{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001755246,0.0005669408,0.001560147,0.0008837942,0.0008706453,0.0009981537,0.0008135778,0.0009496147,0.0005117182],"category_scores_gemma":[0.002151943,0.0004031478,0.0008570305,0.00157214,0.0003987232,0.0005359951,0.001319476,0.0009933647,0.0001635166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001162322,"about_ca_system_score_gemma":0.001512603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02247136,"about_ca_topic_score_gemma":0.0749001,"domain_scores_codex":[0.999079,0.0003312894,0.0001137642,0.0001423087,0.0001875788,0.0001460947],"domain_scores_gemma":[0.9986771,0.0001756635,0.0004898845,0.0001253154,0.0002620725,0.0002699999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003319839,0.0003681627,0.9693702,0.0003339484,0.001570935,0.0001286545,0.0001876921,0.0002520433,0.001834935,0.0002014071,0.002550799,0.0198814],"study_design_scores_gemma":[0.0004143453,0.0007178672,0.9946812,0.0001464622,0.0008270311,0.0002605198,0.0001264345,0.0003118645,0.0003860256,0.0002264886,0.001874305,0.00002742642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834859,0.007101451,0.0005977041,0.0005175787,0.00005836548,0.0004501893,0.005254926,0.00002455975,0.002509227],"genre_scores_gemma":[0.9882755,0.002379276,0.00194418,0.0007591065,0.00008814801,0.0005844082,0.004765748,0.0000132568,0.001190405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02247136,"threshold_uncertainty_score":0.04468113,"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."}}