{"id":"W4223917188","doi":"10.1016/j.jcjd.2022.04.004","title":"New Diabetes Guidelines: Impact on Eligibility for Sodium-Glucose Cotransporter-2 Inhibitors and Glucagon-like Peptide-1 Receptor Agonists in Canada","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Faculty of Medicine and Dentistry, University of Alberta; Diabetes Action Canada; University Hospital Foundation; Novo Nordisk","keywords":"Medicine; Diabetes mellitus; Kidney disease; Glycated hemoglobin; Disease; Type 2 diabetes; Internal medicine; Intensive care 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":[0.005383118,0.0004430476,0.0008346893,0.003243576,0.004486024,0.005948483,0.003301638,0.006091265,0.02197833],"category_scores_gemma":[0.03380151,0.0006268128,0.002446703,0.005038723,0.001389456,0.00140808,0.002249783,0.00599398,0.001227638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09278838,"about_ca_system_score_gemma":0.3241827,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.988867,"about_ca_topic_score_gemma":0.9954457,"domain_scores_codex":[0.9903538,0.00128415,0.001089008,0.0006135684,0.004032912,0.002626509],"domain_scores_gemma":[0.9268764,0.006679284,0.003977339,0.0003801867,0.03456651,0.02752019],"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":[0.0003255666,0.0002306098,0.04027485,0.0005597876,0.0001982819,0.0005016692,0.0005296664,0.000801273,0.0001953822,0.006532535,0.89417,0.05568045],"study_design_scores_gemma":[0.001540142,0.0001852004,0.2729653,0.005378725,0.0006092442,0.0005034605,0.004199842,0.001804907,0.0002790999,0.003489247,0.7087495,0.0002953733],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02886416,0.01646013,0.0005293833,0.8186581,0.008138726,0.0005549175,0.02053259,0.0002434951,0.1060185],"genre_scores_gemma":[0.2924604,0.0343799,0.008306181,0.5876864,0.003901471,0.0007734559,0.01525383,0.00040467,0.05683373],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09278838,"threshold_uncertainty_score":0.6732299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01615241198657525,"score_gpt":0.2643357332616482,"score_spread":0.248183321275073,"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."}}