{"id":"W4290776063","doi":"10.1016/j.cjca.2022.04.029","title":"2022 Canadian Cardiovascular Society Guideline for Use of GLP-1 Receptor Agonists and SGLT2 Inhibitors for Cardiorenal Risk Reduction in Adults","year":2022,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"Population Health Research Institute; McMaster University; Selkirk College; University of Ottawa; McGill University; McGill University Health Centre; Diabetes Canada; Humber River Regional Hospital; LMC Diabetes & Endocrinology (Canada); St. Michael's Hospital; Ottawa Hospital; Libin Cardiovascular Institute of Alberta; University Health Network; University of Toronto; Trillium Health Centre; University of Manitoba; Institut universitaire de cardiologie et de pneumologie de Québec; University of British Columbia; Montreal Heart Institute; University of Alberta; Université Laval; University of Saskatchewan; Université de Montréal","funders":"","keywords":"Medicine; Internal medicine; Guideline; Kidney disease; Heart failure; Ejection fraction; Renal function; Diabetes mellitus; Intensive care medicine; Myocardial infarction; Population; Cardiology; Endocrinology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001426937,0.0003790752,0.001875859,0.001034124,0.0001839313,0.00002783352,0.0001786313,0.0006272833,0.00003367003],"category_scores_gemma":[0.000337219,0.0003753563,0.002048979,0.0002351285,0.0001900476,0.0001002396,0.00002648314,0.00105797,4.956776e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001811451,"about_ca_system_score_gemma":0.003069932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09577567,"about_ca_topic_score_gemma":0.04250263,"domain_scores_codex":[0.9971378,0.0002499173,0.001049933,0.0004691824,0.0003056724,0.0007874744],"domain_scores_gemma":[0.9976507,0.0001401053,0.0005553931,0.0004419033,0.0006161883,0.0005956931],"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":[0.0001884718,0.000002769606,0.003278056,0.0003442424,0.005577608,0.0002669256,0.0001743668,0.0009393211,0.000006348911,0.000004768345,0.9741566,0.01506055],"study_design_scores_gemma":[0.003303484,0.001093377,0.0005798147,0.0002103372,0.002716851,0.0002517725,0.0002625537,0.0000367594,0.00001884895,0.00003995115,0.9912106,0.0002756597],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1534126,0.09835003,0.004186462,0.6442857,0.03921398,0.02317248,0.03522211,0.00006917423,0.002087403],"genre_scores_gemma":[0.3093418,0.04688171,0.08108518,0.297201,0.1943261,0.004855304,0.05361154,0.002361889,0.01033552],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3470847,"threshold_uncertainty_score":0.9998698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0159239707591261,"score_gpt":0.2248848260863087,"score_spread":0.2089608553271826,"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."}}