{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001030783,0.0001670398,0.0003203467,0.00009435643,0.00002369622,0.000004953602,0.00007703013,0.00005106883,0.0005141731],"category_scores_gemma":[0.0003597416,0.0001064206,0.0001671311,0.0001659894,0.000115542,0.00004371979,0.00004717655,0.0000435915,0.0001161162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001097941,"about_ca_system_score_gemma":0.0001174156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007520928,"about_ca_topic_score_gemma":0.000002596759,"domain_scores_codex":[0.9988131,0.00006423175,0.0002707357,0.0002883915,0.000285923,0.0002776527],"domain_scores_gemma":[0.9990755,0.00008750147,0.00008822513,0.0003624933,0.0000566143,0.0003296305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002050871,0.0008447967,0.9681473,0.0004213916,0.0001927546,0.001625126,0.00005581565,2.299221e-7,0.01033517,0.0001381209,0.0004095104,0.01577891],"study_design_scores_gemma":[0.002597461,0.0003117141,0.9891469,0.000807721,0.0002052409,0.00001505233,0.00002346754,0.00001720703,0.005155073,0.0008198441,0.0007643392,0.000135916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949871,0.0007299604,0.00001298791,0.001752081,0.00004450167,0.0004229484,0.0001147828,0.00002931993,0.001906336],"genre_scores_gemma":[0.9987037,0.0001592909,0.0001075805,0.0001441739,0.00003116974,0.00002776508,0.00001972514,0.00002320528,0.000783447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02099966,"threshold_uncertainty_score":0.5629835,"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."}}