{"id":"W4220785526","doi":"10.1016/s0735-1097(22)01363-8","title":"EJECTION FRACTION, BIOMARKERS, AND OUTCOMES IN HEART FAILURE WITH REDUCED EJECTION FRACTION AND THE IMPACT OF VERICIGUAT ON OUTCOMES IN THE VICTORIA TRIAL","year":2022,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"","keywords":"Medicine; Ejection fraction; Heart failure; Fraction (chemistry); Cardiology; Internal medicine","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":[0.001856238,0.000540876,0.001568878,0.00013494,0.0003418933,0.001121069,0.000822084,0.001016329,0.001635833],"category_scores_gemma":[0.003551998,0.0002927975,0.001230262,0.0003340639,0.0007092641,0.0006475158,0.0008488254,0.00249011,0.0001645375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008061996,"about_ca_system_score_gemma":0.001195131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00755061,"about_ca_topic_score_gemma":0.01527844,"domain_scores_codex":[0.9991491,0.0004595524,0.00004265218,0.00009576574,0.0000987774,0.000154151],"domain_scores_gemma":[0.9990375,0.000260379,0.000238537,0.0001036303,0.00007048687,0.000289518],"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":[0.7186561,0.00427517,0.1788403,0.002342407,0.01117306,0.0002478449,0.0003355491,0.002451467,0.004012894,0.002403639,0.007413911,0.06784763],"study_design_scores_gemma":[0.1759734,0.03000169,0.76092,0.001046301,0.01654406,0.0002664787,0.0006132128,0.00425131,0.0008316718,0.00417337,0.005186337,0.0001921099],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859738,0.009360337,0.000126814,0.001287859,0.0001976062,0.00009297517,0.0005616958,0.00001372412,0.002385182],"genre_scores_gemma":[0.9960762,0.001685005,0.000272348,0.0004732182,0.0001674511,0.00009338582,0.0004954959,0.000006133448,0.0007306926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00755061,"threshold_uncertainty_score":0.01501328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00831847710059111,"score_gpt":0.2816237687937514,"score_spread":0.2733052916931603,"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."}}