{"id":"W4409527589","doi":"10.1161/cir.151.suppl_1.p3043","title":"Abstract P3043: Circulating Omega-3 Polyunsaturated Fatty Acids and Early Type 2 Diabetes Risk Phenotypes: Longitudinal Analyses in the PROspective Metabolism and ISlet cell Evaluation (PROMISE) Cohort","year":2025,"lang":"en","type":"article","venue":"Circulation","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Lunenfeld-Tanenbaum Research Institute; University of Toronto","funders":"","keywords":"Medicine; Type 2 diabetes; Prospective cohort study; Polyunsaturated fatty acid; Internal medicine; Diabetes mellitus; Endocrinology; Metabolism; Type 2 Diabetes Mellitus; Cohort; Phenotype; Islet; Physiology; Fatty acid; Biochemistry; Gene; Biology","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":[0.002962078,0.0004649289,0.0005047404,0.0004602824,0.000637248,0.0006657714,0.0006976307,0.0005381295,0.003176688],"category_scores_gemma":[0.001946215,0.0004692247,0.0009879336,0.0008269906,0.0001766334,0.0004511284,0.0008826913,0.00122437,0.00123744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002242358,"about_ca_system_score_gemma":0.0006102115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004185667,"about_ca_topic_score_gemma":0.005517879,"domain_scores_codex":[0.9994917,0.0002083904,0.00003344424,0.0001109451,0.00009815889,0.0000572937],"domain_scores_gemma":[0.9985219,0.0002182707,0.000361538,0.0004394103,0.0002073837,0.0002516402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004718618,0.000311103,0.9801998,0.00005221269,0.0005537032,0.000260361,0.0001337016,0.0001789058,0.002750371,0.0001251905,0.004588753,0.006127156],"study_design_scores_gemma":[0.0003679714,0.000833203,0.9944694,0.00002481805,0.0003526491,0.0005756655,0.0001020335,0.0004582407,0.0005410869,0.0001024149,0.00215595,0.00001645642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734747,0.0004059314,0.001329832,0.0003752921,0.00003942326,0.00009872027,0.02280411,0.00006524738,0.001406621],"genre_scores_gemma":[0.9558788,0.0004493988,0.003920528,0.0003173901,0.000126647,0.0004891795,0.03391041,0.00007484653,0.004832831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004185667,"threshold_uncertainty_score":0.01566517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01837999335677325,"score_gpt":0.291450386230945,"score_spread":0.2730703928741717,"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."}}