{"id":"W3008199068","doi":"10.1007/s13300-020-00775-4","title":"Development and Validation of a New Diabetes Risk Score in Guyana","year":2020,"lang":"en","type":"article","venue":"Diabetes Therapy","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"Medical Research Council; Banting and Best Diabetes Centre, University of Toronto; World Diabetes Foundation; University of Toronto","keywords":"Medicine; Diabetes mellitus; Framingham Risk Score; Cohort; Population; Demography; Pandemic; Environmental health; Gerontology; Disease; Internal medicine; Coronavirus disease 2019 (COVID-19); Endocrinology","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":[0.0003727047,0.0001942445,0.0005900339,0.0001198295,0.00003560185,0.0000207383,0.00009178208,0.00009160172,0.00005750306],"category_scores_gemma":[0.0001363622,0.000169179,0.000139055,0.0003292235,0.00005764675,0.0000971387,0.00003319474,0.0001657731,0.00001305115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000264405,"about_ca_system_score_gemma":0.0001144134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001836102,"about_ca_topic_score_gemma":0.00002341043,"domain_scores_codex":[0.9986538,0.00007194885,0.0003580857,0.0003176605,0.0002980728,0.0003004849],"domain_scores_gemma":[0.999322,0.00005115331,0.0001190528,0.000241609,0.00005158974,0.0002145899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00003636015,0.00005771757,0.3753063,0.00009615214,0.0002710488,0.000001664028,0.00204498,0.000009650576,0.003748663,0.000006556314,0.0001325171,0.6182883],"study_design_scores_gemma":[0.003478841,0.0003406629,0.5882639,0.0001742379,0.00006746326,1.87715e-7,0.0001137495,0.000143624,0.3878779,0.000148026,0.01917665,0.0002147206],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902253,0.008486832,0.00003408358,0.0004223722,0.00004865535,0.0005657461,0.00000660715,0.00005242983,0.0001580219],"genre_scores_gemma":[0.9954441,0.0008061351,0.002749381,0.0006981462,0.0001644356,0.00003609155,0.00003940225,0.00003525841,0.00002707838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6180736,"threshold_uncertainty_score":0.6898918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03107324511852549,"score_gpt":0.2411962630718062,"score_spread":0.2101230179532807,"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."}}