{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004356925,0.0009456952,0.01069019,0.0005868038,0.0001148408,0.00004221435,0.0003692866,0.0002424155,0.0001767768],"category_scores_gemma":[0.0009967333,0.0005859007,0.008443568,0.0007058326,0.00009462483,0.0000515902,0.0001561973,0.0004808577,0.00001437373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002874265,"about_ca_system_score_gemma":0.0002418166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004571554,"about_ca_topic_score_gemma":5.274571e-7,"domain_scores_codex":[0.9942468,0.001615125,0.00133354,0.0008368129,0.00137791,0.0005898258],"domain_scores_gemma":[0.9950026,0.002192547,0.0007134698,0.001852054,0.0000877756,0.0001515084],"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":[0.00001380152,0.0001778744,0.0001520363,0.07251195,0.06141712,0.0001074244,0.0000482311,0.00001074572,0.000003532197,0.0002285921,0.00004781243,0.8652809],"study_design_scores_gemma":[0.00273956,0.001148963,0.000008126119,0.0141009,0.07712942,0.00000182932,0.00006547799,0.000008829006,0.0002860359,0.00002948159,0.9039291,0.0005523179],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002660539,0.992259,0.0005821782,0.000009053697,0.000375296,0.005570064,0.00004622281,0.0001637116,0.0007283644],"genre_scores_gemma":[0.0004403966,0.9914733,0.003442318,0.0001121018,0.0001566618,0.003284925,0.0006954694,0.0002352642,0.0001596339],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9038813,"threshold_uncertainty_score":0.9996592,"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."}}