{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001566742,0.000334539,0.0003924641,0.0009014421,0.0004573582,0.0006365269,0.0003377102,0.0003907111,0.0006827764],"category_scores_gemma":[0.002056159,0.0003010486,0.0008409991,0.0009453646,0.0001392388,0.0004940006,0.0007706099,0.0007170851,0.0001630579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002389934,"about_ca_system_score_gemma":0.0002854074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006871626,"about_ca_topic_score_gemma":0.009344619,"domain_scores_codex":[0.9994172,0.0001653613,0.00007901727,0.0001167591,0.00014451,0.00007716013],"domain_scores_gemma":[0.9984441,0.0001660127,0.0007437921,0.00008590952,0.0002495309,0.0003106552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001416958,0.00006594073,0.9983341,0.00001007521,0.00006073616,0.0000292694,0.00008960699,0.0000134287,0.00004212253,0.000008374498,0.0001290672,0.001075515],"study_design_scores_gemma":[0.00001843482,0.0001028046,0.9993674,0.000008683013,0.00004840368,0.00008271482,0.0001466822,0.0000370486,0.00001654097,0.000005784552,0.0001632285,0.000002251565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981238,0.0002719738,0.00004397521,0.0000272858,0.000008295614,0.00002746498,0.001161276,0.000002774846,0.0003331413],"genre_scores_gemma":[0.9968228,0.0003380006,0.000208163,0.00005086855,0.00002894301,0.00005033406,0.00223868,0.00000368454,0.0002584965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006871626,"threshold_uncertainty_score":0.01366329,"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."}}