{"id":"W4283024432","doi":"10.2337/dc22-0368","title":"Dietary Protein Sources, Mediating Biomarkers, and Incidence of Type 2 Diabetes: Findings From the Women’s Health Initiative and the UK Biobank","year":2022,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; National Institute of Environmental Health Sciences; Canadian Institutes of Health Research; U.S. Department of Health and Human Services; National Institutes of Health; National Natural Science Foundation of China; Medical Research Council; Soy Nutrition Institute","keywords":"Medicine; Type 2 diabetes; Biobank; Hazard ratio; Prospective cohort study; Cohort study; Diabetes mellitus; Cohort; Red meat; Internal medicine; Proportional hazards model; Physiology; Environmental health; Endocrinology; Bioinformatics; Confidence interval; Pathology; Biology","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":[0.0004296122,0.0001203408,0.0003231418,0.00003098621,0.0005283353,0.00001507892,0.00009502863,0.00002400168,0.00005667753],"category_scores_gemma":[0.0003357209,0.00007181459,0.000040898,0.0002144639,0.0003509119,0.00002973413,0.0003200137,0.0001886116,9.129471e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009672294,"about_ca_system_score_gemma":0.00006462637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002058656,"about_ca_topic_score_gemma":0.00002334266,"domain_scores_codex":[0.9988869,0.0001639942,0.0002127206,0.0002021548,0.0002827578,0.0002514749],"domain_scores_gemma":[0.9988645,0.0007129865,0.0001292158,0.0001406008,0.00008298913,0.00006968508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000145741,0.00002243798,0.9754284,0.0002186908,0.0002050852,0.000001565739,0.01912758,5.767509e-7,0.0005050208,0.00004233861,0.001743386,0.002559148],"study_design_scores_gemma":[0.003279523,0.001214639,0.8697646,0.0004182443,0.00009247508,8.203577e-7,0.1199433,0.0001050891,0.0007415657,0.001346675,0.002903546,0.0001895839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9477049,0.04576178,8.48621e-8,0.005245035,0.00006358355,0.000584579,0.0005815569,0.00001304844,0.00004545585],"genre_scores_gemma":[0.9954566,0.0004401899,0.00008863159,0.003491425,0.00007649205,0.000266414,0.0001654937,0.00001132104,0.000003450042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1056639,"threshold_uncertainty_score":0.4063582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01508411220852317,"score_gpt":0.2429481730963916,"score_spread":0.2278640608878684,"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."}}