{"id":"W2790671645","doi":"10.1001/jamaophthalmol.2018.0179","title":"Aqueous Humor Cytokine Levels and Anatomic Response to Intravitreal Ranibizumab in Diabetic Macular Edema","year":2018,"lang":"en","type":"article","venue":"JAMA Ophthalmology","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Health Sciences Centre; Sunnybrook Health Science Centre; Kensington Health; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Ranibizumab; Ophthalmology; Cytokine; Diabetic retinopathy; Vascular endothelial growth factor; Internal medicine; Diabetes mellitus; Bevacizumab; Endocrinology; VEGF receptors","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":[0.0002404337,0.0002152914,0.0004624207,0.0002638168,0.00005844385,0.00002062486,0.00009287982,0.0001631149,0.0004992278],"category_scores_gemma":[0.0004420126,0.0001838813,0.00006639757,0.0002417832,0.0001819734,0.00004612807,0.00009220893,0.000139864,0.0002034501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001394768,"about_ca_system_score_gemma":0.0001045223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001846173,"about_ca_topic_score_gemma":0.000007039172,"domain_scores_codex":[0.9984388,0.0002236911,0.0002869719,0.0004623461,0.0001517484,0.0004364424],"domain_scores_gemma":[0.9990101,0.0001959211,0.00005308343,0.0003442887,0.00007473702,0.0003218011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04978338,0.001379455,0.7972399,0.0001829518,0.0003500495,0.08076121,0.00150911,0.000002098801,0.04656667,0.0001886842,0.0008108272,0.02122567],"study_design_scores_gemma":[0.005278904,0.003303361,0.9794449,0.00009377849,0.00009268582,0.008086541,0.00008568147,0.00006774237,0.002358266,0.0005972534,0.0004250789,0.0001658226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946194,0.0003462844,0.000005588255,0.002765858,0.0001058261,0.0005733061,0.00004825105,0.00002566764,0.001509782],"genre_scores_gemma":[0.9979444,0.000008778798,0.0004577617,0.0007214472,0.0001296735,0.00005339635,0.00001896684,0.0000330865,0.0006325122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.182205,"threshold_uncertainty_score":0.749846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01978576922385222,"score_gpt":0.3234053700127478,"score_spread":0.3036196007888956,"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."}}