{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009646513,0.0004916682,0.0009873003,0.00234282,0.000683431,0.001779196,0.001017753,0.001005135,0.002407596],"category_scores_gemma":[0.03332007,0.000604635,0.00111987,0.008330478,0.0006728086,0.001001835,0.00377688,0.0006667779,0.0003133663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009547426,"about_ca_system_score_gemma":0.0009136804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06262109,"about_ca_topic_score_gemma":0.04865519,"domain_scores_codex":[0.9897158,0.00546698,0.001197567,0.001579833,0.001547095,0.0004927596],"domain_scores_gemma":[0.9786951,0.006825297,0.00948524,0.002499845,0.001857289,0.0006372259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004486865,0.00001414462,0.9907504,0.0002035141,0.0006192871,0.00009863936,0.000707881,0.00005641814,0.0001219758,0.0001054771,0.0006575665,0.006215938],"study_design_scores_gemma":[0.00001896043,0.00002780319,0.9987595,0.000108045,0.0001856795,0.00005450727,0.0001349711,0.00003369805,0.00001586671,0.00003052589,0.0006240404,0.00000644889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9627877,0.02696756,0.0004155785,0.001999062,0.00006563925,0.0000349775,0.005170175,0.00001422009,0.002544981],"genre_scores_gemma":[0.992803,0.004139389,0.0003405638,0.0003708035,0.00005394508,0.00006046236,0.001848606,0.00001061424,0.0003725236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06262109,"threshold_uncertainty_score":0.1245132,"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."}}