{"id":"W2108377997","doi":"10.1177/070674370204700810","title":"Progress against Major Depression in Canada","year":2002,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Population health; Depression (economics); Medicine; Public health; Population; Mental health; Major depressive disorder; Distress; Environmental health; Psychiatry; Demography; Clinical psychology; Nursing","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":[0.001015556,0.0002099359,0.0002918432,0.001651025,0.00273158,0.001300127,0.0009851955,0.0003849967,0.004574642],"category_scores_gemma":[0.003620906,0.0001921154,0.0003767844,0.003197941,0.0005652792,0.0003839949,0.001002978,0.001072779,0.0003297287],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04909818,"about_ca_system_score_gemma":0.1182251,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9963025,"about_ca_topic_score_gemma":0.997304,"domain_scores_codex":[0.998693,0.00008606717,0.00006491841,0.0000948949,0.000559137,0.0005019672],"domain_scores_gemma":[0.9955526,0.0001620552,0.0003751851,0.00004460575,0.002387102,0.001478417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003695271,0.0002377654,0.6729581,0.001066177,0.0002034934,0.0005052776,0.002789519,0.0007636664,0.0004854279,0.002955395,0.08906928,0.2285964],"study_design_scores_gemma":[0.00006403752,0.00007300493,0.9680729,0.0004453873,0.00008155511,0.0001579022,0.001648568,0.0004490276,0.0001173226,0.000258877,0.02860463,0.00002679727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7503867,0.03708129,0.0009516877,0.06051222,0.0007921343,0.0008176192,0.0409843,0.00031704,0.1081571],"genre_scores_gemma":[0.9645014,0.01339498,0.001165058,0.004165267,0.0001179813,0.0001624306,0.00712052,0.00002514675,0.009347268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9509018,"threshold_uncertainty_score":0.3562339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02077710801616426,"score_gpt":0.2865109546591596,"score_spread":0.2657338466429953,"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."}}