{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003204676,0.0001368139,0.0003753334,0.0001701978,0.00009700635,0.00001339215,0.00005066453,0.00004178716,0.0001013715],"category_scores_gemma":[0.0001109508,0.0001289556,0.00007603193,0.0003717848,0.00006063114,0.00006703302,0.0001872396,0.0002043947,0.000008186918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009743982,"about_ca_system_score_gemma":0.00009091802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001897516,"about_ca_topic_score_gemma":0.00009577002,"domain_scores_codex":[0.9988341,0.0001639768,0.0002266731,0.0002896418,0.0002333711,0.0002521785],"domain_scores_gemma":[0.9993378,0.0001225749,0.00005589228,0.0003268696,0.00006660545,0.00009025491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001256975,0.0004455931,0.9688311,0.0002156254,0.0001149238,0.00007252649,0.0002959665,0.00002147167,0.01307664,0.0007033934,0.0151559,0.0009411123],"study_design_scores_gemma":[0.001190934,0.0007398032,0.9750435,0.00005232753,0.0002099841,0.00002542622,0.000323035,0.0000968856,0.0006021623,0.0001456621,0.02144668,0.0001235899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876823,0.0002180124,0.000002911388,0.01045607,0.00006820307,0.001253851,0.00003391369,0.00003907074,0.0002456554],"genre_scores_gemma":[0.99745,0.00001094309,0.001359986,0.0001535904,0.0000450635,0.0002317429,0.0001049995,0.0000191472,0.0006245421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01247448,"threshold_uncertainty_score":0.5258658,"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."}}