{"id":"W2483044770","doi":"10.1371/journal.pmed.1002085","title":"Dietary Diversity, Diet Cost, and Incidence of Type 2 Diabetes in the United Kingdom: A Prospective Cohort Study","year":2016,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":129,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Economic and Social Research Council; Medical Research Council; Gates Cambridge Trust; Wellcome; Canadian Institutes of Health Research; Centre for Diet and Activity Research; National Institute for Health and Care Research; Innovative Research Group Project of the National Natural Science Foundation of China; United Kingdom Clinical Research Collaboration; Cancer Research UK; British Heart Foundation; Wellcome Trust; Cambridge Trust","keywords":"Food group; European Prospective Investigation into Cancer and Nutrition; Medicine; Type 2 diabetes; Cohort study; Environmental health; Prospective cohort study; Hazard ratio; Confounding; Population; Socioeconomic status; Demography; Diversity (politics); Cohort; Confidence interval; Diabetes mellitus; Internal medicine; Endocrinology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001136182,0.0004391992,0.0007148499,0.0008856243,0.0005730843,0.001098713,0.0007741374,0.0008010475,0.001774689],"category_scores_gemma":[0.003527558,0.000877727,0.0008187098,0.002017582,0.000421947,0.0006531622,0.001080201,0.0007987847,0.0003122069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001258569,"about_ca_system_score_gemma":0.0007289109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1087984,"about_ca_topic_score_gemma":0.09312747,"domain_scores_codex":[0.998705,0.0004322029,0.0001968539,0.000288572,0.0001992684,0.0001780542],"domain_scores_gemma":[0.9967383,0.0004508422,0.00142132,0.0004602297,0.0004582984,0.0004710337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001128208,0.00002013689,0.9991112,0.00001571172,0.00008880837,0.00008463881,0.00007855181,0.00002257822,0.00006288023,0.000007629519,0.0001151475,0.000279786],"study_design_scores_gemma":[0.00001669583,0.00004714719,0.9994627,0.00001452243,0.0000384227,0.0001295162,0.0001085898,0.00005785477,0.00001027609,0.000006130238,0.0001038505,0.000004312659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973079,0.0006684551,0.00007334215,0.00006988813,0.000008980564,0.00002020186,0.001556199,0.000003065982,0.0002920017],"genre_scores_gemma":[0.9984781,0.0003177371,0.0001084405,0.00006156837,0.000006601887,0.00002513291,0.0008598024,0.000002152988,0.0001404885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1087984,"threshold_uncertainty_score":0.2163302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06399619526268387,"score_gpt":0.3015829857957154,"score_spread":0.2375867905330315,"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."}}