{"id":"W4281761574","doi":"10.1016/j.jchf.2022.05.004","title":"Prognostic Implications of N-Terminal Pro–B-Type Natriuretic Peptide and High-Sensitivity Cardiac Troponin T in EMPEROR-Preserved","year":2022,"lang":"en","type":"article","venue":"JACC Heart Failure","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Janssen Pharmaceuticals; Servier; Amarin Corporation; Novo Nordisk; Harvard Medical School; Massachusetts General Hospital; Novartis; Bayer; Abbott Diagnostics; Eli Lilly and Company; AstraZeneca; Vifor Pharma; Pfizer; Boehringer Ingelheim; Amgen; AbbVie; Sanofi; Abbott Laboratories","keywords":"Empagliflozin; Medicine; Internal medicine; Natriuretic peptide; Cardiology; Heart failure; Ejection fraction; Quartile; Troponin T; Renal function; Biomarker; Troponin complex; Troponin; Myocardial infarction; Diabetes mellitus; Type 2 diabetes; Endocrinology","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":[0.00237127,0.0002865329,0.0004497392,0.0004136628,0.0001876607,0.0005394218,0.0003253747,0.0004479422,0.0008649642],"category_scores_gemma":[0.003828879,0.0001795627,0.0004693046,0.0003346682,0.0003085851,0.00040384,0.0003655794,0.0006251354,0.0001036208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001801106,"about_ca_system_score_gemma":0.0001781935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000463815,"about_ca_topic_score_gemma":0.0007943193,"domain_scores_codex":[0.9994647,0.0002181183,0.00006387721,0.0001031646,0.0000838812,0.00006627872],"domain_scores_gemma":[0.9974229,0.000872858,0.0009289757,0.0001807026,0.0001768418,0.0004177103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007463565,0.0001426705,0.9856409,0.00002556551,0.0001832609,0.0001516812,0.00003644124,0.0001540954,0.0006269639,0.00002103176,0.0001232657,0.005430571],"study_design_scores_gemma":[0.0004483606,0.0009722425,0.9963216,0.00001510952,0.0002096016,0.0004371211,0.00005666294,0.0009143373,0.000328923,0.0001234079,0.0001648876,0.000007826538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999051,0.0005064465,0.00007857892,0.00006954812,0.000006241668,0.000005330433,0.00008762343,0.000001230344,0.0001940168],"genre_scores_gemma":[0.9996259,0.00006131709,0.00008539642,0.00004090524,0.00002016777,0.000004808524,0.0001117427,6.828443e-7,0.00004907145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00237127,"threshold_uncertainty_score":0.01254058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01397244684079481,"score_gpt":0.2602131073134179,"score_spread":0.2462406604726231,"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."}}