{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008094042,0.00009623741,0.0005886143,0.0001945286,0.00004624284,0.000002823146,0.0001582178,0.0000398583,0.00002466944],"category_scores_gemma":[0.003238054,0.00005771696,0.00003521158,0.001684192,0.0003451789,0.00004170787,0.00004772525,0.0001710649,9.418601e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005893255,"about_ca_system_score_gemma":0.00005176237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001293907,"about_ca_topic_score_gemma":0.0002811665,"domain_scores_codex":[0.9985939,0.0002124931,0.0003193613,0.0001961395,0.00044768,0.0002304379],"domain_scores_gemma":[0.9988039,0.0005808435,0.0001093102,0.0001725422,0.0002370421,0.0000964029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002583624,0.00007969977,0.910574,0.0004107581,0.001037729,0.00001028076,0.02805895,0.00001355018,0.05886245,0.00001777608,0.00004187526,0.0006346196],"study_design_scores_gemma":[0.0006913187,0.001416042,0.9426563,0.0002698917,0.001273439,8.102951e-7,0.006743713,0.003712888,0.0430535,0.000113346,0.000006086401,0.00006267539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850352,0.005487502,0.00002226662,0.008928444,0.00002443009,0.0004140659,0.000007879879,0.00001031943,0.00006993263],"genre_scores_gemma":[0.9979761,0.0007571336,0.000199944,0.0009620119,0.00006643614,0.00002487046,0.000005197754,0.00000698491,0.000001380748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03208234,"threshold_uncertainty_score":0.3876487,"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."}}