{"id":"W1990079700","doi":"10.1136/ebn.14.1.26","title":"Intensive dietary advice significantly improves HbA(1c) in people with type 2 diabetes who remain hyperglycaemic despite optimised drug treatment","year":2010,"lang":"en","type":"letter","venue":"Evidence-Based Nursing","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Type 2 diabetes; Medicine; Drug; Diabetes mellitus; Internal medicine; Pharmacology; Intensive care medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003910949,0.001142491,0.001705829,0.000899613,0.0001676805,0.0001553396,0.000359004,0.0008031334,0.0001179755],"category_scores_gemma":[0.0002777535,0.0008716288,0.0003463841,0.0008488491,0.0003531487,0.0004085269,0.00004596075,0.002082797,0.00007605484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001679325,"about_ca_system_score_gemma":0.0007292932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004073659,"about_ca_topic_score_gemma":0.0002563405,"domain_scores_codex":[0.9954912,0.0002858394,0.0007091566,0.001418008,0.0007926893,0.001303123],"domain_scores_gemma":[0.9965363,0.0009704446,0.0004642981,0.001267695,0.0005011854,0.0002600706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004102807,0.001698322,0.03633785,0.00325461,0.002019176,0.004486121,0.00440535,0.0003270956,0.01826451,0.000004036061,0.8130358,0.1120643],"study_design_scores_gemma":[0.05228277,0.05779624,0.107977,0.2965462,0.03686092,0.0001431055,0.007361897,0.01759014,0.07209818,0.0004072358,0.337862,0.01307431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5574555,0.006586312,0.00001946869,0.429199,0.001260961,0.004044728,0.00002907251,0.0003930076,0.00101195],"genre_scores_gemma":[0.3598834,0.002186324,0.01317092,0.5930463,0.005163734,0.00148608,0.00317378,0.0008865488,0.02100285],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4751738,"threshold_uncertainty_score":0.9993734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02231638211179992,"score_gpt":0.2646658404745412,"score_spread":0.2423494583627413,"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."}}