{"id":"W4314434044","doi":"10.3928/23258160-20221122-01","title":"The Impact of Residual Retinal Fluid Following Intravitreal Anti-Vascular Endothelial Growth Factor Therapy for Diabetic Macular Edema and Macular Edema Secondary to Retinal Vein Occlusion: A Systematic Review","year":2023,"lang":"en","type":"review","venue":"Ophthalmic surgery, lasers & imaging retina","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Visual acuity; Ophthalmology; Macular edema; Retinal Vein; Retinal; Central retinal vein occlusion; Branch retinal vein occlusion; Edema; Retina; Surgery","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":["metaepi_narrow"],"category_scores_codex":[0.003248392,0.001725429,0.007641295,0.0006257835,0.0006080752,0.0002422593,0.0006609501,0.0003270035,0.0001025333],"category_scores_gemma":[0.003434469,0.001083122,0.006128827,0.001097962,0.0003004717,0.0001584474,0.0003315345,0.0006299713,0.00005366728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005194703,"about_ca_system_score_gemma":0.001450646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002102263,"about_ca_topic_score_gemma":8.780156e-7,"domain_scores_codex":[0.9911973,0.001464471,0.00273723,0.001656227,0.00143665,0.001508058],"domain_scores_gemma":[0.9914445,0.004055827,0.001557091,0.001654413,0.0004495548,0.0008385966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0008014556,0.0004575983,0.003334726,0.9418769,0.008887668,0.006764204,0.0002048017,5.421557e-7,0.0001530853,0.000008859238,0.01119587,0.02631422],"study_design_scores_gemma":[0.002822046,0.001487065,0.002925885,0.9548891,0.02047381,0.00450473,0.0002237278,0.00003652891,0.00009635169,0.00006508973,0.0104375,0.002038155],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07754392,0.910702,0.000006153183,0.0004374618,0.000424778,0.009634439,0.001023778,0.0001334658,0.0000940326],"genre_scores_gemma":[0.01174448,0.9846089,0.0001056128,0.0001243897,0.0003745864,0.001276089,0.001040984,0.0004569069,0.0002679923],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.073907,"threshold_uncertainty_score":0.9995492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02720645282328177,"score_gpt":0.3393678572259409,"score_spread":0.3121614044026592,"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."}}