{"id":"W4251173987","doi":"10.2337/dc21-1072","title":"Development and Progression of Diabetic Retinopathy in Adolescents and Young Adults With Type 2 Diabetes: Results From the TODAY Study","year":2021,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kimberly-Clark (Canada)","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute","keywords":"Medicine; Diabetic retinopathy; Fundus photography; Diabetes mellitus; Type 2 diabetes; Glycemic; Fundus (uterus); Retinopathy; Type 1 diabetes; Ophthalmology; Cohort; Internal medicine; Retinal; Endocrinology; Fluorescein angiography","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":[],"consensus_categories":[],"category_scores_codex":[0.00007204231,0.0001637662,0.0002920169,0.00003206917,0.00005711415,0.00002163579,0.00004732884,0.00004350166,0.000003502043],"category_scores_gemma":[0.0001180749,0.0000976714,0.00002076171,0.0001893665,0.00005824713,0.00003515524,0.00009168398,0.00009842656,0.000002547412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000339963,"about_ca_system_score_gemma":0.00007904301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002064474,"about_ca_topic_score_gemma":0.000119993,"domain_scores_codex":[0.9988241,0.00007829977,0.0002520521,0.0003651304,0.0002670533,0.000213323],"domain_scores_gemma":[0.9993318,0.00004869434,0.00008625216,0.0002630863,0.0001645544,0.0001055649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004318634,0.0003945301,0.9672328,0.0002670043,0.00007556406,0.00008591978,0.008365247,1.649926e-7,0.000226888,2.673044e-7,0.000007957447,0.02291175],"study_design_scores_gemma":[0.004769654,0.0007348327,0.9750187,0.004390172,0.0001574282,5.527095e-7,0.0105896,0.00001483178,0.004186928,0.000002658997,0.00002921937,0.0001054076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992775,0.006299987,2.376052e-8,0.00005177462,0.0000538553,0.000674694,0.00006133594,0.00001242249,0.00007090149],"genre_scores_gemma":[0.9993768,0.00006515298,0.0001961795,0.00005671792,0.00001905466,0.00004318781,0.0002159188,0.00001762294,0.000009415802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02280634,"threshold_uncertainty_score":0.3982924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008305711868749158,"score_gpt":0.2433851241180184,"score_spread":0.2350794122492693,"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."}}