{"id":"W2016795705","doi":"10.2337/diacare.26.9.2653","title":"Diabetic Retinopathy and Diabetic Macular Edema","year":2003,"lang":"en","type":"review","venue":"Diabetes Care","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":842,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"Eli Lilly and Company","keywords":"Medicine; Diabetes mellitus; Diabetic retinopathy; Retinopathy; Ophthalmology; Advanced glycation end-product; Population; Macular edema; Internal medicine; Visual acuity; Glycation; Endocrinology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007648237,0.0007554919,0.002469211,0.0001993107,0.0001090727,0.00006775244,0.000135246,0.000390872,0.0001715489],"category_scores_gemma":[0.00009791762,0.000567686,0.0008368345,0.000295775,0.0001326892,0.00004040687,0.00009487184,0.0003317614,0.000505249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001760973,"about_ca_system_score_gemma":0.0001864727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001313098,"about_ca_topic_score_gemma":1.999813e-7,"domain_scores_codex":[0.9974508,0.000189632,0.0005306664,0.000798458,0.0003678041,0.0006626775],"domain_scores_gemma":[0.9982738,0.0001199014,0.0002224598,0.0007341845,0.0001192698,0.0005303737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004459264,0.0001222962,0.04303209,0.08412942,0.0006708654,0.0003138825,0.00009470993,2.406847e-8,6.853083e-7,0.00002178947,0.0004695517,0.8711402],"study_design_scores_gemma":[0.0008375655,0.000456897,0.002316085,0.02707968,0.01132977,0.00002965651,0.0001131255,0.000001484079,0.000007204322,0.00004118693,0.957146,0.0006412966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01212516,0.9832104,1.396486e-7,0.00001567439,0.0002549856,0.001555493,0.000346813,0.00007729422,0.002413983],"genre_scores_gemma":[0.002279049,0.9949526,0.00009418259,0.000195946,0.0001441128,0.0003960535,0.001381359,0.0001650658,0.0003916714],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9566765,"threshold_uncertainty_score":0.9996775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01882891771680851,"score_gpt":0.2949669886057103,"score_spread":0.2761380708889018,"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."}}