{"id":"W2309231815","doi":"10.2337/dc15-2284","title":"Branched-Chain Amino Acids and Insulin Metabolism: The Insulin Resistance Atherosclerosis Study (IRAS)","year":2016,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":171,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute","keywords":"Internal medicine; Medicine; Insulin resistance; Endocrinology; Diabetes mellitus; Insulin; Valine; Odds ratio; Confounding; Amino acid; Biology; Biochemistry","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":[0.001105904,0.0006408246,0.0004999261,0.000436914,0.0003736154,0.0005767884,0.0003172077,0.0004834717,0.001064687],"category_scores_gemma":[0.001188974,0.0003234834,0.0004757029,0.000967327,0.0001778954,0.0002547877,0.0004535809,0.000846154,0.0002917108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001527536,"about_ca_system_score_gemma":0.0002592682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002542835,"about_ca_topic_score_gemma":0.002758635,"domain_scores_codex":[0.9995894,0.0001598307,0.00003821071,0.00009787962,0.00007275121,0.00004185164],"domain_scores_gemma":[0.999305,0.00007169224,0.0003025018,0.00007220948,0.0001066826,0.0001418234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000707043,0.00009451139,0.9954398,0.00003873827,0.0005500198,0.00005631324,0.00005114534,0.00005164474,0.0007345338,0.00003149615,0.0002698687,0.001974998],"study_design_scores_gemma":[0.00006138892,0.0002102476,0.9986431,0.00001536284,0.0002279664,0.0001952036,0.00004096273,0.0001641622,0.00009377928,0.00002847128,0.0003162505,0.000003040948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957036,0.001789948,0.0002761671,0.0001700173,0.00003170469,0.0000356161,0.001248188,0.00001237032,0.0007323821],"genre_scores_gemma":[0.9968477,0.0006068088,0.0005721251,0.00006571077,0.00006296759,0.00004789444,0.001249729,0.000004048556,0.0005430406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002542835,"threshold_uncertainty_score":0.005848646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008247912092928395,"score_gpt":0.2169609413665572,"score_spread":0.2087130292736288,"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."}}