{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000545545,0.0000952304,0.0002679568,0.0001567524,0.0001215671,0.000002615724,0.0002928171,0.00006303762,0.0005277097],"category_scores_gemma":[0.00001957291,0.00006316494,0.00005729654,0.0001569471,0.00007239878,0.00004322208,0.000005658497,0.0002612481,0.000006003521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005387378,"about_ca_system_score_gemma":0.003384042,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9982595,"about_ca_topic_score_gemma":0.9999391,"domain_scores_codex":[0.9985297,0.0002919371,0.0006461252,0.0000921945,0.00008592651,0.0003540884],"domain_scores_gemma":[0.9989746,0.0001432984,0.0004681353,0.0001659296,0.00004425578,0.0002037479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006093794,0.00002266994,0.9705831,0.000009305732,0.00002218765,0.00004170306,0.0001424064,0.00003666723,0.000001092553,0.00955136,0.01851311,0.001015509],"study_design_scores_gemma":[0.0007223909,0.00005946836,0.9824678,0.00008208056,0.0000210341,0.00009735009,0.0008837633,0.000004418785,0.00001138563,0.01516879,0.0004236472,0.00005781187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770485,0.008353214,0.000008707287,0.006568561,0.003291802,0.0001312492,0.00002264062,9.304206e-7,0.004574355],"genre_scores_gemma":[0.9984392,0.000003914115,0.0004228575,0.0006365737,0.0002442386,0.000003574571,0.00000261082,0.000008996372,0.0002380383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02139066,"threshold_uncertainty_score":0.6003144,"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."}}