{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00215976,0.0005044006,0.0005652177,0.002124989,0.001540097,0.001410755,0.001235291,0.000727749,0.01004333],"category_scores_gemma":[0.008130121,0.0004594916,0.0008576726,0.00401679,0.000232939,0.0004911506,0.002266321,0.0007494825,0.002190512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002519185,"about_ca_system_score_gemma":0.00463223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2863512,"about_ca_topic_score_gemma":0.2552199,"domain_scores_codex":[0.9977314,0.000492788,0.0003310401,0.000383419,0.0005695985,0.0004918537],"domain_scores_gemma":[0.9933937,0.0004014744,0.001621251,0.0007968895,0.002523736,0.001263028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001220254,0.00009805901,0.828319,0.0003326839,0.0004001973,0.0006912119,0.0007072639,0.0001290778,0.0003724945,0.0005073022,0.1497729,0.01744965],"study_design_scores_gemma":[0.0001739967,0.0001181959,0.9772422,0.0002031767,0.0001111567,0.0005154141,0.0004287096,0.0001326175,0.00007232395,0.00008782752,0.02088743,0.00002694054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5967061,0.0023687,0.001364235,0.003670261,0.0005759986,0.001402151,0.378045,0.0002985235,0.01556912],"genre_scores_gemma":[0.7169055,0.002223461,0.005351992,0.004265768,0.0004341507,0.003721563,0.2478374,0.000243602,0.01901651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2863512,"threshold_uncertainty_score":0.5693689,"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."}}