{"id":"W2473981221","doi":"10.1177/0706743716659246","title":"The Prevalence of Major Depressive Episodes Is Higher in Urban Regions of Canada","year":2016,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Pooling; Odds ratio; Confidence interval; Demography; Rural area; Odds; Psychology; Geography; Environmental health; Medicine; Logistic regression; Sociology","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":[0.001272716,0.0004804854,0.001255031,0.002823261,0.0008298857,0.00140885,0.0007514968,0.0004986399,0.002392698],"category_scores_gemma":[0.003947664,0.0002270823,0.001403091,0.006318414,0.0004071104,0.0003425664,0.0004055949,0.0006372583,0.0001319654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008291496,"about_ca_system_score_gemma":0.02202229,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8192967,"about_ca_topic_score_gemma":0.9055532,"domain_scores_codex":[0.9991381,0.0001622208,0.00009426543,0.00009646278,0.0004205577,0.00008845214],"domain_scores_gemma":[0.9983965,0.0004378649,0.0003185273,0.0000230942,0.0007171356,0.0001070426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003857836,0.00008104034,0.05722122,0.1301299,0.01007514,0.0003733155,0.0008530681,0.000685538,0.0006660068,0.001913953,0.04264195,0.7549731],"study_design_scores_gemma":[0.0003141163,0.0002118822,0.5782089,0.1047247,0.02435561,0.001980256,0.00206174,0.0006415426,0.0007377651,0.001643295,0.2849653,0.0001547017],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003735174,0.9929287,0.00008493882,0.001290804,0.00008154042,0.00001722955,0.0003809258,0.000007065162,0.001473587],"genre_scores_gemma":[0.04958334,0.9485435,0.0004168034,0.0006637735,0.00005818647,0.00002321109,0.0003128559,0.000003690163,0.0003946577],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1807033,"threshold_uncertainty_score":0.3635349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03749808315345193,"score_gpt":0.3468479835396487,"score_spread":0.3093499003861968,"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."}}