{"id":"W4324140260","doi":"10.1161/circ.147.suppl_1.mp62","title":"Abstract MP62: Fatty Acid Biomarkers of 15:0, 17:0 and <i>Trans</i> 16:1n-7 and Incident Coronary Heart Disease and Stroke: A Pooling Project of 15 Prospective Cohorts in the Fatty Acids and Outcomes Research Consortium","year":2023,"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; University of Toronto","funders":"","keywords":"Medicine; Prospective cohort study; Internal medicine; Diabetes mellitus; Stroke (engine); Pentadecanoic acid; Adipose tissue; Confounding; Fatty acid; Physiology; 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":[0.02121826,0.002302452,0.004592739,0.003122428,0.0007565381,0.002995707,0.001821927,0.001258518,0.00492555],"category_scores_gemma":[0.03472653,0.0008756772,0.01189071,0.005513066,0.0005940373,0.001003413,0.004301446,0.0008846291,0.0007333073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005784977,"about_ca_system_score_gemma":0.002499592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004359289,"about_ca_topic_score_gemma":0.003417274,"domain_scores_codex":[0.9814524,0.01063447,0.002480575,0.003029117,0.001980648,0.00042277],"domain_scores_gemma":[0.989012,0.003514803,0.003267955,0.002092671,0.001583184,0.000529427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.02875784,0.0002899622,0.2894709,0.03410501,0.5676897,0.0005685678,0.0006189853,0.002976532,0.005398624,0.0006084095,0.01384733,0.05566808],"study_design_scores_gemma":[0.0101244,0.002883134,0.4195449,0.002934263,0.5327747,0.0008431842,0.0002512959,0.002254955,0.002845177,0.001857448,0.02348216,0.0002042223],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6166123,0.1505314,0.04635836,0.00406607,0.001032334,0.009144347,0.166213,0.002002816,0.004039594],"genre_scores_gemma":[0.8843492,0.01365962,0.02475543,0.00123571,0.0006569746,0.01273936,0.05918026,0.00044634,0.002977174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02121826,"threshold_uncertainty_score":0.1122142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05112148639600327,"score_gpt":0.3706862058657447,"score_spread":0.3195647194697415,"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."}}