{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029442,0.0002666444,0.0006063881,0.001088279,0.0003085717,0.0001245309,0.000268499,0.0001445286,0.00004997032],"category_scores_gemma":[0.0005814816,0.0002127807,0.00006208736,0.002059545,0.0004196444,0.0003006315,0.0001375015,0.0007436841,0.00002240421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008296035,"about_ca_system_score_gemma":0.0001083424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001534145,"about_ca_topic_score_gemma":0.0007442188,"domain_scores_codex":[0.9960379,0.0008472512,0.0006950927,0.0007335153,0.0009131914,0.0007730502],"domain_scores_gemma":[0.9985086,0.0006083244,0.0001108927,0.0002980706,0.0003066155,0.0001674796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005927842,0.0003453649,0.9877829,0.0006379536,0.0004718606,0.00000746811,0.005155592,0.000001437789,0.00200818,0.00001438688,0.0003214837,0.002660611],"study_design_scores_gemma":[0.002871382,0.0001930591,0.9872026,0.0005366983,0.0001299584,0.000001098032,0.004332562,0.0001601846,0.003020646,0.0009901768,0.0003123733,0.0002492979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855074,0.01041005,0.00003087245,0.0008968034,0.0004629767,0.002515644,0.00006153162,0.0000273871,0.00008737353],"genre_scores_gemma":[0.9940086,0.004620651,0.0006243807,0.0001025473,0.00004202631,0.0003191712,0.0002537133,0.00001779908,0.00001112597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008501222,"threshold_uncertainty_score":0.8676947,"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."}}