{"id":"W4387930988","doi":"10.1161/circulationaha.123.065551","title":"Portfolio Diet Score and Risk of Cardiovascular Disease: Findings From 3 Prospective Cohort Studies","year":2023,"lang":"en","type":"article","venue":"Circulation","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto; University of Saskatchewan; St. Michael's Hospital","funders":"Institute of Nutrition, Metabolism and Diabetes; National Cancer Institute; National Heart, Lung, and Blood Institute; Ontario Ministry of Research and Innovation; Agriculture and Agri-Food Canada; European Association for the Study of Diabetes; University of Toronto; Canada Research Chairs; National Institutes of Health; Academy of Nutrition and Dietetics; Canola Council of Canada; Coca-Cola Foundation; Loblaw Companies Limited; General Mills; Herbalife Nutrition; Alberta Pulse Growers Commission; Hospital for Sick Children; American Heart Association; Danish Cancer Society Research Center; Alpro Foundation; Physicians' Services Incorporated Foundation; Peanut Institute; Canadian Nutrition Society; International Nut and Dried Fruit Council; European Foundation for the Study of Diabetes; Almond Board of California; Diabetes Canada; Danone; Soy Nutrition Institute; Arizona State University; Government of Canada; St. Michael's Hospital Foundation; U.S. Department of Agriculture; Abbott Laboratories; Kellogg's; Canadian Institutes of Health Research; PepsiCo; California Strawberry Commission","keywords":"Medicine; Prospective cohort study; Atherosclerotic cardiovascular disease; Disease; Internal medicine; Cohort; Framingham Risk Score; Cohort study; Portfolio; Finance","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001565976,0.00007949396,0.0002811148,0.00005721645,0.0001006263,0.000004544826,0.00001524833,0.00002815077,0.00001125566],"category_scores_gemma":[0.0002253371,0.00006950068,0.0001332149,0.0002120877,0.00008036972,0.00004400028,0.0000374333,0.00004974426,0.000008257364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004596269,"about_ca_system_score_gemma":0.00001407704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001399392,"about_ca_topic_score_gemma":0.000002569374,"domain_scores_codex":[0.9992462,0.00001620491,0.0001431641,0.0002187985,0.0002828393,0.00009274974],"domain_scores_gemma":[0.999532,0.00006056425,0.00004284838,0.0001494049,0.000159332,0.00005582555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001225677,0.00002620565,0.9949713,0.0000893703,0.003109673,0.00001782961,0.0001274661,0.0002054113,0.00004619636,0.0001610028,0.0008339218,0.0002890128],"study_design_scores_gemma":[0.0007302993,0.00003664205,0.9919541,0.0001221313,0.001500461,9.061112e-7,0.0002333642,0.0002137494,0.00003311792,0.004618804,0.000489901,0.00006647276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822242,0.01683889,0.00002917703,0.000087218,0.00007841724,0.0004257091,0.00009924662,0.00004916395,0.0001679999],"genre_scores_gemma":[0.9885787,0.01099633,0.00003669345,0.00001096933,0.0001260498,0.00004889555,0.0001710907,0.00000960778,0.00002165375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006354525,"threshold_uncertainty_score":0.2834156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02865816339264213,"score_gpt":0.2736379895292608,"score_spread":0.2449798261366186,"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."}}