{"id":"W1594062422","doi":"10.1177/070674371105601104","title":"Mortality Associated with Major Depression in a Canadian Community Cohort","year":2011,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Innovates","keywords":"Depression (economics); Cohort; Psychiatry; Medicine; Cohort study; Gerontology; Psychology; Demography; Internal medicine; Sociology","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":[0.0008080351,0.0005068642,0.0004226052,0.001532351,0.002048813,0.000886719,0.001094435,0.0004767142,0.001478314],"category_scores_gemma":[0.001664288,0.0003267079,0.000649074,0.002576734,0.0004123936,0.0002372174,0.0007555291,0.0008940502,0.000146246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0139867,"about_ca_system_score_gemma":0.01820628,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9860376,"about_ca_topic_score_gemma":0.9872414,"domain_scores_codex":[0.9993805,0.0000396826,0.0000223641,0.0001252268,0.0002458636,0.000186315],"domain_scores_gemma":[0.9990814,0.00003462195,0.0001484095,0.00004511353,0.0004895654,0.0002008342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001475247,0.00002172636,0.9946795,0.00003253427,0.0001123835,0.00008806238,0.000177324,0.00009864258,0.0001661915,0.00009294944,0.001834868,0.002548275],"study_design_scores_gemma":[0.00001581299,0.00002418203,0.9984079,0.00002515301,0.00005610867,0.00007320134,0.0002383771,0.0003162915,0.00003666029,0.00003337843,0.0007617404,0.00001119603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844915,0.001292912,0.0001462159,0.000538137,0.00003583608,0.0000763764,0.0108046,0.00001916532,0.002595337],"genre_scores_gemma":[0.9945161,0.0007482758,0.0001939217,0.0001022195,0.00001382811,0.00002197856,0.00388941,0.000003719909,0.000510537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0139867,"threshold_uncertainty_score":0.1014811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03820561695343767,"score_gpt":0.3096331501411475,"score_spread":0.2714275331877098,"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."}}