{"id":"W309575084","doi":"10.1177/070674371105600409","title":"Book Review: Epidemiology Mental Disorders in Canada: An Epidemiological Perspective","year":2011,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Epidemiology; Perspective (graphical); Psychiatry; Medicine; Psychology; Pathology; Computer science","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":[0.002188055,0.002187463,0.003060114,0.01025024,0.002219496,0.007330395,0.003452326,0.003213729,0.03295271],"category_scores_gemma":[0.01497892,0.0009014661,0.001407091,0.01961724,0.00174692,0.002514794,0.001452406,0.004380627,0.01537243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02272927,"about_ca_system_score_gemma":0.04241493,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5725449,"about_ca_topic_score_gemma":0.75148,"domain_scores_codex":[0.9974642,0.0002111714,0.0001764997,0.0002354778,0.001704921,0.0002078204],"domain_scores_gemma":[0.9821644,0.002590755,0.0007787974,0.0002240087,0.01295781,0.001284177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004393291,0.000002001292,0.00004590199,0.000534859,0.000006713128,0.00001252234,0.00001464281,0.00002245296,0.000008052029,0.000212174,0.9870838,0.01205253],"study_design_scores_gemma":[0.000007516825,0.000006795602,0.0009747437,0.003560035,0.00003328531,0.0001856056,0.00006147508,0.00003150188,0.0000123784,0.0003544103,0.9947514,0.00002093302],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008566157,0.8311844,0.0002597373,0.06555915,0.08566883,0.000096036,0.002168938,0.0001158617,0.01486151],"genre_scores_gemma":[0.001088741,0.8773223,0.0006260071,0.03220509,0.04206268,0.0001031337,0.001693737,0.0001152565,0.04478319],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4274551,"threshold_uncertainty_score":0.859945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06544227849807421,"score_gpt":0.3674925904090489,"score_spread":0.3020503119109746,"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."}}