{"id":"W2951824953","doi":"10.1093/cdn/nzz039.or33-02-19","title":"Trans Fatty Acid Biomarkers and Incident Type 2 Diabetes: Pooled Analysis from 10 Prospective Cohort Studies in the Fatty Acids and Outcome Research Consortium (FORCE) (OR33-02-19)","year":2019,"lang":"en","type":"article","venue":"Current Developments in Nutrition","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Prospective cohort study; Medicine; Type 2 diabetes; Odds ratio; Fatty acid; Internal medicine; Diabetes mellitus; Cohort; Phospholipid; Chemistry; Endocrinology; 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":[0.01997636,0.002968654,0.007585324,0.006180369,0.00048437,0.00216206,0.001234446,0.001490616,0.00176813],"category_scores_gemma":[0.02358322,0.00144773,0.02771829,0.009619119,0.00025328,0.0007111223,0.002211095,0.001196223,0.0002655696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007992305,"about_ca_system_score_gemma":0.001967389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01281726,"about_ca_topic_score_gemma":0.01741152,"domain_scores_codex":[0.9876517,0.006419286,0.002540949,0.001951258,0.0009713825,0.0004653584],"domain_scores_gemma":[0.990793,0.004091521,0.0018069,0.001748213,0.001314533,0.0002456941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.008093455,0.00005210708,0.06701408,0.01045958,0.9048505,0.0001393269,0.00007352846,0.0009463286,0.0007586666,0.00007654439,0.001042966,0.00649303],"study_design_scores_gemma":[0.002132568,0.000423288,0.05790286,0.000700056,0.9359375,0.0001188669,0.00005117588,0.0004110193,0.0002647058,0.000125369,0.001897459,0.00003523361],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3738061,0.5358128,0.02448988,0.0006466029,0.0009497462,0.003025397,0.05870648,0.0007454125,0.001817631],"genre_scores_gemma":[0.8815107,0.06540306,0.01868933,0.0007773115,0.0003785388,0.004821429,0.02712668,0.0002158537,0.001077139],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01997636,"threshold_uncertainty_score":0.1056464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0956472987338314,"score_gpt":0.4146864433798634,"score_spread":0.319039144646032,"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."}}