{"id":"W2896906720","doi":"10.1371/journal.pmed.1002670","title":"Fatty acid biomarkers of dairy fat consumption and incidence of type 2 diabetes: A pooled analysis of prospective cohort studies","year":2018,"lang":"en","type":"review","venue":"PLoS Medicine","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":232,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Neurological Disorders and Stroke; National Heart, Lung, and Blood Institute; Cancer Council Victoria; National Center for Advancing Translational Sciences; Medical Research Council; Hjartavernd; Mutuelle Générale de l'Education Nationale; Fondation Plan Alzheimer; National Taiwan University; Academy of Finland; Akademiska Sjukhuset; National Science Council; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Ministry of Science and Technology, Taiwan; Wageningen University and Research; Fondation pour la Recherche Médicale; National Health and Medical Research Council; National Taiwan University Hospital; ZonMw; VicHealth; Fondation de France; National Institute on Aging; National Institute for Health and Care Research; National Institutes of Health; National Cancer Institute; Office of Dietary Supplements; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research; Fondation Sanofi Espoir; European Commission; National Center for Research Resources; Agence Nationale de la Recherche","keywords":"Medicine; Prospective cohort study; Type 2 diabetes; Incidence (geometry); Adipose tissue; Diabetes mellitus; Palmitoleic acid; Internal medicine; Endocrinology; Physiology; Fatty acid; Biology; Palmitic acid; Biochemistry","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":[0.02468457,0.002544506,0.007694344,0.007063484,0.0004254822,0.002488537,0.00135482,0.00136633,0.001241054],"category_scores_gemma":[0.02857848,0.00148564,0.03504808,0.007458412,0.000436885,0.0008360405,0.001693666,0.0009769134,0.0001962015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008753414,"about_ca_system_score_gemma":0.00136861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004944449,"about_ca_topic_score_gemma":0.005931072,"domain_scores_codex":[0.9851788,0.008009613,0.003312523,0.002149107,0.0009837229,0.0003662118],"domain_scores_gemma":[0.9806988,0.009987469,0.004074984,0.003319892,0.001655319,0.0002636474],"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":[0.003288511,0.00003040869,0.08634431,0.008046682,0.894614,0.0001074695,0.00003950654,0.001253177,0.0004096483,0.00007054795,0.0003325814,0.005463171],"study_design_scores_gemma":[0.0005872404,0.0003313152,0.05770373,0.0009960191,0.9377885,0.0001561153,0.00004341815,0.0009240328,0.0002456217,0.000211432,0.0009817665,0.00003077437],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2350544,0.7371747,0.01630571,0.0005157995,0.0006046475,0.0005981051,0.008604463,0.0003205346,0.0008215786],"genre_scores_gemma":[0.901581,0.08223519,0.009216067,0.0004397985,0.0003201513,0.0009340461,0.004852468,0.00009242278,0.0003288267],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02468457,"threshold_uncertainty_score":0.1305461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09636197544481702,"score_gpt":0.4082378290531024,"score_spread":0.3118758536082854,"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."}}