{"id":"W4412482070","doi":"10.1097/iae.0000000000004572","title":"IMPACT OF FARICIMAB VERSUS AFLIBERCEPT ON EPIRETINAL MEMBRANE FORMATION OVER 2 YEARS IN PATIENTS WITH DIABETIC MACULAR EDEMA IN THE PHASE 3 YOSEMITE AND RHINE TRIALS","year":2025,"lang":"en","type":"article","venue":"Retina","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Roche (Canada)","funders":"Genentech; F. Hoffmann-La Roche","keywords":"Aflibercept; Epiretinal membrane; Medicine; Ophthalmology; Odds ratio; Confidence interval; Visual acuity; Surgery; Internal medicine; Bevacizumab; Vitrectomy","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":[0.000338761,0.0001400431,0.0004079502,0.00017486,0.00001919822,0.00001300289,0.00005150867,0.00005005989,0.00004604604],"category_scores_gemma":[0.0002352804,0.00007957936,0.0001036564,0.000317121,0.00004439713,0.00006270104,0.00001586859,0.000101778,0.000002879814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001126286,"about_ca_system_score_gemma":0.00004071639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001067448,"about_ca_topic_score_gemma":0.00000416951,"domain_scores_codex":[0.9988918,0.0001725182,0.0003391477,0.0001622375,0.000266345,0.0001680078],"domain_scores_gemma":[0.999378,0.0002229714,0.0001337216,0.0001970577,0.00003178235,0.00003644768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0427223,0.003989863,0.9155952,0.0003409546,0.0003030006,0.0001260996,0.001203993,0.00003900392,0.0003545052,0.0001195004,0.0001817862,0.03502377],"study_design_scores_gemma":[0.02972639,0.003080839,0.965934,0.000508584,0.0002483077,0.000001249816,0.00006673558,0.0001645792,0.0001286915,0.00002817189,0.00004559561,0.00006682178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997712,0.0002423026,0.000002753708,0.0001065564,0.00002518772,0.0008441462,0.00003911925,0.000006202439,0.001021763],"genre_scores_gemma":[0.999668,0.00006768395,0.00002080335,0.00005568812,0.000007915284,0.00002411517,0.0001214966,0.000008565194,0.00002571482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05033881,"threshold_uncertainty_score":0.3245152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01766866757755893,"score_gpt":0.3500186253516706,"score_spread":0.3323499577741117,"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."}}