{"id":"W4396227861","doi":"10.1503/cmaj.231411","title":"Deprescribing diabetes medications for older adults living with frailty","year":2024,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; Trillium Health Centre; Thompson Rivers University; University of British Columbia","funders":"Canadian Institutes of Health Research; Health Canada; Michael Smith Health Research BC; Diabetes Canada","keywords":"Glycemic; Medicine; Life expectancy; Diabetes mellitus; Deprescribing; Intensive care medicine; Polypharmacy; Adverse effect; Gerontology; Internal medicine; Endocrinology; Environmental health; Population","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.001023448,0.0001304118,0.0002558308,0.000398248,0.0006787899,0.0005183601,0.0003052925,0.0006028914,0.004221026],"category_scores_gemma":[0.009158733,0.00008244321,0.0003938926,0.0004951108,0.0001789571,0.00039501,0.0004320075,0.001134994,0.0005647956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004474577,"about_ca_system_score_gemma":0.001919463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008217917,"about_ca_topic_score_gemma":0.03258714,"domain_scores_codex":[0.9993185,0.0001707589,0.0001185953,0.00004099278,0.0002960394,0.00005509],"domain_scores_gemma":[0.9961988,0.0009051719,0.001520493,0.0001391579,0.0006008391,0.000635604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00051094,0.001048922,0.09374589,0.001845648,0.0001421416,0.0005744774,0.0007333662,0.00008472919,0.001084943,0.00112116,0.1438975,0.7552102],"study_design_scores_gemma":[0.001003256,0.00151282,0.6140944,0.009747163,0.0005650111,0.003558823,0.00180189,0.0008650835,0.001772245,0.00313252,0.3618679,0.00007888308],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4265108,0.2048218,0.003586006,0.1800844,0.006847707,0.0008575406,0.005917775,0.0002582227,0.1711158],"genre_scores_gemma":[0.7445913,0.149744,0.009307692,0.06609209,0.01138333,0.0004836018,0.002789043,0.00004169801,0.01556728],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.008217917,"threshold_uncertainty_score":0.0163402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007865512474686854,"score_gpt":0.2368010823805816,"score_spread":0.2289355699058948,"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."}}