{"id":"W2899455575","doi":"10.1016/j.jcjd.2018.10.005","title":"Glycated Hemoglobin Level Goal Achievement in Adults With Type 2 Diabetes in Canada: Still Room for Improvement","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; University of Alberta; Merck Canada Inc. (Canada); Canadian Heart Research Centre; St. Michael's Hospital; Western University; Alberta Health Services; LMC Diabetes & Endocrinology (Canada); Centre Hospitalier de l’Université de Montréal; University of Toronto","funders":"Janssen Pharmaceuticals; Takeda Canada; Novartis Pharmaceuticals Canada; Bristol-Myers Squibb Canada; Merck Canada; Bayer; Servier; Novo Nordisk; Abbott Laboratories; National Institute for Health and Care Research; Mylan; Boehringer Ingelheim; AstraZeneca Canada; Canadian Diabetes Association; Medtronic; Mount Sylvia Diatomite; Roche; Diabetes Canada; Unilever; Novartis; Merck; GlaxoSmithKline; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb; Janssen Biotech; Meso Scale Diagnostics; Sanofi","keywords":"Medicine; Glycated hemoglobin; Type 2 diabetes; Hemoglobin; Glycated haemoglobin; Diabetes mellitus; Internal medicine; Endocrinology","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":[0.001544581,0.0003892406,0.0008593631,0.0007079776,0.002724383,0.002204738,0.00150987,0.001144696,0.002985089],"category_scores_gemma":[0.005448621,0.0002950913,0.0009369079,0.003440415,0.0005763345,0.001039752,0.001255736,0.00287293,0.0002420888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.033444,"about_ca_system_score_gemma":0.1391048,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9945384,"about_ca_topic_score_gemma":0.9957924,"domain_scores_codex":[0.9977766,0.0001826756,0.0001956839,0.0001787319,0.0006885488,0.0009777449],"domain_scores_gemma":[0.9941463,0.0002623101,0.0004428985,0.00005142377,0.002735373,0.002361667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003920298,0.0005092277,0.789416,0.0009871995,0.0002679855,0.0003296222,0.001560691,0.0004743497,0.0001290268,0.001554415,0.07923093,0.1251485],"study_design_scores_gemma":[0.0000632232,0.00006054922,0.9840725,0.000980585,0.0002165813,0.00006920124,0.003555402,0.0006804756,0.00006140445,0.0003247053,0.009879117,0.00003625347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5906166,0.1036103,0.001027954,0.240318,0.003801303,0.0002769464,0.01886029,0.0002582467,0.04123037],"genre_scores_gemma":[0.9498423,0.0309061,0.001662108,0.009819407,0.0003642252,0.00008292203,0.00413583,0.00003696335,0.003150116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.033444,"threshold_uncertainty_score":0.2426544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01141920673287887,"score_gpt":0.2098133868113829,"score_spread":0.198394180078504,"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."}}