{"id":"W4284974999","doi":"10.1007/s00726-022-03181-1","title":"Large-scale analysis of circulating glutamate and adipose gene expression in relation to abdominal obesity","year":2022,"lang":"en","type":"article","venue":"Amino Acids","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University and Génome Québec Innovation Centre; Université Laval","funders":"Canadian Institutes of Health Research; Diabète Québec","keywords":"Adipose tissue; Transcriptome; Glutamate receptor; Abdominal obesity; Obesity; Internal medicine; Medicine; Endocrinology; Cohort; Physiology; Biology; Bioinformatics; Gene expression; Gene; Metabolic syndrome; Biochemistry; Receptor","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001777912,0.0001823751,0.0003206747,0.0003121581,0.0002629383,0.0003346277,0.0001248885,0.0002019776,0.0005009994],"category_scores_gemma":[0.0003427321,0.0001592149,0.0002074698,0.0003933552,0.0002509149,0.0001213313,0.0002324114,0.0004801356,0.0001386566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001401807,"about_ca_system_score_gemma":0.000156823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001329846,"about_ca_topic_score_gemma":0.002776357,"domain_scores_codex":[0.999894,0.00002154575,0.000004614256,0.00004387359,0.00001960443,0.00001638913],"domain_scores_gemma":[0.9998152,0.00006860149,0.00003485126,0.00002709827,0.00001883593,0.00003554806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005945222,0.0001794193,0.08691783,0.0000446411,0.0001448,0.0002075506,0.0001556457,0.000320764,0.8990042,0.00008915758,0.0001344903,0.006856196],"study_design_scores_gemma":[0.00005386901,0.0006038364,0.9500448,0.000004182708,0.0001066859,0.0005161841,0.0001966082,0.001123556,0.04659967,0.0001363334,0.0006008531,0.00001341713],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979581,0.0002484267,0.001157337,0.00002905796,0.000007025539,0.00001143479,0.0003904083,0.00001061696,0.0001875623],"genre_scores_gemma":[0.99639,0.0001568393,0.001604347,0.00007836342,0.00001293614,0.00004152351,0.0007146941,0.00001385385,0.0009873728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001329846,"threshold_uncertainty_score":0.002644181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007364432171132474,"score_gpt":0.2391012880925509,"score_spread":0.2317368559214184,"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."}}