{"id":"W4410113184","doi":"10.1002/ejhf.3676","title":"Heart Failure and Obesity: Translational Approaches and Therapeutic Perspectives. A Scientific Statement of the Heart Failure Association of the ESC","year":2025,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada); St. Thomas Hospital","funders":"National Medical Research Council; Medical Research Council; American Regent; Cytokinetics; Astellas Pharma; Servier; Amgen; Siemens Healthineers; Horizon Therapeutics; Pfizer; Moderna; Impulse Dynamics; Biosense Webster; Novo Nordisk; ReCor Medical; AstraZeneca; Amarin Corporation; Regeneron Pharmaceuticals; Vifor Pharma; LivaNova; Boston Scientific Corporation; Alnylam Pharmaceuticals; European Commission; Circle Cardiovascular Imaging; Society for Cardiovascular Magnetic Resonance; Sanofi; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Heart failure; Obesity; Intensive care medicine; Ejection fraction; Epidemiology; Population; Heart failure with preserved ejection fraction; Internal medicine; Cardiology; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01807029,0.001369973,0.001614706,0.00203948,0.00131314,0.006347782,0.001347881,0.009705996,0.005336646],"category_scores_gemma":[0.01967637,0.0005261038,0.001383347,0.001506159,0.002256037,0.004342407,0.003645647,0.01396331,0.003009353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00138167,"about_ca_system_score_gemma":0.007248551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001111092,"about_ca_topic_score_gemma":0.002590389,"domain_scores_codex":[0.9955628,0.001367339,0.0006268102,0.0003874348,0.001546403,0.0005091239],"domain_scores_gemma":[0.9736138,0.01171118,0.001742917,0.0007566867,0.007842811,0.004332568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001832638,0.0001175522,0.0004622462,0.002219211,0.0000994533,0.0001816227,0.0001016838,0.000164481,0.0004841056,0.007178005,0.7171126,0.2716958],"study_design_scores_gemma":[0.0001074635,0.0002273641,0.001630273,0.006906051,0.0001310013,0.0003369514,0.0001156422,0.000240874,0.0002052805,0.008194005,0.981862,0.00004317534],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0003682569,0.41597,0.0007896615,0.4541107,0.1240463,0.00005858586,0.0002002258,0.0000440622,0.004412251],"genre_scores_gemma":[0.005785761,0.4941297,0.002542725,0.1943254,0.2947925,0.0001467191,0.0004654861,0.00006143868,0.007750169],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01807029,"threshold_uncertainty_score":0.09556597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01507362061073946,"score_gpt":0.2299906405625178,"score_spread":0.2149170199517784,"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."}}