{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006302473,0.0001983437,0.0002131632,0.00001026813,0.001829157,0.00008579584,0.0003478368,0.00002623337,0.0007854875],"category_scores_gemma":[0.00009967427,0.0001123468,0.00004379165,0.0002857942,0.0003236014,0.0001661606,0.001019185,0.0003447635,0.00004810882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00246861,"about_ca_system_score_gemma":0.00002471586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004086417,"about_ca_topic_score_gemma":0.0002948185,"domain_scores_codex":[0.9979694,0.0003403332,0.0002085923,0.0004319735,0.0005154776,0.0005341808],"domain_scores_gemma":[0.9991666,0.0002480293,0.0001117803,0.0003304625,0.00001016823,0.00013297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002236968,0.0001021252,0.9462814,0.000003282325,0.00005814652,0.000001975884,0.04998557,0.0001019189,0.00001506024,0.000003656998,0.002713749,0.0007107268],"study_design_scores_gemma":[0.0001771867,0.001063837,0.803897,0.000002314437,0.00001683269,1.495531e-7,0.1910127,0.000008817664,0.00002183853,0.0003335166,0.003338498,0.0001273518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963753,0.0005877591,1.228021e-7,0.0006905092,0.0001307886,0.001629141,0.0001350306,0.00002974323,0.000421633],"genre_scores_gemma":[0.9974947,0.00004120936,0.000003738331,0.001462216,0.00003113224,0.0008193158,0.00005909602,0.00001513996,0.00007348356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1423845,"threshold_uncertainty_score":0.9994704,"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."}}