{"id":"W4362603676","doi":"10.1016/j.numecd.2023.03.023","title":"Glucagon-like peptide 1 receptor agonists in end-staged kidney disease and kidney transplantation: A narrative review","year":2023,"lang":"en","type":"review","venue":"Nutrition Metabolism and Cardiovascular Diseases","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Joseph's Health Care; Lawson Health Research Institute; Western University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Liraglutide; Transplantation; Internal medicine; Kidney transplantation; Glycemic; Weight loss; Type 2 diabetes; Kidney disease; Hemodialysis; Dialysis; Endocrinology; Diabetes mellitus; Insulin; Obesity","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":[0.0004474195,0.0007354299,0.003535834,0.0004669323,0.000164111,0.0000993088,0.0001236546,0.0001576448,0.0001924438],"category_scores_gemma":[0.0002483642,0.0006149784,0.002030928,0.0007087146,0.0001624459,0.000227263,0.00007272822,0.0002549586,0.00004250415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006929632,"about_ca_system_score_gemma":0.0003862907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000264617,"about_ca_topic_score_gemma":0.000001893431,"domain_scores_codex":[0.9964558,0.0006170495,0.0007408116,0.001046112,0.0007058624,0.0004343723],"domain_scores_gemma":[0.9975818,0.0000842104,0.0001657574,0.0007001155,0.00009705988,0.001371076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001385229,0.0006456884,0.00005175838,0.5189412,0.008424292,0.0008287462,0.0001457743,1.392121e-7,3.25631e-7,0.0001764884,0.03991123,0.4307358],"study_design_scores_gemma":[0.003317521,0.00003681195,0.000471385,0.09755965,0.05110114,0.0000232162,0.00007158805,6.473438e-7,4.389331e-7,0.000035651,0.8469049,0.000477102],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003582565,0.9906335,0.00001048583,0.0003750992,0.0003284451,0.004959762,0.003370602,0.0001558063,0.0001304061],"genre_scores_gemma":[0.00001008974,0.979443,0.0001292704,0.001011282,0.0004148884,0.003598519,0.0147753,0.00009849454,0.0005191873],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8069936,"threshold_uncertainty_score":0.9996302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02282223103365606,"score_gpt":0.2903838469534646,"score_spread":0.2675616159198086,"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."}}