{"id":"W1199194535","doi":"10.24095/hpcdp.35.6.01","title":"Prevalence and patterns of chronic disease multimorbidity and associated determinants in Canada","year":2015,"lang":"en","type":"article","venue":"Health Promotion and Chronic Disease Prevention in Canada","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":328,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Multimorbidity; Medicine; Socioeconomic status; Context (archaeology); Odds; Demography; Gerontology; Disease; Population; Chronic disease; Chronic condition; Social deprivation; Odds ratio; Comorbidity; Quality of life (healthcare); Environmental health; Logistic regression; Geography; Psychiatry; Pathology; 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":[0.001029847,0.0003742345,0.0004950053,0.003698696,0.002871071,0.001302242,0.001598834,0.0004165673,0.002610912],"category_scores_gemma":[0.003736778,0.0004008359,0.0007768483,0.008088743,0.0007540589,0.0004136338,0.00122467,0.0006557269,0.0001660154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03559635,"about_ca_system_score_gemma":0.05818791,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9973767,"about_ca_topic_score_gemma":0.9977815,"domain_scores_codex":[0.9983393,0.00008523072,0.0001174833,0.0002110167,0.0007315504,0.0005153918],"domain_scores_gemma":[0.9965388,0.0001597706,0.000725436,0.0000777698,0.00171895,0.0007792567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000338535,0.00001398573,0.9885271,0.000149746,0.00007563586,0.00006001113,0.0005284353,0.0001133455,0.00009242281,0.0002030175,0.00334787,0.00685466],"study_design_scores_gemma":[0.000002846928,0.000006692837,0.9983381,0.00006542622,0.0000149055,0.00004351187,0.0004257341,0.0001690085,0.00002073132,0.00003093073,0.0008730408,0.000009147081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9474693,0.007112249,0.0004063959,0.002932579,0.00007112978,0.0001769899,0.03421994,0.00007591725,0.007535532],"genre_scores_gemma":[0.9932979,0.001845266,0.0004017285,0.0001959546,0.00001107815,0.00003471805,0.00349409,0.000008374682,0.0007109791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03559635,"threshold_uncertainty_score":0.2582709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0566415187252076,"score_gpt":0.3477271908899922,"score_spread":0.2910856721647845,"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."}}