{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000568406,0.0005508933,0.002060132,0.0002622776,0.00021648,0.00009916689,0.0001605064,0.0003413401,0.0002182105],"category_scores_gemma":[0.00008235571,0.0003253872,0.0004827491,0.0006531458,0.0002260602,0.0001653119,0.0001986924,0.000579652,0.0004204068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000138423,"about_ca_system_score_gemma":0.0002163846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002499862,"about_ca_topic_score_gemma":0.0002489881,"domain_scores_codex":[0.9975156,0.0002886819,0.0005899305,0.0006355298,0.0005489258,0.0004213058],"domain_scores_gemma":[0.9982723,0.0002617808,0.0003162339,0.0008099044,0.0001625427,0.0001772345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004933543,0.00109492,0.01324574,0.05521632,0.007521936,0.00002828508,0.0003025766,0.000003389588,0.00004683061,0.001129412,0.8385678,0.08234944],"study_design_scores_gemma":[0.001508722,0.0003527188,0.0003200434,0.008524329,0.002450556,0.00002702331,0.0002991422,0.000005525297,0.00002836678,0.00005645695,0.986153,0.0002740909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009997182,0.9863756,0.0000091083,0.005159037,0.0003466802,0.005716804,0.0000553172,0.0003251206,0.001012611],"genre_scores_gemma":[0.0005122742,0.9809422,0.002526385,0.0002110479,0.0006504567,0.0008941293,0.0006693467,0.000206564,0.01338753],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1475852,"threshold_uncertainty_score":0.9999198,"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."}}