{"id":"W4319460681","doi":"10.1111/dom.15009","title":"Comparative efficacy of <scp>sodium‐glucose</scp> co‐transporter‐2 inhibitors, <scp>glucagon‐like</scp> peptide‐1 receptor agonists and non‐steroidal mineralocorticoid receptor antagonists in chronic kidney disease and type 2 diabetes: A systematic review and network <scp>meta‐analysis</scp>","year":2023,"lang":"en","type":"review","venue":"Diabetes Obesity and Metabolism","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Memorial University of Newfoundland","funders":"","keywords":"Medicine; Mace; Internal medicine; Type 2 diabetes; Kidney disease; Mineralocorticoid receptor; Glucagon-like peptide 1 receptor; Myocardial infarction; Endocrinology; Gastroenterology; Diabetes mellitus; Percutaneous coronary intervention; Receptor","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008734094,0.001956527,0.01579909,0.005585455,0.0004952063,0.002797429,0.001470263,0.002039795,0.003045461],"category_scores_gemma":[0.0205384,0.0009214086,0.0201658,0.006013275,0.0006588076,0.001379229,0.001093079,0.001292762,0.0002149853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002525085,"about_ca_system_score_gemma":0.003543116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005842921,"about_ca_topic_score_gemma":0.01497887,"domain_scores_codex":[0.9939368,0.002580747,0.002028916,0.0005806914,0.0007018329,0.0001710102],"domain_scores_gemma":[0.9870296,0.00923148,0.002525781,0.0002174659,0.0008167897,0.0001789665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003135698,0.00002382714,0.001587412,0.6508047,0.329046,0.00009478132,0.000069781,0.0002451176,0.0003543163,0.0001157142,0.0005877447,0.01393495],"study_design_scores_gemma":[0.001744715,0.0004012033,0.003241392,0.05409721,0.9374017,0.0001276171,0.00005737405,0.0001424332,0.0002172733,0.000172503,0.002370977,0.00002570315],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005683308,0.9924026,0.0002895246,0.0001742509,0.0001376683,0.0004505391,0.0005436034,0.00002325567,0.0002953704],"genre_scores_gemma":[0.1782643,0.8155726,0.001938829,0.001126778,0.0002321263,0.001469254,0.0008908033,0.00002812839,0.0004772533],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01579909,"threshold_uncertainty_score":0.04619086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02674419947536565,"score_gpt":0.2892258484559063,"score_spread":0.2624816489805406,"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."}}