{"id":"W4390055443","doi":"10.1002/ejhf.3114","title":"Independent Prognostic Importance of Blood Urea Nitrogen to Creatinine Ratio in Heart Failure","year":2023,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"British Heart Foundation","keywords":"Medicine; Creatinine; Blood urea nitrogen; Heart failure; Internal medicine; Cardiology; Urea nitrogen","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":[0.001916175,0.0004724942,0.0006035454,0.0006965901,0.000210986,0.0006824541,0.0004253413,0.0006001825,0.001084508],"category_scores_gemma":[0.005945805,0.0001573006,0.0005409791,0.0006719774,0.0003580173,0.0005570538,0.0005005259,0.0007994609,0.0002282915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001865241,"about_ca_system_score_gemma":0.0003521246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005190082,"about_ca_topic_score_gemma":0.0006337491,"domain_scores_codex":[0.9991084,0.0003217517,0.0001272539,0.0001688422,0.0001778815,0.00009589911],"domain_scores_gemma":[0.9947324,0.002017723,0.001976343,0.0002930559,0.0003611612,0.0006192579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006990039,0.00002900573,0.9969435,0.00001982552,0.0001200379,0.00004688363,0.000008607456,0.00008161061,0.0002069613,0.000009973252,0.00005202349,0.001782556],"study_design_scores_gemma":[0.00002535732,0.0002024545,0.9983879,0.000008990753,0.0001150328,0.0002970697,0.0000204156,0.0006178385,0.0001381456,0.00005633821,0.0001239233,0.000006540968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961997,0.002260196,0.0003034161,0.00008171648,0.00002480446,0.00001295095,0.0004960052,0.00001515148,0.0006060078],"genre_scores_gemma":[0.9991558,0.0001577208,0.0001776725,0.00001931265,0.00003252742,0.000008253211,0.0003852479,0.00000351687,0.00006000319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001916175,"threshold_uncertainty_score":0.0101338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01619517244384075,"score_gpt":0.2617421863175157,"score_spread":0.245547013873675,"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."}}