{"id":"W3120821309","doi":"10.1136/bmj.m4573","title":"Sodium-glucose cotransporter protein-2 (SGLT-2) inhibitors and glucagon-like peptide-1 (GLP-1) receptor agonists for type 2 diabetes: systematic review and network meta-analysis of randomised controlled trials","year":2021,"lang":"en","type":"review","venue":"BMJ","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":672,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Population Health Research Institute; University of Alberta; Hôpital Maisonneuve-Rosemont; Impact; University of Calgary; McMaster University","funders":"National Institute on Aging","keywords":"Medicine; Type 2 diabetes; Internal medicine; Glucagon-like peptide 1 receptor; Diabetes mellitus; Kidney disease; Placebo; Endocrinology; Receptor; Agonist; Pathology","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":[0.02828238,0.00384393,0.02715505,0.009500124,0.0007945835,0.004260461,0.002487432,0.002981083,0.00460232],"category_scores_gemma":[0.0652357,0.002026121,0.03840173,0.008525023,0.001105912,0.002581687,0.001838665,0.00206113,0.0004365745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005743746,"about_ca_system_score_gemma":0.006767123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00720569,"about_ca_topic_score_gemma":0.0158113,"domain_scores_codex":[0.973056,0.01551088,0.006321108,0.002008186,0.002611775,0.0004919478],"domain_scores_gemma":[0.9707742,0.01984549,0.006201215,0.0007997662,0.002076949,0.0003024619],"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":[0.002746903,0.00002329716,0.00126603,0.5268418,0.4590367,0.00006702171,0.0000594667,0.0005293592,0.0001478166,0.0001406674,0.0007330716,0.008407911],"study_design_scores_gemma":[0.002222387,0.0002450899,0.001438164,0.05777978,0.9360536,0.00007041418,0.00003664215,0.0002509131,0.0001261995,0.0002603761,0.001487812,0.00002869941],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004378531,0.9898968,0.001211784,0.0003785858,0.0003788601,0.002439483,0.00084825,0.00005407627,0.0004137002],"genre_scores_gemma":[0.13594,0.8400516,0.00800756,0.001724918,0.0004563034,0.01159808,0.001358736,0.00006541036,0.0007974801],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02828238,"threshold_uncertainty_score":0.1495734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.110454468005884,"score_gpt":0.3721145785314792,"score_spread":0.2616601105255952,"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."}}