{"id":"W4205521731","doi":"10.2337/dbi20-0049","title":"Cardiovascular Effects of Incretin-Based Therapies: Integrating Mechanisms With Cardiovascular Outcome Trials","year":2022,"lang":"en","type":"review","venue":"Diabetes","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Incretin; Medicine; Diabetes mellitus; Glycemic; Type 2 diabetes; Clinical trial; Glucagon-like peptide-1; Bioinformatics; Hormone; Disease; Type 2 Diabetes Mellitus; Internal medicine; Pharmacology; Endocrinology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004562132,0.001012438,0.003488909,0.001741376,0.0002072049,0.001631803,0.001183752,0.001611255,0.003571147],"category_scores_gemma":[0.005715351,0.0002926457,0.001781525,0.001952226,0.0003917718,0.001280392,0.0007744905,0.002045017,0.0007860901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008442835,"about_ca_system_score_gemma":0.002300402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006857847,"about_ca_topic_score_gemma":0.001356291,"domain_scores_codex":[0.9987829,0.0005333273,0.000224894,0.0001093086,0.0002911427,0.00005845003],"domain_scores_gemma":[0.9963911,0.002721521,0.0003448198,0.00005958876,0.0003913836,0.00009153674],"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":[0.0004290643,0.00008508279,0.0001340909,0.08787708,0.0008456185,0.0000531269,0.00004454456,0.0002497896,0.0004128507,0.00350631,0.01234348,0.8940188],"study_design_scores_gemma":[0.0008942907,0.001047687,0.002991443,0.1743028,0.005634344,0.0006812916,0.0001379082,0.0005265643,0.0006235566,0.008689323,0.8043975,0.00007336649],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004980638,0.999233,0.00005974919,0.0002533056,0.0001108312,0.00001325343,0.00001518779,0.000002996156,0.000261865],"genre_scores_gemma":[0.0006584111,0.9985455,0.0002029708,0.0003160067,0.0001457885,0.0000267609,0.00002365636,0.000001395901,0.00007953159],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004562132,"threshold_uncertainty_score":0.02412713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04606818369049879,"score_gpt":0.2972898569937763,"score_spread":0.2512216733032775,"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."}}