{"id":"W2793948874","doi":"10.1016/j.jacc.2018.01.021","title":"N-Terminal Pro–B-Type Natriuretic Peptide in the Emergency Department","year":2018,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":229,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"Sphingotec GmbH; Singulex; Pfizer; Amgen","keywords":"Medicine; Natriuretic peptide; Emergency department; Internal medicine; Confidence interval; Receiver operating characteristic; Cutoff; Predictive value; Likelihood ratios in diagnostic testing; Cardiology; Heart failure; Area under the curve; Predictive value of tests; Positive predicative value; Gastroenterology","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":[0.002499679,0.0003091166,0.0003029494,0.0005353114,0.000266744,0.0006697206,0.0004973171,0.0006602464,0.001640837],"category_scores_gemma":[0.008605864,0.0001460386,0.0001769154,0.0003762295,0.000408119,0.0004782626,0.0005491028,0.0008702202,0.000351719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003763793,"about_ca_system_score_gemma":0.0008788904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0012632,"about_ca_topic_score_gemma":0.002256685,"domain_scores_codex":[0.9982835,0.0009787475,0.0001524936,0.0001554719,0.0002778748,0.0001519749],"domain_scores_gemma":[0.9920318,0.003126339,0.002553501,0.0001847197,0.001054936,0.001048701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002043846,0.00009559027,0.9894958,0.00006848848,0.00002643918,0.0002130052,0.00004444478,0.0001800246,0.0002413003,0.00003761451,0.0008122197,0.008580612],"study_design_scores_gemma":[0.00004586671,0.000415392,0.9920174,0.0001848316,0.00004645015,0.002637795,0.0003545547,0.002019734,0.0004022358,0.0003751829,0.001488579,0.00001202354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882604,0.00455757,0.0006636716,0.002940939,0.0001199525,0.00004098883,0.0002600014,0.0000137179,0.003142812],"genre_scores_gemma":[0.9977561,0.0008830932,0.0004651276,0.0004085258,0.0001985679,0.00001487843,0.0001442793,0.00000175828,0.000127801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002499679,"threshold_uncertainty_score":0.01321977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01815488826363394,"score_gpt":0.3018362635794518,"score_spread":0.2836813753158179,"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."}}