{"id":"W2141928636","doi":"10.9778/cmajo.20140052","title":"The diagnosis of depression and its treatment in Canadian primary care practices: an epidemiological study","year":2014,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta; Queen's University; University of British Columbia","funders":"","keywords":"Medicine; Depression (economics); Comorbidity; Epidemiology; Dementia; Primary care; Psychiatry; Internal medicine; Disease; Family 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":[0.001598224,0.0004200723,0.0006552032,0.003010997,0.003917649,0.001996094,0.002042685,0.0009942752,0.002189482],"category_scores_gemma":[0.007012802,0.0007122169,0.0008210728,0.01112415,0.0008200028,0.0007054147,0.00137185,0.001388262,0.0002237907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02901484,"about_ca_system_score_gemma":0.03131588,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9899705,"about_ca_topic_score_gemma":0.9907673,"domain_scores_codex":[0.9962347,0.0002496964,0.0002756411,0.0004883377,0.002063151,0.0006885677],"domain_scores_gemma":[0.993135,0.0005147799,0.001968909,0.0001946523,0.002970442,0.001216198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002164753,0.00003945263,0.9959226,0.0000749055,0.00004860867,0.00005747829,0.0006020434,0.00002583038,0.00002977121,0.00003790242,0.001016263,0.00212349],"study_design_scores_gemma":[0.000005658364,0.000014266,0.9988123,0.00005539508,0.0000191148,0.00005915735,0.0005653804,0.0001049056,0.000006746899,0.00000882422,0.00034213,0.000006176412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818761,0.003216909,0.0001534624,0.00127497,0.00003341684,0.00018073,0.009465468,0.00001294675,0.003786101],"genre_scores_gemma":[0.9944702,0.002068359,0.0003245292,0.0003152129,0.00002013998,0.00005351304,0.002476932,0.000003790207,0.0002673749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02901484,"threshold_uncertainty_score":0.2105184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1655269598141154,"score_gpt":0.4807839771661566,"score_spread":0.3152570173520411,"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."}}