{"id":"W4408244851","doi":"10.1001/jamacardio.2025.0025","title":"Finerenone for Heart Failure and Risk Estimated by the PREDICT-HFpEF Model","year":2025,"lang":"en","type":"article","venue":"JAMA Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Women's College Hospital","funders":"","keywords":"Medicine; Heart failure; Internal medicine; Ejection fraction; Placebo; Heart failure with preserved ejection fraction; Cardiology; Randomized controlled trial; Framingham Risk Score; Cause of death; Disease","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":[0.01539945,0.000828149,0.002191594,0.0006512363,0.0002231041,0.0009704401,0.001024856,0.0007496582,0.004844867],"category_scores_gemma":[0.02264122,0.0003188249,0.002430615,0.000355246,0.00035887,0.0008947921,0.0008546233,0.00142395,0.0002800539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003759479,"about_ca_system_score_gemma":0.000818903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002429333,"about_ca_topic_score_gemma":0.001740622,"domain_scores_codex":[0.9951774,0.003340238,0.0001756568,0.0007204761,0.0004037358,0.0001824987],"domain_scores_gemma":[0.9804481,0.01585827,0.001744058,0.001154576,0.0003910207,0.0004038819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1172388,0.001263736,0.5667056,0.001297714,0.01984328,0.0005509381,0.0002239661,0.1936833,0.001316285,0.003277517,0.01083296,0.08376586],"study_design_scores_gemma":[0.009738353,0.01381531,0.1625511,0.0004181882,0.00765112,0.0005679952,0.0001681386,0.7889779,0.001304624,0.01017701,0.004465302,0.0001650602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9443799,0.00801195,0.03578978,0.001849949,0.000351348,0.0005225265,0.003942685,0.0003995793,0.004752239],"genre_scores_gemma":[0.993876,0.0003741863,0.003577593,0.0001356071,0.00008469253,0.00009471283,0.001081324,0.00002373108,0.0007520241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01539945,"threshold_uncertainty_score":0.0814411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01339435804481197,"score_gpt":0.2782913038406453,"score_spread":0.2648969457958333,"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."}}