{"id":"W3087348426","doi":"10.1161/circulationaha.120.045888","title":"Glucagon-Like Peptide 1 Receptor Agonists and Heart Failure","year":2020,"lang":"en","type":"review","venue":"Circulation","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":137,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Heart failure; Glucagon-like peptide-1; Receptor; Internal medicine; Agonist; Endocrinology; Glucagon; Cardiology; Pharmacology; Diabetes mellitus; Insulin; Type 2 diabetes","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":[0.0009673955,0.0001681293,0.0003865842,0.0003548921,0.0002148933,0.0006664885,0.0001869313,0.0008331041,0.004322363],"category_scores_gemma":[0.002464981,0.00006352122,0.000344441,0.0003747999,0.0002668023,0.0003733343,0.0004005739,0.001539893,0.0008395595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003280493,"about_ca_system_score_gemma":0.0006806506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00148348,"about_ca_topic_score_gemma":0.001549084,"domain_scores_codex":[0.9995399,0.0001781862,0.00004503508,0.00003981988,0.0001458878,0.00005126039],"domain_scores_gemma":[0.9990399,0.0003884911,0.0002603534,0.00002864509,0.0001114329,0.0001710766],"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":[0.001940321,0.0004227213,0.03063892,0.0025541,0.0006200004,0.001488329,0.0001722653,0.0002753907,0.0007569599,0.01329311,0.2469715,0.7008665],"study_design_scores_gemma":[0.0008835526,0.001367683,0.2503153,0.006639202,0.0005913656,0.00717281,0.0003571217,0.0006852069,0.0003256852,0.02491898,0.7066444,0.00009858231],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01709637,0.8395476,0.0002925578,0.09996893,0.008844615,0.00002364466,0.0003752339,0.00002873109,0.03382222],"genre_scores_gemma":[0.2048066,0.6839705,0.0009471682,0.05913294,0.03899946,0.00008595346,0.0009892716,0.00001214602,0.01105603],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004322363,"threshold_uncertainty_score":0.01445973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0324588064992321,"score_gpt":0.2973370976631053,"score_spread":0.2648782911638732,"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."}}