{"id":"W2996373353","doi":"10.1177/0706743719895342","title":"Economic Burden of Depression and Associated Resource Use in Manitoba, Canada","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Manitoba; Centre for Addiction and Mental Health","funders":"Mitacs; Myriad Genetics","keywords":"Medicine; Cohort; Depression (economics); Medical prescription; Hazard ratio; Psychiatry; Health care; Cohort study; Emergency medicine; Demography; Internal medicine; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005926266,0.0004865199,0.0004872018,0.003022517,0.002720443,0.001938071,0.001513043,0.000344288,0.002421683],"category_scores_gemma":[0.002803008,0.0003970761,0.0006304423,0.00760497,0.0005188606,0.0003502155,0.001306181,0.0008163273,0.0002064735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06281624,"about_ca_system_score_gemma":0.08790151,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9982939,"about_ca_topic_score_gemma":0.9989889,"domain_scores_codex":[0.9990209,0.0000947168,0.00006655027,0.00007346708,0.0003601053,0.0003841786],"domain_scores_gemma":[0.9973046,0.0001065174,0.0005836199,0.00004473392,0.001151331,0.0008092535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008253507,0.00006222604,0.9736888,0.0001622431,0.0002149748,0.0002586484,0.0005493967,0.0005217531,0.0001662756,0.0004826785,0.01038807,0.01342238],"study_design_scores_gemma":[0.0000236627,0.00001725856,0.9947143,0.0001620642,0.00005477503,0.0001065711,0.001013393,0.0007053778,0.0000381599,0.00007502398,0.003072954,0.00001643162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9194348,0.01291532,0.0003513009,0.00708829,0.0001170794,0.0003583274,0.04683676,0.00007281503,0.01282523],"genre_scores_gemma":[0.9737116,0.01075484,0.0008968637,0.0009908841,0.00005639312,0.000130765,0.01025641,0.00001669603,0.003185578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06281624,"threshold_uncertainty_score":0.4557658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0186352294328989,"score_gpt":0.2654229633418441,"score_spread":0.2467877339089452,"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."}}