{"id":"W2921595701","doi":"10.1161/circ.139.suppl_1.034","title":"Abstract 034: Omega-3 Fatty Acid Biomarkers and Incident Type 2 Diabetes: An Individual Participant-level Pooling Project of 20 Prospective Cohort Studies","year":2019,"lang":"en","type":"article","venue":"Circulation","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Eicosapentaenoic acid; Docosapentaenoic acid; Type 2 diabetes; Prospective cohort study; Docosahexaenoic acid; Internal medicine; Diabetes mellitus; Cohort study; Cohort; Linoleic acid; Fatty acid; Endocrinology; Polyunsaturated fatty acid; Biochemistry; 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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.06409907,0.002046633,0.003179166,0.005734687,0.001473764,0.002835591,0.002189077,0.001367239,0.002611203],"category_scores_gemma":[0.06537803,0.001353561,0.01284612,0.0096058,0.0005949016,0.0009182215,0.004890627,0.0007913747,0.0005970055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009212905,"about_ca_system_score_gemma":0.004335298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009278904,"about_ca_topic_score_gemma":0.009430435,"domain_scores_codex":[0.9623364,0.02251991,0.005719925,0.004652192,0.003684383,0.001087363],"domain_scores_gemma":[0.9699153,0.007788561,0.006401245,0.009768844,0.005035228,0.001090875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.008923404,0.0002550591,0.7476304,0.004393084,0.1999774,0.0005179803,0.00119112,0.001483988,0.003255278,0.000561285,0.006862123,0.02494873],"study_design_scores_gemma":[0.003586038,0.002242683,0.7134416,0.001517113,0.2551275,0.001017552,0.0009741318,0.003237565,0.002600643,0.001219989,0.01481241,0.0002226845],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.837746,0.01996594,0.0402755,0.0008554196,0.0002919231,0.009872726,0.08737905,0.001059041,0.002554445],"genre_scores_gemma":[0.8858969,0.003792525,0.03966314,0.0004979666,0.0001675292,0.01496088,0.05350626,0.0002978532,0.001217058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9968208,"threshold_uncertainty_score":0.3389923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1252642145750646,"score_gpt":0.3769172561951279,"score_spread":0.2516530416200633,"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."}}