{"id":"W2882997914","doi":"10.17269/s41997-018-0103-0","title":"Beyond the grey tsunami: a cross-sectional population-based study of multimorbidity in Ontario","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke; University of Toronto; Western University; St. Michael's Hospital; Institute for Clinical Evaluative Sciences; Centre for Family Medicine","funders":"Lawson Health Research Institute; Canadian Institutes of Health Research; Schulich School of Medicine and Dentistry, Western University; Ontario Ministry of Health and Long-Term Care; Schulich School of Medicine and Dentistry; Academic Medical Organization of Southwestern Ontario","keywords":"Multimorbidity; Medicine; Demography; Population; Comorbidity; Cross-sectional study; Asthma; Chronic condition; Gerontology; Pediatrics; Environmental health; Psychiatry; Disease","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":[0.0007786434,0.0005191942,0.0006885995,0.000907506,0.004716489,0.0018056,0.001746798,0.001069287,0.001578999],"category_scores_gemma":[0.002569037,0.0008686764,0.001115997,0.003981222,0.001055068,0.001221761,0.001668654,0.001121011,0.000279992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02353534,"about_ca_system_score_gemma":0.0246518,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9878947,"about_ca_topic_score_gemma":0.9949393,"domain_scores_codex":[0.998872,0.0001313318,0.00007575225,0.0002017457,0.0002925774,0.0004266247],"domain_scores_gemma":[0.9981449,0.0001062986,0.0004840532,0.0001226482,0.000599081,0.0005430522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005091583,0.0000393736,0.9946103,0.00002213296,0.00007758363,0.0001072393,0.003403177,0.00003040717,0.0001712534,0.00007277681,0.0004969338,0.0009179435],"study_design_scores_gemma":[0.000004071801,0.00001437372,0.9975402,0.00001322497,0.00001980328,0.00002592289,0.001959505,0.00006275585,0.0000108369,0.00002155752,0.0003217198,0.000006064999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964871,0.0003307784,0.0001027002,0.0004386755,0.0000122005,0.00003857196,0.001472857,0.000005472494,0.001111686],"genre_scores_gemma":[0.9982839,0.0002366416,0.0001094741,0.0001400147,0.000008123125,0.00002499618,0.0005568402,0.000004623383,0.0006353231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02353534,"threshold_uncertainty_score":0.1707616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1296272951179806,"score_gpt":0.377294007037454,"score_spread":0.2476667119194734,"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."}}