{"id":"W2200349968","doi":"10.1001/jamaophthalmol.2015.4606","title":"Effects of Prior Intensive Insulin Therapy and Risk Factors on Patient-Reported Visual Function Outcomes in the Diabetes Control and Complications Trial/Epidemiology of Diabetes Interventions and Complications (DCCT/EDIC) Cohort","year":2015,"lang":"en","type":"article","venue":"JAMA Ophthalmology","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Eye Institute; Insulet Corporation; National Institute of Diabetes and Digestive and Kidney Diseases; Abbott Diabetes Care; Eli Lilly and Company; University of Washington; National Institute of Neurological Disorders and Stroke; Sanofi","keywords":"Medicine; Interquartile range; Type 1 diabetes; Diabetic retinopathy; Diabetes mellitus; Visual acuity; Cohort; Retinopathy; Glycemic; Randomized controlled trial; Cohort study; Pediatrics; Internal medicine; Surgery; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003834745,0.0001716686,0.0007297233,0.0001695594,0.00006474943,0.000004981568,0.00005140391,0.0001204989,0.000003586596],"category_scores_gemma":[0.003141305,0.0001065572,0.0001156518,0.0001190883,0.0004026065,0.00004443459,0.00003410376,0.0001595764,6.964564e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002143042,"about_ca_system_score_gemma":0.00002783152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002298776,"about_ca_topic_score_gemma":0.00000273013,"domain_scores_codex":[0.9981384,0.0006770187,0.0006211956,0.0002869096,0.0001042924,0.0001721494],"domain_scores_gemma":[0.9953728,0.003483158,0.0005320609,0.000228481,0.0002672698,0.0001162485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001721537,0.001148822,0.9936259,0.00007844889,0.0006971428,0.000005779523,0.0002342384,0.000001631389,0.0001431577,0.0001620303,0.00001969557,0.002161645],"study_design_scores_gemma":[0.01919708,0.007423957,0.9710521,0.0001087934,0.0005530104,0.00002337342,0.0003121914,0.0001740322,0.00004990846,0.001029669,0.000006663625,0.00006929793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942312,0.002477683,0.00001660675,0.0008797984,0.00008023265,0.002184783,0.00007100933,0.00001041265,0.0000483088],"genre_scores_gemma":[0.9990284,0.0001826852,0.00004131329,0.0002832233,0.00001159752,0.0003435175,0.00009430853,0.00001080466,0.00000410291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02257385,"threshold_uncertainty_score":0.4345277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06463994318671547,"score_gpt":0.3614192127189749,"score_spread":0.2967792695322594,"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."}}