{"id":"W6945569640","doi":"10.25384/sage.c.4095518","title":"Associations between Depression and Health Behaviour Change: Findings from 8 Cycles of the Canadian Community Health Survey","year":2018,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Odds; Odds ratio; Logistic regression; Community health; Mental health; Public health; Confidence interval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004355782,0.00060724,0.001148448,0.002713739,0.00154338,0.001196117,0.001593376,0.0007143939,0.0008808945],"category_scores_gemma":[0.01214981,0.0005091436,0.002188085,0.007625987,0.0004565102,0.0003642324,0.001371685,0.0007376075,0.00008161251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01290415,"about_ca_system_score_gemma":0.02192936,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9689322,"about_ca_topic_score_gemma":0.978957,"domain_scores_codex":[0.9967492,0.0005128437,0.0003155047,0.0003888716,0.001671934,0.0003617476],"domain_scores_gemma":[0.9934312,0.0006974717,0.001445376,0.0003100544,0.003442174,0.0006737591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001331276,0.00002793591,0.9862143,0.0004296869,0.001223585,0.00002541622,0.0005905674,0.0001407288,0.00006667035,0.00003979083,0.001536974,0.009571254],"study_design_scores_gemma":[0.00001057108,0.00001935355,0.9986505,0.0000950927,0.000242309,0.00001756296,0.0001901612,0.00007740343,0.00001713257,0.00001313382,0.0006565778,0.00001027141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9319252,0.02352699,0.0008568279,0.001629626,0.000109338,0.0006037129,0.03767766,0.00005002808,0.003620713],"genre_scores_gemma":[0.9838885,0.005381665,0.0009721883,0.0003096265,0.00002956434,0.0002376703,0.008655278,0.00001254632,0.0005129225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03106779,"threshold_uncertainty_score":0.09362662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3065709871435203,"score_gpt":0.428392988014465,"score_spread":0.1218220008709447,"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."}}