{"id":"W4416338902","doi":"10.1093/cvr/cvaf235","title":"Obesity, aldosterone, and natriuretic peptides in patients with heart failure and reduced ejection fraction","year":2025,"lang":"en","type":"article","venue":"Cardiovascular Research","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"Novartis Portugal","keywords":"Heart failure; Aldosterone; Ejection fraction; Adipose tissue; Natriuretic peptide; Atrial natriuretic peptide; Brain natriuretic peptide","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":[0.0008343378,0.0002890801,0.0005897437,0.0003212582,0.000279388,0.0004142825,0.0001622023,0.0004362955,0.001029801],"category_scores_gemma":[0.001488372,0.0001262979,0.0004054677,0.0004289591,0.0002343113,0.0002887653,0.0002621281,0.0005915254,0.00009932335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001295983,"about_ca_system_score_gemma":0.0001900863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006118221,"about_ca_topic_score_gemma":0.001102898,"domain_scores_codex":[0.9996819,0.000130607,0.00003855293,0.00006341409,0.00004961775,0.00003586947],"domain_scores_gemma":[0.9990145,0.0003276854,0.0003472396,0.0000393253,0.0000479635,0.0002231652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002629476,0.0001305641,0.9917707,0.00006076875,0.0002155967,0.00006629273,0.00002528705,0.00006222135,0.0005617276,0.00001517125,0.00008653651,0.00437562],"study_design_scores_gemma":[0.0002340429,0.0007107718,0.9983451,0.00001667388,0.0001414895,0.000195522,0.00003498323,0.0001057476,0.00005841527,0.00003246156,0.0001209257,0.000003803169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971315,0.002203902,0.00005618302,0.0001305557,0.00001612153,0.00001109236,0.0001052634,0.000002288867,0.0003430623],"genre_scores_gemma":[0.9990858,0.0004120898,0.0001129326,0.00009247781,0.00005579096,0.00001556952,0.0001540795,7.040219e-7,0.00007066265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001029801,"threshold_uncertainty_score":0.004412413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01750830698297791,"score_gpt":0.2976019442780152,"score_spread":0.2800936372950373,"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."}}