{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003039421,0.0001401408,0.000211547,0.0002148397,0.0001473875,0.00005929641,0.0002420089,0.00004987032,0.00002270395],"category_scores_gemma":[0.00007426052,0.0001362235,0.00006321611,0.0007278202,0.00008117822,0.00009544101,0.0000337046,0.0005528388,0.00004345584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009628376,"about_ca_system_score_gemma":0.002135422,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7502908,"about_ca_topic_score_gemma":0.9755552,"domain_scores_codex":[0.9986975,0.0002774817,0.0001747571,0.0001833924,0.000161223,0.0005057077],"domain_scores_gemma":[0.9988919,0.0001386099,0.00002528314,0.0006417626,0.00003792123,0.0002644968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007670586,0.0043956,0.2203738,0.002121924,0.0005720114,0.03635885,0.04132904,0.001947639,0.003148579,0.04851194,0.4902104,0.1509535],"study_design_scores_gemma":[0.0005034773,0.00002177654,0.9283036,0.0002851738,0.00002945428,0.000002111954,0.0334529,0.0003206535,0.000008943436,0.0003243232,0.03658253,0.0001650822],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.61528,0.0002810525,0.000001183562,0.002335567,0.00009775029,0.0002476013,0.00003516606,0.00001377999,0.3817079],"genre_scores_gemma":[0.9076218,0.00001731098,0.00001579339,0.09188372,0.0000886624,0.00002654068,0.00008361293,0.00001610908,0.0002464723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7079298,"threshold_uncertainty_score":0.5555035,"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."}}