{"id":"W4290775002","doi":"10.1016/j.cjca.2022.05.011","title":"The Effectiveness of Sodium-Glucose Cotransporter 2 Inhibitors and Glucagon-like Peptide-1 Receptor Agonists on Cardiorenal Outcomes: Systematic Review and Meta-analysis","year":2022,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Université de Montréal; Montreal Heart Institute; University of Manitoba; University of British Columbia; McMaster University","funders":"Canadian Cardiovascular Society","keywords":"Medicine; Glucagon-like peptide-1; Meta-analysis; Dipeptidyl peptidase-4; Internal medicine; Endocrinology; Pharmacology; Diabetes mellitus; Type 2 diabetes","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.006039725,0.002555633,0.01769968,0.002920585,0.0004709692,0.002697485,0.002106866,0.002510891,0.005210947],"category_scores_gemma":[0.01538794,0.001650026,0.02868791,0.004270446,0.0006581913,0.001714303,0.001539406,0.002581135,0.0004295103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001543435,"about_ca_system_score_gemma":0.002189259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00693425,"about_ca_topic_score_gemma":0.02056912,"domain_scores_codex":[0.9967236,0.001215884,0.00105487,0.0004638411,0.0003517218,0.000190075],"domain_scores_gemma":[0.991796,0.006017066,0.001372951,0.0002384019,0.000431248,0.00014446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003155424,0.0000432947,0.002687831,0.3165879,0.6630838,0.0001210926,0.00007412925,0.0004019082,0.0002859694,0.0001033754,0.0007426798,0.01271253],"study_design_scores_gemma":[0.0008261231,0.0001558833,0.002510401,0.009679977,0.9852982,0.00005315502,0.00003633527,0.00009226141,0.00006556424,0.0001128715,0.001147321,0.00002187142],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004516898,0.9942557,0.0003205648,0.0001191933,0.0001408765,0.0001042277,0.0003443566,0.00002093998,0.0001772812],"genre_scores_gemma":[0.1342749,0.8612946,0.001629688,0.001128428,0.0002956001,0.000318653,0.0005888762,0.00003037844,0.0004387973],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01769968,"threshold_uncertainty_score":0.03194147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03838929904446615,"score_gpt":0.293364680797603,"score_spread":0.2549753817531369,"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."}}