{"id":"W2163977553","doi":"10.1177/108925320500900212","title":"Myocardial Metabolism and Improved OutcomesAfter High Risk Heart Surgery","year":2005,"lang":"en","type":"review","venue":"Seminars in Cardiothoracic and Vascular Anesthesia","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Coenzyme Q10; Medicine; Carnitine; Pyruvate dehydrogenase complex; Beta oxidation; Glycolysis; Lipid oxidation; Carbohydrate metabolism; Oxidative phosphorylation; Taurine; Biochemistry; Metabolism; Internal medicine; Chemistry; Antioxidant; Amino acid; Enzyme","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":[0.001610791,0.0007926305,0.002816694,0.0002730202,0.0001121292,0.00009208031,0.0002252608,0.0008688245,0.00001120329],"category_scores_gemma":[0.0001242791,0.0006902093,0.001285399,0.0002330871,0.0001887942,0.00001099437,0.0001644055,0.0004087145,0.000009209544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001052714,"about_ca_system_score_gemma":0.0001943059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008802519,"about_ca_topic_score_gemma":0.0000114154,"domain_scores_codex":[0.9963974,0.0008343284,0.0007501791,0.0011571,0.0002717449,0.0005892083],"domain_scores_gemma":[0.998445,0.0001018266,0.0002438795,0.0009324616,0.00004503502,0.000231769],"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":[0.00002165452,0.00002967414,0.001676325,0.001199826,0.0005067831,0.00002236512,0.00003609507,0.00000273467,0.000004899162,0.000009155347,0.001006373,0.9954841],"study_design_scores_gemma":[0.0003106464,0.00002931807,0.003777435,0.0007012938,0.001649169,0.0003618729,0.0000301445,0.000003000259,0.000007551005,0.00001287746,0.9923362,0.0007805239],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01028991,0.9885703,0.00007790705,0.00003864243,0.0002086384,0.0007056706,0.00003925481,0.00001820948,0.00005147051],"genre_scores_gemma":[0.0007008468,0.9964122,0.001209145,0.0001969262,0.0007327097,0.000165882,0.0002323101,0.0001280689,0.0002219171],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9947036,"threshold_uncertainty_score":0.9995549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01140865293619371,"score_gpt":0.2805713778796964,"score_spread":0.2691627249435027,"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."}}