{"id":"W4389315437","doi":"10.1161/circulationaha.123.065530","title":"Role of Polyunsaturated Fat in Modifying Cardiovascular Risk Associated With Family History of Cardiovascular Disease: Pooled De Novo Results From 15 Observational Studies","year":2023,"lang":"en","type":"article","venue":"Circulation","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"National Heart, Lung, and Blood Institute; Wageningen University and Research; Medical Research Council; BC Cancer Agency; Johns Hopkins Bloomberg School of Public Health; Agricultural Research Service; University of Illinois at Urbana-Champaign; Kuopion Yliopistollinen Sairaala; Háskóli Íslands; Hjartavernd; Seoul National University Hospital; Universität Potsdam; Cancer Council Victoria; University of California, San Diego; University of New South Wales; Seoul National University; Harvard T.H. Chan School of Public Health; National Institute for Health and Care Research; School of Public Health, University of Michigan; University of South Dakota; New York Academy of Medicine; Uppsala Universitet; University of Washington; Johns Hopkins University; College of Medicine, Seoul National University; University of Tsukuba; Vrije Universiteit Amsterdam; National Center for Global Health and Medicine; National Institutes of Health; Health Services Research and Development; Itä-Suomen Yliopisto; Monash University; Helsingin Yliopisto; U.S. Department of Agriculture; Karolinska Institutet; University of Minnesota","keywords":"Medicine; Family history; Polyunsaturated fatty acid; Docosahexaenoic acid; Eicosapentaenoic acid; Relative risk; Internal medicine; Disease; Physiology; Endocrinology; Fatty acid; Confidence interval; Biology; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01818468,0.002374729,0.00804904,0.003027751,0.0005166171,0.002693225,0.001435026,0.001620124,0.002463933],"category_scores_gemma":[0.02272746,0.001177306,0.03129441,0.003467544,0.0007162406,0.0009231234,0.0015262,0.001159986,0.0002834763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009293858,"about_ca_system_score_gemma":0.001442548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005255042,"about_ca_topic_score_gemma":0.00641713,"domain_scores_codex":[0.9887357,0.005128666,0.002784212,0.00206611,0.0009508771,0.0003344366],"domain_scores_gemma":[0.974708,0.01627647,0.004799982,0.002273571,0.001581363,0.0003605377],"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":[0.008337365,0.0000580529,0.05892617,0.02047024,0.9007882,0.0001030404,0.00005659946,0.0008406215,0.0006123992,0.00005442515,0.0002239009,0.009529047],"study_design_scores_gemma":[0.0008627653,0.0005343298,0.04407824,0.001707788,0.9511155,0.0001114953,0.00003755624,0.0002911526,0.0002519605,0.0001538316,0.0008300528,0.00002531251],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1553486,0.8343471,0.004819941,0.0002776593,0.000328398,0.0003003967,0.003756417,0.0001328062,0.0006885667],"genre_scores_gemma":[0.8454644,0.1465357,0.003445503,0.0004889041,0.0002511216,0.0004125524,0.002979138,0.00006785765,0.0003548062],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01818468,"threshold_uncertainty_score":0.0961709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09369848961066025,"score_gpt":0.2946292581703759,"score_spread":0.2009307685597157,"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."}}