{"id":"W4313893466","doi":"10.1016/j.cardfail.2022.12.013","title":"Assessment of Biomarkers of Myocardial injury, Inflammation, and Renal Function in Heart Failure With Reduced Ejection Fraction: The VICTORIA Biomarker Substudy","year":2023,"lang":"en","type":"article","venue":"Journal of Cardiac Failure","topic":"GDF15 and Related Biomarkers","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"National Institutes of Health; CSL Limited; Servier; Boston Scientific Corporation; National Medical Research Council; Cytokinetics; American Regent; Sanofi; Merck; MyoKardia; Medical Research Council; Bayer; Abbott Diagnostics; Bristol-Myers Squibb; AstraZeneca; Novo Nordisk; Daiichi-Sankyo; Verily Life Sciences; Amgen; Vifor Pharma; Bristol-Myers Squibb Foundation","keywords":"Medicine; Ejection fraction; Heart failure; Hazard ratio; Internal medicine; Cardiology; Biomarker; Natriuretic peptide; Cystatin C; Troponin complex; GDF15; Troponin T; Renal function; Cardiac function curve; Troponin; Confidence interval; Myocardial infarction","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":[0.00165171,0.0001792842,0.0006022201,0.0006326539,0.00007800738,0.00002169577,0.00006214316,0.0002251799,0.00001875875],"category_scores_gemma":[0.00009241077,0.0001093882,0.0002793826,0.001372426,0.0001457473,0.0002372255,0.00002658456,0.0004336299,0.000001555591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001178513,"about_ca_system_score_gemma":0.0002998801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003041986,"about_ca_topic_score_gemma":0.00001371708,"domain_scores_codex":[0.9978568,0.0002851485,0.0007601966,0.0001741518,0.0007402414,0.0001834448],"domain_scores_gemma":[0.9983423,0.0001470713,0.0006367723,0.0002217363,0.0005531188,0.00009894787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00258582,0.0000794189,0.4574634,0.0001362809,0.002774573,0.00001566574,0.0002625132,0.00008832375,0.5125495,0.00002557413,0.0219368,0.002082167],"study_design_scores_gemma":[0.001964253,0.001002386,0.9654967,0.0003863795,0.0007225443,0.0001142288,0.002740117,0.00008041456,0.01056581,0.00002891784,0.01678344,0.0001148154],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938532,0.0002020256,0.00004984265,0.00431859,0.0008301331,0.0004362369,0.000007258066,0.00001692237,0.0002857777],"genre_scores_gemma":[0.9989314,0.0001485641,0.000509186,0.00001396817,0.0003302572,0.000008734893,0.00001468962,0.00002050659,0.00002268415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5080333,"threshold_uncertainty_score":0.4460722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007708125459934456,"score_gpt":0.2639540025839952,"score_spread":0.2562458771240608,"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."}}