{"id":"W4409542212","doi":"10.1161/cir.151.suppl_1.p3055","title":"Abstract P3055: Longitudinal Associations of Dairy Derived Serum Fatty Acids with Early Type 2 Diabetes Mellitus Risk Phenotypes: Findings from the Prospective Metabolism and Islet cell Evaluation (PROMISE) Cohort","year":2025,"lang":"en","type":"article","venue":"Circulation","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Medicine; Diabetes mellitus; Prospective cohort study; Cohort; Internal medicine; Phenotype; Islet; Type 2 Diabetes Mellitus; Endocrinology; Cohort study; Type 2 diabetes; Physiology; Biochemistry; Gene","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":[0.002294627,0.0004663608,0.0004680402,0.0004186328,0.0005800712,0.0006862486,0.0006898396,0.0004379957,0.002877664],"category_scores_gemma":[0.001676996,0.0004429788,0.0009191472,0.0008372164,0.0001902027,0.000437486,0.0009283844,0.001019827,0.0009676915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002568788,"about_ca_system_score_gemma":0.0003809506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0051449,"about_ca_topic_score_gemma":0.006125149,"domain_scores_codex":[0.9993685,0.0001980365,0.00005216406,0.000183528,0.0001229504,0.00007478344],"domain_scores_gemma":[0.9984096,0.0001781887,0.0004516015,0.0004921401,0.0002070305,0.0002616408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001653357,0.0001345627,0.9905537,0.00003973492,0.0003486598,0.0001927982,0.0001780459,0.00008046034,0.001896569,0.00009091286,0.001630226,0.003200827],"study_design_scores_gemma":[0.00009581351,0.0003172174,0.9973916,0.00001344236,0.0001797893,0.0003147899,0.0001000297,0.0001648493,0.0002398503,0.00004827643,0.001126368,0.000008034249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871572,0.0003194529,0.0007623424,0.0001515643,0.00002395116,0.00003543315,0.01060383,0.00003130389,0.0009148453],"genre_scores_gemma":[0.9852159,0.000222878,0.0009159544,0.0001587594,0.00004972293,0.0001113835,0.01152099,0.00002756188,0.001776977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0051449,"threshold_uncertainty_score":0.01213533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.010170121418425,"score_gpt":0.2416295648223902,"score_spread":0.2314594434039652,"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."}}