{"id":"W2956819602","doi":"10.3399/bjgp19x704657","title":"Prevalence, characteristics, and patterns of patients with multimorbidity in primary care: a retrospective cohort analysis in Canada","year":2019,"lang":"en","type":"article","venue":"British Journal of General Practice","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"South Health Campus; Centre for Family Medicine; University of Calgary; Université du Québec à Chicoutimi; Cégep de Chicoutimi; Western University","funders":"","keywords":"Multimorbidity; Medicine; Primary care; Retrospective cohort study; Cohort; Multiple Chronic Conditions; Comorbidity; Cohort study; Medical record; Cluster (spacecraft); Pediatrics; Chronic care; Family medicine; Chronic disease; Internal 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":[0.001508191,0.0003662429,0.0006716762,0.002214292,0.002902268,0.001860948,0.001585121,0.0006265431,0.001393831],"category_scores_gemma":[0.004558571,0.0006732226,0.0008438778,0.006388478,0.00104359,0.0005184393,0.001563073,0.0008853375,0.0001832502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02462497,"about_ca_system_score_gemma":0.03463863,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9802989,"about_ca_topic_score_gemma":0.9850146,"domain_scores_codex":[0.9976088,0.0001780303,0.0001957273,0.0005050912,0.0008182563,0.0006941379],"domain_scores_gemma":[0.9947566,0.0003553038,0.001239291,0.0002776737,0.00212397,0.001247163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002249497,0.00001077521,0.998611,0.00001893539,0.00003435063,0.00004576344,0.0002246109,0.0000295097,0.00003039231,0.00002222679,0.000315044,0.0006349185],"study_design_scores_gemma":[0.000004939954,0.00001823647,0.9987177,0.00002512154,0.00002398692,0.00009162335,0.0006035451,0.0002056797,0.00001937151,0.00001478757,0.0002684388,0.000006599668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928219,0.0006549787,0.0001833458,0.0002198486,0.0000117554,0.0001074996,0.005054328,0.00001171439,0.0009347587],"genre_scores_gemma":[0.9975289,0.0003732741,0.0002299813,0.0001006002,0.000004813552,0.00003348077,0.001544239,0.000003779818,0.0001810494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02462497,"threshold_uncertainty_score":0.1786675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006032425465435737,"score_gpt":0.2363181166493893,"score_spread":0.2302856911839536,"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."}}