{"id":"W2162342909","doi":"10.1177/070674370605100204","title":"Descriptive Epidemiology of Major Depression in Canada","year":2006,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":445,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Epidemiology; Depression (economics); Psychiatry; Medicine; Psychology; Internal medicine","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":[0.0008451826,0.0002608016,0.0004027762,0.003522659,0.001829749,0.001173282,0.001183474,0.0002809426,0.002854337],"category_scores_gemma":[0.004042178,0.0002813739,0.000510689,0.009002365,0.000387871,0.000265519,0.0008732891,0.000489982,0.0001677834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02515589,"about_ca_system_score_gemma":0.03914806,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9939167,"about_ca_topic_score_gemma":0.9943295,"domain_scores_codex":[0.9983143,0.0001470673,0.0001580105,0.000214355,0.0008242294,0.0003420359],"domain_scores_gemma":[0.9961867,0.0002087016,0.0006628503,0.00006551256,0.002396255,0.0004800502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005445624,0.00002320158,0.9767692,0.00022184,0.0001282733,0.00008942546,0.0004837592,0.0002347853,0.0001349514,0.0004223048,0.006180802,0.01525702],"study_design_scores_gemma":[0.000004967367,0.0000113051,0.9970567,0.00007114335,0.00002160378,0.00008516548,0.0004391681,0.0002903348,0.00002499411,0.00005355315,0.001931007,0.00001001071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8602631,0.01396202,0.00137501,0.002859238,0.0001058871,0.000654661,0.102554,0.0001506746,0.01807532],"genre_scores_gemma":[0.9822534,0.003912236,0.00101588,0.000246005,0.00001478735,0.0001193113,0.01080994,0.00001172184,0.001616747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02515589,"threshold_uncertainty_score":0.1825196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03125614944919368,"score_gpt":0.313521062397534,"score_spread":0.2822649129483403,"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."}}