{"id":"W3136614415","doi":"10.46747/cfp.6703187","title":"Multimorbidity in Canadians living in the community","year":2021,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Waterloo; University of Manitoba; University of Winnipeg; Health Sciences Centre","funders":"Canadian Institutes of Health Research; Government of Canada; University of Manitoba","keywords":"Medicine; Demography; Gerontology; Household income; Chronic condition; Population; Chronic disease; Environmental health; Disease; Internal medicine","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":[0.0007202012,0.0003321018,0.00037302,0.002243797,0.003322823,0.0008762539,0.0009733963,0.0004113298,0.003310034],"category_scores_gemma":[0.002418539,0.0002559635,0.0008117703,0.004099758,0.0003975351,0.0003277999,0.0009016697,0.0005406843,0.0001522307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01526981,"about_ca_system_score_gemma":0.01850446,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9888798,"about_ca_topic_score_gemma":0.9918137,"domain_scores_codex":[0.999221,0.00003623759,0.00004461646,0.0001317184,0.0003203861,0.0002459784],"domain_scores_gemma":[0.9986405,0.00004622616,0.0002794774,0.00003053574,0.0006078966,0.0003954252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004294172,0.00002407451,0.9885706,0.00008389488,0.00006520929,0.00004400696,0.0004177817,0.00006249432,0.00007516029,0.0001102583,0.002884685,0.007618815],"study_design_scores_gemma":[0.00000447297,0.00000917442,0.9986498,0.00003466077,0.00001673592,0.00004021617,0.0004041767,0.0001126364,0.0000204082,0.00002502256,0.0006748095,0.000007938496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978882,0.002071671,0.0001493521,0.0009075643,0.00006577356,0.00009795971,0.01111896,0.00002601701,0.006680731],"genre_scores_gemma":[0.9951015,0.0006545112,0.0003028225,0.00017742,0.00001834325,0.00003788862,0.003186103,0.000003879487,0.0005175164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01526981,"threshold_uncertainty_score":0.1107908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05906938698495495,"score_gpt":0.2947519475012697,"score_spread":0.2356825605163147,"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."}}