{"id":"W4286635296","doi":"10.1016/j.jchf.2022.04.015","title":"Sequential Evaluation of NT-proBNP in Heart Failure","year":2022,"lang":"en","type":"article","venue":"JACC Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"Roche Diagnostics; Merck Sharp and Dohme; Servier; MyoKardia; Boston Scientific Corporation; Amgen; Boehringer Ingelheim; Medtronic; Novartis; Bayer; AstraZeneca; National Medical Research Council; Cytokinetics; American Regent; Sanofi; Merck; Vifor Pharma; Bristol-Myers Squibb Foundation","keywords":"Medicine; Internal medicine; Heart failure; Natriuretic peptide; Odds ratio; Randomization; Placebo; Cardiology; Gastroenterology; Clinical trial","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":[0.001157829,0.0007478901,0.001505338,0.0008344722,0.000428728,0.0009431873,0.0003334621,0.0005972998,0.00108604],"category_scores_gemma":[0.002385536,0.0002370505,0.0003179374,0.0005499028,0.0002317697,0.0006702837,0.000443497,0.0009793404,0.0003728001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004065715,"about_ca_system_score_gemma":0.0007601778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002664168,"about_ca_topic_score_gemma":0.005011865,"domain_scores_codex":[0.9993258,0.0002075136,0.000113533,0.00007950755,0.0001993048,0.00007439555],"domain_scores_gemma":[0.9987069,0.0003634925,0.0001425969,0.00004004563,0.0003274487,0.0004194851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02167672,0.001338098,0.7752845,0.0003619478,0.0003677329,0.00587226,0.0003348771,0.001991974,0.02023221,0.000438209,0.005621864,0.1664797],"study_design_scores_gemma":[0.001082814,0.009318488,0.9472919,0.0003832906,0.0005560724,0.00896133,0.0007559267,0.01367938,0.009057393,0.001935828,0.006871271,0.0001063268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674472,0.01010223,0.005403482,0.001347432,0.0005116472,0.0003003869,0.000557021,0.0001752813,0.01415533],"genre_scores_gemma":[0.9911733,0.00205271,0.004337376,0.0004957251,0.0003882202,0.0001218348,0.0003775448,0.00002583357,0.001027413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002664168,"threshold_uncertainty_score":0.006123304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03765822706538563,"score_gpt":0.3163915223184215,"score_spread":0.2787332952530359,"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."}}