{"id":"W4411001165","doi":"10.1016/j.jchf.2025.03.036","title":"Exclusion of Liver Disease and Underutilization of Liver-Specific Endpoints in Heart Failure Trials","year":2025,"lang":"en","type":"article","venue":"JACC Heart Failure","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Population Health Research Institute","funders":"","keywords":"Medicine; Heart failure; Liver failure; Liver disease; Disease; Clinical endpoint; Clinical trial; Internal medicine; Intensive care medicine; Cardiology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1677924,0.001200559,0.005533525,0.001340388,0.001229113,0.005772195,0.001554551,0.003405691,0.004173194],"category_scores_gemma":[0.1931997,0.0007918782,0.008014071,0.00258681,0.00198766,0.005167731,0.003359305,0.005391927,0.0005422193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001303924,"about_ca_system_score_gemma":0.003607252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008991837,"about_ca_topic_score_gemma":0.002007879,"domain_scores_codex":[0.7494447,0.2187359,0.01773244,0.005185234,0.006106323,0.002795368],"domain_scores_gemma":[0.7368127,0.1927706,0.0388731,0.01917068,0.007386447,0.004986518],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3689581,0.001163903,0.1711179,0.0189117,0.108289,0.0004881564,0.0014863,0.003107378,0.002760048,0.01200138,0.0266578,0.2850584],"study_design_scores_gemma":[0.1564218,0.02593066,0.5016088,0.0162285,0.1300616,0.001460289,0.001004137,0.009380198,0.006221493,0.04967143,0.1014618,0.0005493175],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5751224,0.2801873,0.03379132,0.0507345,0.005383433,0.005648842,0.007912255,0.0004342922,0.04078558],"genre_scores_gemma":[0.968731,0.007890612,0.006243967,0.00995472,0.002534965,0.001850123,0.001835379,0.0001217127,0.0008375495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8322076,"threshold_uncertainty_score":0.8873818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03307548667612283,"score_gpt":0.3051498672569351,"score_spread":0.2720743805808123,"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."}}