{"id":"W4383302677","doi":"10.1210/clinem/dgad398","title":"Glucagon-Like Peptide-1 Receptor Agonists Across the Spectrum of Heart Failure","year":2023,"lang":"en","type":"review","venue":"The Journal of Clinical Endocrinology & Metabolism","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Fundação para a Ciência e a Tecnologia","keywords":"Medicine; Heart failure; Ejection fraction; Overweight; Internal medicine; Glycemic; Cardiology; Glucagon-like peptide-1; Myocardial infarction; Diabetes mellitus; Natriuretic peptide; Glucagon-like peptide 1 receptor; Type 2 diabetes; Stroke (engine); Weight loss; Obesity; Endocrinology; Receptor; Agonist","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008095102,0.0004710637,0.0009877924,0.001062101,0.0001826344,0.0009433914,0.0004201102,0.0005528764,0.002441678],"category_scores_gemma":[0.001667625,0.0001413112,0.0009474493,0.0009717817,0.0002520442,0.0007436139,0.0004654699,0.001099144,0.0005074871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003419392,"about_ca_system_score_gemma":0.0008687485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008016591,"about_ca_topic_score_gemma":0.001177232,"domain_scores_codex":[0.9995689,0.0001098289,0.0001129209,0.00005850038,0.0001106546,0.00003909331],"domain_scores_gemma":[0.9994924,0.0002848951,0.00009351577,0.00001217618,0.00009370771,0.00002336777],"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":[0.0004816803,0.00006612264,0.001205151,0.03431988,0.0006411739,0.0005834549,0.0001096259,0.0004280604,0.00240617,0.002810345,0.02539902,0.9315492],"study_design_scores_gemma":[0.0001533684,0.0006228201,0.009416406,0.02655581,0.001673633,0.004933443,0.0002804514,0.0002702866,0.001471747,0.004943946,0.9496236,0.00005460144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007532592,0.995561,0.0003456479,0.001442942,0.0005822956,0.00001219972,0.00006913736,0.0000134055,0.001220069],"genre_scores_gemma":[0.005543888,0.9912741,0.0005901539,0.001451459,0.000640857,0.0000201856,0.00006206133,0.000003148775,0.0004141666],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002441678,"threshold_uncertainty_score":0.008168221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1032916214219402,"score_gpt":0.4418123955268664,"score_spread":0.3385207741049261,"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."}}