{"id":"W3168276956","doi":"10.1093/cvr/cvab207","title":"Chronically elevated branched chain amino acid levels are pro-arrhythmic","year":2021,"lang":"en","type":"article","venue":"Cardiovascular Research","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"Medical Research Council; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Hartstichting; National Alliance for Research on Schizophrenia and Depression; Bundesministerium für Bildung und Forschung; Deutsches Zentrum für Herz-Kreislaufforschung; Fondation Leducq; University of Oxford","keywords":"Internal medicine; Endocrinology; Sudden death; Repolarization; Medicine; Long QT syndrome; Sudden cardiac death; Pharmacology; QT interval","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00268083,0.0002940795,0.001171064,0.0002453088,0.0003549388,0.0000570421,0.0001934573,0.0004021683,0.0003509049],"category_scores_gemma":[0.001778885,0.0002718678,0.001737381,0.001384626,0.0004283627,0.0000929075,0.0002923111,0.001738278,0.0006551898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003685694,"about_ca_system_score_gemma":0.001230247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001903232,"about_ca_topic_score_gemma":0.000006763642,"domain_scores_codex":[0.9944279,0.001368789,0.0003818083,0.001042291,0.001526647,0.001252634],"domain_scores_gemma":[0.9960025,0.0001790039,0.00004626318,0.00197432,0.001419038,0.0003789027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008710161,0.0003590867,0.001057539,0.001017893,0.00987416,0.04679344,0.0003114784,0.0004347018,0.873247,0.001034033,0.005714403,0.0592852],"study_design_scores_gemma":[0.01074989,0.0008767928,0.1760058,0.0008007741,0.0008818756,0.01394415,0.0004683212,0.0004635942,0.6754352,0.000907495,0.1183658,0.001100223],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9550905,0.03674722,0.0006823743,0.002380779,0.0002530164,0.001232063,0.00002308703,0.0001825419,0.003408442],"genre_scores_gemma":[0.9926116,0.00101701,0.0002757623,0.0003346621,0.00154647,0.0002248255,0.00009749099,0.0000823731,0.003809816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1978118,"threshold_uncertainty_score":0.9999734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06962022508162038,"score_gpt":0.34198017019591,"score_spread":0.2723599451142896,"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."}}