{"id":"W2867669447","doi":"10.1097/hco.0000000000000552","title":"Altered branched chain amino acid metabolism","year":2018,"lang":"en","type":"review","venue":"Current Opinion in Cardiology","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Heart and Stroke Foundation; St. Michael's Hospital; University of Toronto","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute","keywords":"Mendelian randomization; Medicine; Insulin resistance; Type 2 diabetes; Disease; Bioinformatics; Population; Diabetes mellitus; Internal medicine; Endocrinology; Environmental health; Genetics; Biology; Genetic variants","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":[0.0006131101,0.000668539,0.002618551,0.0003587378,0.00007740428,0.00002194486,0.0005882714,0.0006775102,0.00002230475],"category_scores_gemma":[0.0002490047,0.0005696548,0.0009202317,0.0003263054,0.0002487935,0.00000323537,0.0005660185,0.0004756253,0.00007953323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004908016,"about_ca_system_score_gemma":0.0002001317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002837345,"about_ca_topic_score_gemma":0.00000220168,"domain_scores_codex":[0.9965618,0.0006265602,0.000866806,0.001139191,0.0001485309,0.0006570849],"domain_scores_gemma":[0.9984564,0.00004131799,0.0004042204,0.0008893565,0.00009595766,0.0001127169],"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":[0.00005096464,0.0001047434,0.00009614009,0.009523818,0.001344475,0.000002666451,0.00003775495,0.000001513416,0.0002846244,0.001378912,0.06946839,0.917706],"study_design_scores_gemma":[0.0004625563,0.0001042526,0.00008938267,0.0008158126,0.0001767746,0.00005516976,0.000006581552,8.440939e-7,0.00003393744,0.00009364733,0.9976233,0.0005377412],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002849014,0.9772059,0.0006041827,0.00001936572,0.02071089,0.0006916034,0.0002243405,0.00001885626,0.0004963253],"genre_scores_gemma":[0.00008295631,0.9876763,0.0001322909,0.00001672529,0.009910835,0.0003715877,0.001660905,0.00006857173,0.00007985581],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9281549,"threshold_uncertainty_score":0.9996755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08479726606305733,"score_gpt":0.3804427186857845,"score_spread":0.2956454526227272,"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."}}