{"id":"W2489954735","doi":"10.1097/iae.0000000000001210","title":"AQUEOUS HUMOR CYTOKINE LEVELS AS BIOMARKERS OF DISEASE SEVERITY IN DIABETIC MACULAR EDEMA","year":2016,"lang":"en","type":"article","venue":"Retina","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Novartis (Canada); Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Cytokine; Aqueous humor; Disease; Edema; Ophthalmology; Diabetic retinopathy; Diabetic macular edema; Macular edema; Diabetes mellitus; Immunology; Internal medicine; Endocrinology; Retinal","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":[0.000653109,0.0003803016,0.0002806259,0.0005423925,0.0001400039,0.0004192469,0.0001344895,0.0003111929,0.0008392152],"category_scores_gemma":[0.002345598,0.0001772038,0.000234563,0.000467253,0.0001609225,0.0003006055,0.0002767407,0.0003474101,0.0001598539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001273319,"about_ca_system_score_gemma":0.0001108804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005410472,"about_ca_topic_score_gemma":0.0005390612,"domain_scores_codex":[0.9997326,0.00009916241,0.00004115512,0.00004775461,0.00004747345,0.00003195458],"domain_scores_gemma":[0.9982641,0.0003710022,0.0009548935,0.00007088283,0.00015709,0.0001820723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003688248,0.00002970362,0.9978521,0.0000106277,0.0000381704,0.00003293769,0.00001889802,0.0000340979,0.0005348173,0.000004459944,0.00001684158,0.001058482],"study_design_scores_gemma":[0.00001565018,0.0003414684,0.9984916,0.000006999087,0.00005067057,0.000294865,0.00004861801,0.0003215782,0.0003081157,0.00001656376,0.0001010098,0.000002741347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999044,0.0005486057,0.0001311853,0.00001656097,0.000003484299,0.000007835876,0.0001232213,0.000002803726,0.0001223501],"genre_scores_gemma":[0.9995448,0.00008918573,0.0001685215,0.00001468667,0.000006882862,0.000006744111,0.00009999354,8.464671e-7,0.00006842516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008392152,"threshold_uncertainty_score":0.00345397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0154698955653006,"score_gpt":0.2844122734013717,"score_spread":0.2689423778360711,"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."}}