{"id":"W2752050463","doi":"10.1093/ije/dyx140","title":"Cohort Profile: Genetics of Diabetes Audit and Research in Tayside Scotland (GoDARTS)","year":2017,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health","funders":"Medical Research Council; University of Dundee; British Heart Foundation; Wellcome Trust; Wellcome","keywords":"Audit; Medicine; Cohort; Cohort study; Diabetes mellitus; Epidemiology; Environmental health; Family medicine; Gerontology; Internal medicine; Accounting; Business; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006744334,0.0001023048,0.0004361907,0.0001964454,0.00007683413,0.00001287603,0.0006302512,0.0002211452,0.00002176108],"category_scores_gemma":[0.009609538,0.00008823315,0.00009295851,0.000030836,0.0005133753,0.000009037989,0.0003052193,0.0002597796,0.000002506036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003279273,"about_ca_system_score_gemma":0.0001422089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007673509,"about_ca_topic_score_gemma":0.00008137593,"domain_scores_codex":[0.9977295,0.0006882065,0.0008717848,0.0002296283,0.0001823515,0.0002985293],"domain_scores_gemma":[0.9972698,0.0006481158,0.0009772095,0.0003053734,0.0007158355,0.00008368607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004844907,0.00004253418,0.9776569,0.000007266453,0.0001690134,0.000005985932,0.00001759936,0.0001536605,0.01184238,0.0003457007,0.002859217,0.006851298],"study_design_scores_gemma":[0.0006084297,0.0003113969,0.982601,0.00005309785,0.00001289239,0.00003687268,0.00002889553,0.0003176415,0.002188989,0.006811465,0.006951175,0.00007818671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916816,0.002393045,0.0003474464,0.004043304,0.000538872,0.00009809047,0.00001924355,8.371687e-7,0.0008775614],"genre_scores_gemma":[0.9916261,0.002734599,0.004762138,0.000222797,0.0005091151,0.000006913425,0.00001888408,0.00000962571,0.0001097712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00965339,"threshold_uncertainty_score":0.9987329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06391383331419734,"score_gpt":0.4112819993564227,"score_spread":0.3473681660422254,"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."}}