{"id":"W2802059009","doi":"10.1007/s00125-018-4619-x","title":"Circulating amino acids and the risk of macrovascular, microvascular and mortality outcomes in individuals with type 2 diabetes: results from the ADVANCE trial","year":2018,"lang":"en","type":"article","venue":"Diabetologia","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University","funders":"National Health and Medical Research Council; Servier; Academy of Finland; Novo Nordisk Fonden; Medical Research Council; Novo Nordisk; Engineering and Physical Sciences Research Council; Chest Heart and Stroke Scotland; University of Glasgow","keywords":"Medicine; Type 2 diabetes; Diabetes mellitus; Human physiology; Internal medicine; Macrovascular disease; Cardiology; Endocrinology","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":[0.005311504,0.001094584,0.001830997,0.00024205,0.0002646284,0.001183961,0.0007366556,0.001099949,0.001818657],"category_scores_gemma":[0.003606587,0.0004321511,0.002935154,0.0004591356,0.0004420853,0.0007126314,0.0007758652,0.001294738,0.0002239758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002810471,"about_ca_system_score_gemma":0.0003246924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000884874,"about_ca_topic_score_gemma":0.00141718,"domain_scores_codex":[0.9982774,0.001007577,0.00009302625,0.0003575664,0.0001625498,0.0001017943],"domain_scores_gemma":[0.9968665,0.001106534,0.0009507821,0.0005454337,0.0001744161,0.0003562912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6778685,0.001562735,0.2801326,0.001184938,0.01978984,0.0002097588,0.0001266302,0.001809473,0.002340931,0.0002780707,0.001180998,0.01351543],"study_design_scores_gemma":[0.1330974,0.056233,0.747691,0.0003378112,0.04919503,0.0006576496,0.0001899854,0.005611022,0.002077994,0.001085958,0.003695559,0.0001276508],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947575,0.003049292,0.000343787,0.0001422727,0.00005891972,0.00009132385,0.001078448,0.00001292284,0.0004655414],"genre_scores_gemma":[0.9947103,0.0009505083,0.0007106128,0.0001671198,0.0002047294,0.000144515,0.002502076,0.000008910807,0.0006012435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005311504,"threshold_uncertainty_score":0.02809024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01015772089081786,"score_gpt":0.247764414811581,"score_spread":0.2376066939207632,"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."}}