{"id":"W3118638029","doi":"10.1002/ejhf.2094","title":"Cardiac myosin‐binding protein <scp>C</scp> in the diagnosis and risk stratification of acute heart failure","year":2021,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Guy's and St Thomas' NHS Foundation Trust; Medical Research Council; Medical Research Council Canada; Schweizerische Herzstiftung; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Institute for Health and Care Research; Alere; Universitätsspital Basel; Universität Basel; Singulex; Cardiovascular Research Foundation; European Commission; Guy's and St Thomas' Charity; British Heart Foundation; Roche; Abbott Laboratories; National Science Foundation","keywords":"Interquartile range; Medicine; Natriuretic peptide; Hazard ratio; Heart failure; Internal medicine; Troponin complex; Heart-type fatty acid binding protein; Confidence interval; Cardiology; Troponin T; Emergency department; Prospective cohort study; Troponin; Receiver operating characteristic; Risk stratification; Biomarker; Gastroenterology; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004406752,0.0007199953,0.0005739125,0.0008584473,0.000231328,0.0007420601,0.0004964609,0.0008485985,0.000574465],"category_scores_gemma":[0.00742087,0.000184245,0.0002312788,0.0005184233,0.0004035806,0.0002898285,0.00051353,0.0007091438,0.0002323915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003289777,"about_ca_system_score_gemma":0.0004367797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002079807,"about_ca_topic_score_gemma":0.001930371,"domain_scores_codex":[0.9986155,0.0007542593,0.00009242008,0.0002224586,0.0002274862,0.00008784178],"domain_scores_gemma":[0.9954857,0.00183761,0.001248217,0.0001749049,0.000510069,0.0007434985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002116115,0.00006886316,0.9838791,0.00006127013,0.0001611163,0.00007474684,0.00002899932,0.0003445139,0.0009400772,0.0000241148,0.0003759014,0.01192528],"study_design_scores_gemma":[0.0001501974,0.000591101,0.9943175,0.00003741631,0.000116014,0.0003741872,0.00003011596,0.003547774,0.0004417032,0.0001092834,0.0002711708,0.00001354147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926905,0.005595963,0.000575721,0.0002836173,0.00006115863,0.00003433156,0.000161215,0.00002019906,0.0005774174],"genre_scores_gemma":[0.9986523,0.0003805739,0.0005608094,0.00007333387,0.0001075313,0.0000122383,0.0001339743,0.000002174177,0.00007719723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004406752,"threshold_uncertainty_score":0.02330542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02268649227130053,"score_gpt":0.2881408087121701,"score_spread":0.2654543164408695,"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."}}