{"id":"W4394061861","doi":"10.1161/circulationaha.124.069568","title":"Sodium-Glucose Cotransporter-2 Inhibitors and Major Adverse Cardiovascular Outcomes: A SMART-C Collaborative Meta-Analysis","year":2024,"lang":"en","type":"review","venue":"Circulation","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":165,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"Baylor University Medical Center; Universitair Medisch Centrum Groningen; University of Glasgow; Institut National de la Santé et de la Recherche Médicale; National Institutes of Health; Rijksuniversiteit Groningen; British Heart Foundation; Auris Health; University College London; Imperial College London; National Heart, Lung, and Blood Institute; Université de Lorraine; National Institute of Diabetes and Digestive and Kidney Diseases; Baylor University; AstraZeneca United States","keywords":"Medicine; Meta-analysis; Adverse effect; Transporter; Pharmacology; Internal medicine; Intensive care medicine; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004190891,0.0006219195,0.00510824,0.0008875208,0.00006786752,0.00006153435,0.00006719584,0.0002553174,0.0001303401],"category_scores_gemma":[0.00002007025,0.0004155129,0.006885031,0.001631371,0.00005872824,0.0001200514,0.00004138577,0.0001996736,0.0001448639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002217166,"about_ca_system_score_gemma":0.0001292623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003841423,"about_ca_topic_score_gemma":0.00002786901,"domain_scores_codex":[0.9975115,0.0001415814,0.0007381236,0.0008036055,0.0005554174,0.0002497497],"domain_scores_gemma":[0.9986839,0.00005561202,0.0002323368,0.0007540305,0.0001204014,0.0001536763],"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":[0.000004461934,0.00009287301,0.0008420798,0.01201444,0.8857551,0.0001987037,0.000165755,0.00001370727,1.493327e-7,0.0001176925,0.0002004033,0.1005947],"study_design_scores_gemma":[0.0003042063,0.00001863472,0.0006512364,0.0002741704,0.6018582,0.000002649499,0.00002725424,0.00001300121,3.730955e-7,0.0000130609,0.3966318,0.0002054377],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001884564,0.9957319,0.0001240277,0.00006868128,0.0002025338,0.002666951,0.0001497667,0.0001191136,0.000748594],"genre_scores_gemma":[0.005439752,0.9903808,0.000162401,0.00005896351,0.00008603439,0.0006372037,0.002207855,0.00007811782,0.0009488663],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3964314,"threshold_uncertainty_score":0.9998296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0577880962015906,"score_gpt":0.3140759364985228,"score_spread":0.2562878402969322,"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."}}