{"id":"W4408967093","doi":"10.1001/jamacardio.2025.0848","title":"Finerenone and Atrial Fibrillation in Heart Failure","year":2025,"lang":"en","type":"article","venue":"JAMA Cardiology","topic":"Hormonal Regulation and Hypertension","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Medical Research Council; National Institutes of Health; Norgine; Novo Nordisk; Servier; University of Glasgow; Abiomed; Impulse Dynamics; Alnylam Pharmaceuticals; Medical Research Council; Bayer; Eli Lilly and Company; Bristol-Myers Squibb; AstraZeneca; European Commission; Amgen; Pfizer; American Heart Association","keywords":"Medicine; Atrial fibrillation; Heart failure; Cardiology; Internal medicine; MEDLINE","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":[],"consensus_categories":[],"category_scores_codex":[0.000121823,0.00004899011,0.0002602334,0.0001193837,0.00001890443,0.000004874134,0.00001011291,0.0001369944,0.00001376203],"category_scores_gemma":[0.0001866885,0.0000406693,0.00005956468,0.0001106961,0.00003183727,0.00002346598,0.00002005696,0.00008575591,0.000009167275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002399868,"about_ca_system_score_gemma":0.00004810647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002363371,"about_ca_topic_score_gemma":0.00001518275,"domain_scores_codex":[0.99958,0.00004886674,0.0001158589,0.0001232606,0.00004775417,0.00008425845],"domain_scores_gemma":[0.9997584,0.00007607412,0.00001201714,0.00008434134,0.00004102134,0.00002819697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00101462,0.000003696439,0.8366889,0.0000434558,0.0001140854,0.00007946227,0.00007532299,0.0006793377,0.01988905,0.005041747,0.03018567,0.1061847],"study_design_scores_gemma":[0.001545255,0.00005081559,0.6701766,0.00002085669,0.00002327967,0.0001149117,0.00002080526,0.0007147511,0.00004611375,0.0002509646,0.3270066,0.00002905135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647515,0.001274534,0.0001104829,0.03096465,0.0001149299,0.0001390522,0.00000141062,0.00001867221,0.00262479],"genre_scores_gemma":[0.9981386,0.00007204177,0.0003831536,0.0004609386,0.0004623202,9.630679e-7,0.00001796576,0.00000306825,0.0004609225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.296821,"threshold_uncertainty_score":0.1658446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01265043269130163,"score_gpt":0.2740027166025644,"score_spread":0.2613522839112628,"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."}}