{"id":"W2976645875","doi":"10.1016/j.jcjd.2019.09.003","title":"Mechanisms by Which Glucagon-Like-Peptide-1 Receptor Agonists and Sodium-Glucose Cotransporter-2 Inhibitors Reduce Cardiovascular Risk in Adults With Type 2 Diabetes Mellitus","year":2019,"lang":"en","type":"review","venue":"Canadian Journal of Diabetes","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; Alberta Innovates - Health Solutions","keywords":"Medicine; Incretin; Type 2 Diabetes Mellitus; Diabetes mellitus; Adverse effect; Glucagon-like peptide 1 receptor; Type 2 diabetes; Internal medicine; Glucagon-like peptide-1; Cardiac fibrosis; Endocrinology; Pharmacology; Receptor; Bioinformatics; Cardiology; Fibrosis; Agonist","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000956049,0.0009483445,0.003898771,0.001108875,0.0001235209,0.0001392124,0.0003811972,0.0004925184,0.00007783049],"category_scores_gemma":[0.0001245538,0.0007246528,0.0008145897,0.0009617601,0.0001751991,0.0002721246,0.00003093198,0.0009972248,0.00004646324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006843632,"about_ca_system_score_gemma":0.002111258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007405629,"about_ca_topic_score_gemma":0.002733282,"domain_scores_codex":[0.995931,0.0002715926,0.001261805,0.0007551977,0.0006098897,0.001170563],"domain_scores_gemma":[0.9964073,0.0001517924,0.0009019632,0.0007557733,0.0004135425,0.001369576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004581016,0.0002147142,0.01264996,0.02446129,0.01128962,0.0002102975,0.0004052153,0.000006948647,0.00001705799,0.00002420497,0.009331048,0.9413438],"study_design_scores_gemma":[0.003330002,0.002125228,0.000609057,0.04819503,0.01156912,0.00001145552,0.0001381295,0.000004202945,0.0002036499,0.00002425984,0.9328703,0.0009195426],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.09085113,0.9059162,0.00000166975,0.00006778658,0.001076262,0.001605952,0.0002279037,0.00001906265,0.0002341031],"genre_scores_gemma":[0.02091583,0.9772235,0.0004174004,0.00009736571,0.0002348368,0.0000641935,0.000530238,0.0001986209,0.0003180618],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9404243,"threshold_uncertainty_score":0.9995205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01114218631351409,"score_gpt":0.222069525246665,"score_spread":0.2109273389331509,"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."}}