{"id":"W4238179796","doi":"10.21203/rs.3.rs-39391/v1","title":"Chronic Disease Multimorbidity Among the Canadian Population: Prevalence and Associated Lifestyle Factors","year":2020,"lang":"en","type":"preprint","venue":"Research Square (Research Square)","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Saskatchewan Ministry of Agriculture","funders":"","keywords":"Overweight; Multimorbidity; Medicine; Logistic regression; Population; Odds; Demography; Public health; Environmental health; Cross-sectional study; Odds ratio; Community health; Chronic disease; Disease; Gerontology; Obesity; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0008224805,0.0004066487,0.000409868,0.002688437,0.002674941,0.001182334,0.001025248,0.0003637771,0.002767376],"category_scores_gemma":[0.001934072,0.0002168792,0.0005974578,0.005780984,0.0006546117,0.000361219,0.00081058,0.0006988219,0.0001627574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01549609,"about_ca_system_score_gemma":0.03095674,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9885508,"about_ca_topic_score_gemma":0.9899267,"domain_scores_codex":[0.9990244,0.00005227037,0.00005613368,0.0001400894,0.0004874828,0.0002396626],"domain_scores_gemma":[0.9985598,0.00007223741,0.0003128044,0.00003964968,0.0006948144,0.0003206603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000208422,0.00002132131,0.9887527,0.0001633747,0.00007327017,0.00004293117,0.0002109441,0.00008422373,0.00008506689,0.000151557,0.002595647,0.007798021],"study_design_scores_gemma":[0.000001907579,0.00000681675,0.9984982,0.00007157754,0.00002596776,0.00004925959,0.0002920573,0.0001289257,0.00002327147,0.00004747139,0.0008483793,0.000006161511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9434116,0.01122448,0.0006510557,0.004163523,0.00009970038,0.000242905,0.02716192,0.00006673833,0.01297797],"genre_scores_gemma":[0.993355,0.002367252,0.0006435322,0.0002205536,0.00002539834,0.00004188924,0.002734994,0.000004633443,0.0006068189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01549609,"threshold_uncertainty_score":0.1124325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1782203426428626,"score_gpt":0.4443575513815384,"score_spread":0.2661372087386758,"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."}}