{"id":"W4415790410","doi":"10.1161/circ.152.suppl_3.4345655","title":"Abstract 4345655: Sodium–Glucose Cotransporter 2 Inhibitors are Cost-Effective and Dominate Glucagon-Like Peptide-1 Receptor Agonists for Patients with Type 2 Diabetes and High Cardiorenal Risk in Canada","year":2025,"lang":"en","type":"article","venue":"Circulation","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre; Biotechnology Research Institute","funders":"","keywords":"Mace; Type 2 diabetes; Population; Diabetes mellitus; Heart failure; Demographics","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":[0.0009700371,0.0006164869,0.0005323937,0.0004509952,0.0009888993,0.001288502,0.001157704,0.0007746004,0.006538868],"category_scores_gemma":[0.003415941,0.0003494683,0.0009990247,0.0007921314,0.000570727,0.0004140478,0.000467371,0.000896115,0.000264348],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0343869,"about_ca_system_score_gemma":0.04924141,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9744776,"about_ca_topic_score_gemma":0.9654542,"domain_scores_codex":[0.9994479,0.0001474003,0.00001592613,0.00006661504,0.0001346387,0.0001875017],"domain_scores_gemma":[0.998689,0.0003882463,0.0001061972,0.00003300734,0.0005779552,0.0002056028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005017613,0.0001683667,0.04183397,0.0001766591,0.0002713254,0.0002313691,0.00006820694,0.9288316,0.0003475143,0.004908301,0.01104602,0.01161498],"study_design_scores_gemma":[0.0008255505,0.0002306662,0.03014725,0.0001313541,0.0002877779,0.00007902827,0.0001705338,0.9564576,0.0004442448,0.002476627,0.0086845,0.0000650292],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8721166,0.002496845,0.02172108,0.009051417,0.0002139413,0.0009075329,0.02385699,0.0003379665,0.06929761],"genre_scores_gemma":[0.9890003,0.0004698628,0.004021408,0.0002837523,0.00001367857,0.00008105771,0.002469479,0.00001799023,0.00364247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9656131,"threshold_uncertainty_score":0.2494956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00392044074333788,"score_gpt":0.2005562490843013,"score_spread":0.1966358083409634,"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."}}