{"id":"W3027695958","doi":"10.1016/j.cardfail.2020.04.005","title":"Myocardial Ketones Metabolism in Heart Failure","year":2020,"lang":"en","type":"review","venue":"Journal of Cardiac Failure","topic":"Diet and metabolism studies","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; University of Alberta","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada; Alberta Innovates - Health Solutions; Diabetes Canada; Natural Sciences and Engineering Research Council of Canada; Alberta Heritage Foundation for Medical Research; Beatrice Hunter Cancer Research Institute","keywords":"Ketone bodies; Medicine; Heart failure; Ketone; Cardioprotection; Homeostasis; Pharmacology; Metabolism; Internal medicine; Chemistry; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009136258,0.0007864367,0.009879836,0.0007682525,0.00005849325,0.00006852104,0.0003046405,0.0006024918,0.00005281156],"category_scores_gemma":[0.0005537573,0.0005434404,0.005295641,0.0009656256,0.0001124585,0.0002302567,0.0001649151,0.002206718,0.0001140533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001374205,"about_ca_system_score_gemma":0.001282027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005827921,"about_ca_topic_score_gemma":0.000003522629,"domain_scores_codex":[0.9957633,0.0004503394,0.001790797,0.0004107025,0.00104409,0.0005407814],"domain_scores_gemma":[0.9975052,0.0002115501,0.0009734835,0.0004169201,0.0004115593,0.0004812351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009736661,0.00009939464,0.0002200298,0.00841328,0.004405575,0.000480033,0.0004037664,5.44839e-7,0.00001664183,0.0001688678,0.3873089,0.5983856],"study_design_scores_gemma":[0.0007892027,0.0001210717,0.0006637565,0.008226456,0.009492262,0.0004084778,0.0002654287,6.133904e-8,0.000003122007,0.00002265813,0.9796014,0.0004061387],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002947859,0.9898444,0.000002212676,0.004869903,0.003385899,0.0007486955,0.00006572605,0.00002823416,0.001025483],"genre_scores_gemma":[0.00004803987,0.9884527,0.002282909,0.00026587,0.008577151,0.000032267,0.00002179943,0.0001209051,0.0001983654],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5979795,"threshold_uncertainty_score":0.9997017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02312344809608849,"score_gpt":0.308177222833703,"score_spread":0.2850537747376145,"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."}}