{"id":"W4297093501","doi":"10.2337/dc22-1029","title":"The Portfolio Diet and Incident Type 2 Diabetes: Findings From the Women’s Health Initiative Prospective Cohort Study","year":2022,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; University of Saskatchewan; St. Michael's Hospital","funders":"Institute of Nutrition, Metabolism and Diabetes; National Institute of Environmental Health Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; Canadian Nutrition Society; Alpro Foundation; National Heart, Lung, and Blood Institute; Danish Cancer Society Research Center; Hospital for Sick Children; Coca-Cola Foundation; Loblaw Companies Limited; Canola Council of Canada; National Institutes of Health; U.S. Department of Health and Human Services; Soy Nutrition Institute; Saskatchewan Pulse Growers; Agriculture and Agri-Food Canada; PepsiCo; Canadian Institutes of Health Research; Almond Board of California; Diabetes Canada; Danone; Arizona State University; University of Chicago; California Strawberry Commission; Abbott Laboratories; U.S. Department of Agriculture","keywords":"Medicine; Type 2 diabetes; Dash; Mediterranean diet; Internal medicine; Hazard ratio; Diabetes mellitus; Prospective cohort study; Cohort study; Confounding; DASH diet; Lower risk; Proportional hazards model; Saturated fat; Endocrinology; Cholesterol; Confidence interval; Blood pressure","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":[0.002719698,0.0003761893,0.000511957,0.0007913667,0.0004695737,0.0007924066,0.000565791,0.0006072081,0.001044174],"category_scores_gemma":[0.003836844,0.0004804101,0.001015064,0.001877417,0.0001817731,0.0004339842,0.0006642678,0.0009787994,0.0001813116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00021892,"about_ca_system_score_gemma":0.0003540652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008387125,"about_ca_topic_score_gemma":0.009359789,"domain_scores_codex":[0.9990876,0.0002969274,0.0001087247,0.0001961975,0.000218356,0.00009226047],"domain_scores_gemma":[0.9977049,0.000334161,0.001055062,0.0003330488,0.0002701109,0.0003026634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000234575,0.0000298651,0.9982958,0.00001394687,0.0003170272,0.00002666765,0.00004133433,0.00002536229,0.00006498116,0.00001109869,0.0001930986,0.0007461862],"study_design_scores_gemma":[0.00003147186,0.00004821271,0.9994053,0.000008324409,0.0001589669,0.00004675878,0.00005341217,0.0000688365,0.00001295561,0.00001369606,0.0001486973,0.000003509492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938,0.001302229,0.0002724337,0.0002079557,0.00003132413,0.00003599637,0.003747363,0.000009830973,0.0005929512],"genre_scores_gemma":[0.9964846,0.0006143699,0.0002896349,0.00009797973,0.00003889226,0.00006260151,0.002086877,0.000005648586,0.0003193888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008387125,"threshold_uncertainty_score":0.0166766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005206604106539869,"score_gpt":0.2161320428689359,"score_spread":0.210925438762396,"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."}}