{"id":"W4389737787","doi":"10.1002/ehf2.14560","title":"Obesity, Heart Failure with Preserved Ejection Fraction, and the Role of Glucagon-Like Peptide-1 Receptor Agonists","year":2023,"lang":"en","type":"review","venue":"ESC Heart Failure","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Heart failure; Heart failure with preserved ejection fraction; Internal medicine; Ejection fraction; Overweight; Endocrinology; Diabetes mellitus; Obesity; Glucagon-like peptide-1; Cardiology; 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":[0.0003402355,0.0006595725,0.001273887,0.00173884,0.0002024033,0.0007210706,0.0005125969,0.0006838688,0.003521365],"category_scores_gemma":[0.0005603427,0.0001835412,0.0006479359,0.001345982,0.000211466,0.0006494274,0.0004346377,0.001305042,0.001274487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003732496,"about_ca_system_score_gemma":0.0007388195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009072457,"about_ca_topic_score_gemma":0.001794734,"domain_scores_codex":[0.9998488,0.00003142103,0.00003019795,0.00002121559,0.00005425269,0.0000140972],"domain_scores_gemma":[0.9998212,0.00008356829,0.00003361633,0.000004446546,0.00004349057,0.00001361269],"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":[0.0001488567,0.00009491264,0.0002237086,0.03606436,0.0002378851,0.0002153938,0.00004907402,0.0002728271,0.001216991,0.002062033,0.03401946,0.9253945],"study_design_scores_gemma":[0.00005070298,0.0001756373,0.001935292,0.01106983,0.0003825906,0.001751824,0.00005411793,0.0001061615,0.0002785238,0.001364411,0.9828112,0.00001970303],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009665583,0.9989651,0.00004152702,0.0001638684,0.000124277,0.000003147749,0.00001722698,0.00000436885,0.0005837582],"genre_scores_gemma":[0.000492673,0.9987458,0.00008069659,0.0001788869,0.0001093346,0.000005775863,0.00003144593,8.958787e-7,0.000354362],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003521365,"threshold_uncertainty_score":0.01178008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01798290968216689,"score_gpt":0.2767835834274033,"score_spread":0.2588006737452364,"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."}}