.00005860301,0.0000324809,0.00007292219,0.0007544777,0.0000261905,0.00006306353,0.00008592695,0.002054868,0.007188248],"study_design_scores_gemma":[0.000002497637,0.00001445144,0.9965518,0.00008181196,0.0000161809,0.00006606129,0.002072721,0.00003547829,0.00001865215,0.00002211091,0.001112947,0.000005482178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832253,0.002339622,0.00007535492,0.0013695,0.00006441122,0.00005883896,0.005369686,0.00001298862,0.007484167],"genre_scores_gemma":[0.9950212,0.001768981,0.0001164925,0.000342777,0.00001655751,0.00001609751,0.001668012,0.000002795648,0.001047015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01727194,"threshold_uncertainty_score":0.05771136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02810917832051198,"score_gpt":0.3203644414764141,"score_spread":0.2922552631559022,"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."}}