{"id":"W4415791624","doi":"10.1161/circ.152.suppl_3.4365699","title":"Abstract 4365699: Liver fibrosis as assessed by the fibrosis-5 (FIB-5) index in patients with heart failure: Insights from the PARADIGM-HF and PARAGON-HF trials","year":2025,"lang":"en","type":"article","venue":"Circulation","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Quartile; Heart failure; Hazard ratio; Ejection fraction; Clinical endpoint; Fibrosis; Confidence interval; Proportional hazards model","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":[0.008433077,0.0006958923,0.00251221,0.000429145,0.0003165462,0.000993069,0.0005421041,0.001510329,0.002750002],"category_scores_gemma":[0.008507956,0.0001989273,0.001925945,0.0005016907,0.000545736,0.00112778,0.0006013815,0.001511899,0.0002574722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003331272,"about_ca_system_score_gemma":0.0007549507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004097844,"about_ca_topic_score_gemma":0.001080153,"domain_scores_codex":[0.9962692,0.002706131,0.0004574462,0.0002067661,0.0002515574,0.0001088031],"domain_scores_gemma":[0.9959176,0.002041358,0.0009599294,0.0002066084,0.0004357046,0.0004388435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7643624,0.002637799,0.01553681,0.01196707,0.01512355,0.00010719,0.0001909801,0.0008289054,0.002775405,0.002135133,0.01320976,0.1711251],"study_design_scores_gemma":[0.8529942,0.07376415,0.03751785,0.003056279,0.01199087,0.0002657797,0.0001456623,0.0009972906,0.0008381447,0.002807156,0.01553881,0.00008369226],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6844292,0.2819669,0.001599296,0.01197446,0.00224223,0.002848032,0.004945702,0.00009124359,0.00990284],"genre_scores_gemma":[0.94653,0.03273902,0.003667837,0.006343073,0.002473593,0.003065942,0.003795289,0.00001612472,0.001369103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008433077,"threshold_uncertainty_score":0.04459888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01599298049678857,"score_gpt":0.2626639490954424,"score_spread":0.2466709685986539,"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."}}