{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003715365,0.0007022972,0.0004460674,0.001784382,0.0004339218,0.001269209,0.0007064012,0.0004879588,0.001397676],"category_scores_gemma":[0.007193246,0.0002606281,0.0007731572,0.001130043,0.0004870573,0.00046983,0.001237729,0.0008924289,0.0005854057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001101974,"about_ca_system_score_gemma":0.001252939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009844765,"about_ca_topic_score_gemma":0.009758357,"domain_scores_codex":[0.9975937,0.00125725,0.000256799,0.0002301165,0.0004907125,0.0001715065],"domain_scores_gemma":[0.9968318,0.0009838891,0.0006456627,0.0002799104,0.001073516,0.0001852658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007926165,0.0003494604,0.9248135,0.0002053207,0.0002430413,0.0003239496,0.0009434076,0.002143686,0.001793375,0.000493261,0.001632186,0.06626617],"study_design_scores_gemma":[0.0003949608,0.00187208,0.9704785,0.0004500329,0.0002923057,0.0009374045,0.001250255,0.01431539,0.002387226,0.000660432,0.006869224,0.00009227046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818476,0.0007105255,0.009626549,0.0009645162,0.0001167219,0.0007052016,0.001846728,0.0001488886,0.004033252],"genre_scores_gemma":[0.9774064,0.0002543156,0.01931056,0.0001801918,0.00002349594,0.0005033351,0.001631181,0.00001959363,0.0006708629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009844765,"threshold_uncertainty_score":0.01964897,"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."}}