{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001562731,0.0005023103,0.0002710468,0.0004096649,0.000128145,0.0003347567,0.000170678,0.0003585026,0.001167213],"category_scores_gemma":[0.0002036274,0.0001327859,0.0001624288,0.0002616325,0.0002852831,0.0001535173,0.0002278299,0.0004885233,0.0002513842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001909273,"about_ca_system_score_gemma":0.0001310619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000237537,"about_ca_topic_score_gemma":0.0003313266,"domain_scores_codex":[0.9998145,0.00003087884,0.00001906173,0.00005857332,0.00004891716,0.00002815725],"domain_scores_gemma":[0.9995893,0.00002997255,0.0002340369,0.00002504792,0.00003286642,0.00008885121],"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":[0.0005220574,0.00002931443,0.01176548,0.00003693649,0.00002565589,0.0002198964,0.00001335308,0.00002386747,0.9856808,0.00003485433,0.0000341144,0.00161362],"study_design_scores_gemma":[0.00007309645,0.001909211,0.4737706,0.00003406333,0.0002259449,0.006061418,0.0001058881,0.0009441166,0.5136759,0.00034802,0.00283048,0.00002123395],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947006,0.001694175,0.002437839,0.00006655849,0.00001684889,0.00001473993,0.0004702254,0.00007596392,0.0005229956],"genre_scores_gemma":[0.9974483,0.000645103,0.0008719646,0.00004678245,0.00001254251,0.00001718583,0.0004854618,0.00001326995,0.0004594508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001167213,"threshold_uncertainty_score":0.0039047,"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."}}