{"id":"W2519039612","doi":"10.2337/db16-0470","title":"Peripheral Blood Transcriptomic Signatures of Fasting Glucose and Insulin Concentrations","year":2016,"lang":"en","type":"article","venue":"Diabetes","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"National Institute on Minority Health and Health Disparities; National Institute on Aging; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Erasmus+; Medical Research Council; Erasmus Universitair Medisch Centrum Rotterdam; National Institutes of Health; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Erasmus Medisch Centrum; European Commission","keywords":"Expression quantitative trait loci; Insulin; Biology; Internal medicine; Genome-wide association study; Endocrinology; Quantitative trait locus; Framingham Heart Study; Glucose homeostasis; Transcriptome; Diabetes mellitus; Type 2 diabetes; Genotype; Single-nucleotide polymorphism; Genetics; Insulin resistance; Framingham Risk Score; Medicine; Gene expression; Gene","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":[],"consensus_categories":[],"category_scores_codex":[0.0001037936,0.00006844579,0.0001113218,0.00001362653,0.00003947383,0.000003966269,0.00005362158,0.00009314994,0.00001694296],"category_scores_gemma":[0.0001888579,0.00004992135,0.00003784677,0.00002563413,0.00008764766,0.000002034062,0.00001817216,0.00002538907,6.303057e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000289128,"about_ca_system_score_gemma":0.00002235331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000385661,"about_ca_topic_score_gemma":0.000008317648,"domain_scores_codex":[0.9994755,0.00005123956,0.0001477818,0.0001439598,0.00003128411,0.0001502631],"domain_scores_gemma":[0.9997292,0.00004221073,0.00006034979,0.00009096319,0.00004250532,0.00003473722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000003054481,0.00001878654,0.1476474,0.000004909306,0.00004001895,6.211516e-8,0.00003324244,0.000009007827,0.8473709,0.00009934266,0.0001090797,0.004664292],"study_design_scores_gemma":[0.0008868138,0.0002197477,0.2357688,0.0000196029,0.00003972569,5.957694e-7,0.00004885835,0.0000937707,0.7610551,0.0003418302,0.001393993,0.0001311805],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951515,0.003828473,0.0004228653,0.0003071984,0.00004759189,0.00006036859,0.00004187425,0.000005074834,0.0001350963],"genre_scores_gemma":[0.9984597,0.0003927055,0.0008566779,0.0001238126,0.0000632115,0.000009028538,0.00002001555,0.00000659436,0.00006824856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08812141,"threshold_uncertainty_score":0.2035734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007216005406669498,"score_gpt":0.2222785740495993,"score_spread":0.2150625686429298,"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."}}