{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030348,0.0008486341,0.005864541,0.005087924,0.0003563807,0.00169995,0.001076107,0.001284567,0.003218673],"category_scores_gemma":[0.01487237,0.0005496971,0.005665977,0.005672331,0.0005073231,0.00127476,0.0007884894,0.0007971594,0.0002286799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001442901,"about_ca_system_score_gemma":0.004325938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005789255,"about_ca_topic_score_gemma":0.01707719,"domain_scores_codex":[0.9978756,0.0006608682,0.0008023367,0.0001793694,0.0004016746,0.00008007188],"domain_scores_gemma":[0.9897918,0.007405353,0.001876786,0.00009830992,0.0007137269,0.000114078],"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":[0.0002357321,0.00001951123,0.000616776,0.9377553,0.008634537,0.00009580709,0.00009992658,0.00007205628,0.0001515519,0.0001321262,0.001349738,0.05083691],"study_design_scores_gemma":[0.0004652591,0.0004633789,0.007336482,0.817673,0.1450675,0.0008889058,0.0002686585,0.000129241,0.0003041073,0.0004236033,0.02692303,0.00005683713],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005911718,0.9989506,0.00004167157,0.00007643734,0.00004369826,0.0000585221,0.0001162724,0.000003151494,0.0001185191],"genre_scores_gemma":[0.008798714,0.9904504,0.0001874539,0.0002383535,0.00004383409,0.0001042723,0.0001001014,0.000002250526,0.0000746121],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005864541,"threshold_uncertainty_score":0.01604974,"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."}}