{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003310021,0.001048153,0.001558579,0.002575592,0.0004057694,0.001165756,0.0006952454,0.001208097,0.00582677],"category_scores_gemma":[0.0006643156,0.000230266,0.000435961,0.00315559,0.0005177196,0.001328582,0.0006248391,0.001342802,0.004160983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005683064,"about_ca_system_score_gemma":0.001149156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002005768,"about_ca_topic_score_gemma":0.002982927,"domain_scores_codex":[0.9997323,0.00005145557,0.00003283983,0.0000386497,0.0001157871,0.00002886057],"domain_scores_gemma":[0.9997219,0.00008737967,0.00005940908,0.00001000238,0.00009024466,0.00003107567],"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":[0.00005921508,0.00008861591,0.0003713851,0.01154721,0.00006079874,0.000424053,0.00006981901,0.0001676277,0.0008847059,0.002460005,0.04505829,0.9388082],"study_design_scores_gemma":[0.00002551326,0.00008412928,0.002413382,0.004116654,0.00007942285,0.004430658,0.0001156256,0.00005301223,0.0003350982,0.002868172,0.985463,0.00001522778],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001029845,0.9974102,0.00006267197,0.0001929128,0.0002244628,0.000005574796,0.000009860075,0.000007073779,0.001984173],"genre_scores_gemma":[0.001158385,0.9967515,0.0001385535,0.0002381683,0.000206795,0.000006782823,0.00002487673,0.000001121361,0.0014738],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00582677,"threshold_uncertainty_score":0.01949251,"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."}}