{"id":"W4401117116","doi":"10.1002/ejhf.3397","title":"Biomarker Profiles Associated with Reverse Ventricular Remodelling in Patients with Heart Failure and a Reduced Ejection Fraction: Insights from the Echocardiographic Substudy of the VICTORIA Trial","year":2024,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"GDF15 and Related Biomarkers","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"Janssen Research and Development; National Medical Research Council; Medical Research Council; Bayer Canada; Natera; Regeneron Pharmaceuticals; National Institutes of Health; CSL Limited; Vifor Pharma; MyoKardia; Novo Nordisk; Daiichi-Sankyo; Abbott Diagnostics; Bayer; Servier; Amgen; National University of Singapore; Siemens Healthineers; Moderna; Boston Scientific Corporation; Cytokinetics; Merck KGaA; European Commission; Sanofi; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Ejection fraction; Heart failure; Cardiology; Biomarker; Internal medicine; Fraction (chemistry); Chromatography; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005316407,0.0006838757,0.001793906,0.0002440535,0.0004103827,0.001132077,0.0007715016,0.0008818985,0.001094741],"category_scores_gemma":[0.007091317,0.0003482345,0.001383062,0.0006451372,0.0005615221,0.0005069458,0.001041652,0.001102086,0.0001889201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005809427,"about_ca_system_score_gemma":0.0007588211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004205386,"about_ca_topic_score_gemma":0.01243986,"domain_scores_codex":[0.9967385,0.002201788,0.0002217138,0.0003257363,0.0002967942,0.0002154271],"domain_scores_gemma":[0.9957259,0.001209937,0.001560759,0.000569848,0.000411842,0.0005217363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2919486,0.001707916,0.6308353,0.002333483,0.01733676,0.0002053752,0.0004536031,0.0008587678,0.003572129,0.0004863853,0.002735284,0.04752648],"study_design_scores_gemma":[0.03925123,0.01279779,0.9292306,0.0006182155,0.01165132,0.0003845328,0.0002509803,0.001305443,0.0005405362,0.00082145,0.00304983,0.00009812252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867064,0.009816549,0.0002622623,0.0003237551,0.00006478683,0.0002772432,0.001063364,0.000009528177,0.001476062],"genre_scores_gemma":[0.994806,0.001836803,0.0005612592,0.0003015236,0.0001379206,0.0003027369,0.001639187,0.000006663283,0.0004079333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005316407,"threshold_uncertainty_score":0.02811617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008038792734199912,"score_gpt":0.2049271237868447,"score_spread":0.1968883310526447,"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."}}