{"id":"W4303986501","doi":"10.1002/mnfr.202200145","title":"Plasma Metabolite Profiles Associated with the Amount and Source of Meat and Fish Consumption and the Risk of Type 2 Diabetes","year":2022,"lang":"en","type":"article","venue":"Molecular Nutrition & Food Research","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of Toronto; St. Michael's Hospital","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Instituto de Salud Carlos III; Canadian Institutes of Health Research; Generalitat Valenciana; National Heart, Lung, and Blood Institute; Ministerio de Ciencia, Innovación y Universidades; Centro Nacional de Investigaciones Cardiovasculares; Ministerio de Ciencia e Innovación; European Regional Development Fund; National Institutes of Health; Ministerio de Economía y Competitividad; Institució Catalana de Recerca i Estudis Avançats","keywords":"Metabolite; Type 2 diabetes; Hazard ratio; Population; Metabolomics; Internal medicine; Fish <Actinopterygii>; Proportional hazards model; Medicine; Diabetes mellitus; Food science; Chemistry; Biology; Confidence interval; Endocrinology; Environmental health; Bioinformatics; Fishery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001154136,0.00008589066,0.0001869713,0.00007351303,0.0003166328,0.00002294525,0.00009767641,0.00004026881,0.000004395015],"category_scores_gemma":[0.000288949,0.0000522939,0.00003376035,0.0002073926,0.0007201433,0.000002833254,0.0003110765,0.0001903711,4.989291e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005297538,"about_ca_system_score_gemma":0.00001916893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002123238,"about_ca_topic_score_gemma":0.0000271735,"domain_scores_codex":[0.9984731,0.0007286801,0.0001272788,0.0002053868,0.0002969761,0.000168568],"domain_scores_gemma":[0.9993485,0.0001472564,0.00009945948,0.0001706343,0.0002053381,0.00002877696],"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":[0.001140637,0.0002460725,0.02447945,0.0002050778,0.001369582,0.000001410569,0.0003663655,0.00002582648,0.9652718,0.005152208,0.0007217519,0.00101979],"study_design_scores_gemma":[0.007289465,0.003404567,0.04047115,0.00004567642,0.0003555715,0.00001412478,0.001923135,0.0004965042,0.9276714,0.001563192,0.01650816,0.0002570369],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785662,0.02003568,0.00002304439,0.0007202789,0.00001125377,0.0004754036,0.0001207744,0.000002560851,0.00004484711],"genre_scores_gemma":[0.9932756,0.006407101,0.00006002093,0.00004010697,0.00001214153,0.0001014298,0.00004977181,0.00001084281,0.00004291993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03760041,"threshold_uncertainty_score":0.2653398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01806181547494787,"score_gpt":0.2597542138075674,"score_spread":0.2416923983326195,"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."}}