{"id":"W3034949755","doi":"10.1371/journal.pmed.1003102","title":"Fatty acids in the de novo lipogenesis pathway and incidence of type 2 diabetes: A pooled analysis of prospective cohort studies","year":2020,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Cancer Institute; Wageningen University and Research; Medical Research Council; Hjartavernd; National Institute on Aging; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; National Taiwan University; National Science Council; National Institute of Diabetes and Digestive and Kidney Diseases; Women's Health Initiative; ZonMw; National Taiwan University Hospital; Fondation pour la Recherche Médicale; National Institute of Neurological Disorders and Stroke; National Institute for Health and Care Research; European Commission; National Center for Advancing Translational Sciences; Agence Nationale de la Recherche; National Institutes of Health; U.S. Department of Health and Human Services; Office of Dietary Supplements; National Heart, Lung, and Blood Institute; Vetenskapsrådet","keywords":"Medicine; Type 2 diabetes; Cohort; Internal medicine; Lipogenesis; Diabetes mellitus; Cohort study; Dyslipidemia; Prospective cohort study; Incidence (geometry); Endocrinology; Demography; Adipose tissue","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":[0.01776644,0.001739015,0.004980807,0.005046877,0.000480553,0.002111025,0.001125897,0.001001515,0.001061729],"category_scores_gemma":[0.02165774,0.00117884,0.02140262,0.007353128,0.0003864523,0.0007241271,0.001474066,0.0008332955,0.0001363723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006534368,"about_ca_system_score_gemma":0.001069525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007513777,"about_ca_topic_score_gemma":0.00823618,"domain_scores_codex":[0.9893867,0.005006699,0.00238658,0.002084232,0.0008237362,0.0003120414],"domain_scores_gemma":[0.9828944,0.007984352,0.004326185,0.002922874,0.001561985,0.0003102813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.004469858,0.00002957367,0.3615723,0.005525369,0.6191899,0.0001458108,0.00006888589,0.001428563,0.0005023553,0.00008969045,0.0005627226,0.006415209],"study_design_scores_gemma":[0.0006845321,0.0004039117,0.2475903,0.000931723,0.7468646,0.0002526822,0.0001047678,0.001221181,0.0003328103,0.0002415094,0.001325381,0.00004643219],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5358114,0.438487,0.01047807,0.0003836757,0.000414976,0.0004330845,0.01272133,0.0002513001,0.001019167],"genre_scores_gemma":[0.9548493,0.03600661,0.003784042,0.0002215042,0.0001578492,0.0004181434,0.004292905,0.00005003001,0.0002196282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01776644,"threshold_uncertainty_score":0.09395897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05109809848558309,"score_gpt":0.3371144293100287,"score_spread":0.2860163308244456,"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."}}