{"id":"W4413140105","doi":"10.1097/iae.0000000000004641","title":"CLINICAL AND DEMOGRAPHIC RISK FACTORS ASSOCIATED WITH RECURRENT AND FELLOW EYE RHEGMATOGENOUS RETINAL DETACHMENTS","year":2025,"lang":"en","type":"article","venue":"Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network; St. Michael's Hospital; Public Health Ontario; University of Toronto","funders":"","keywords":"Proliferative vitreoretinopathy; Medicine; Retinal detachment; Visual acuity; Ophthalmology; Retrospective cohort study; Surgery; 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":[0.0008290688,0.0002171409,0.0005152292,0.0001395271,0.0001686505,0.00002955789,0.00005104101,0.0001651081,0.00001465737],"category_scores_gemma":[0.0005921576,0.0001510798,0.0001250325,0.0003133576,0.0003038201,0.00003460299,0.00006976052,0.0004351411,0.000002161989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002231995,"about_ca_system_score_gemma":0.0000740497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003986367,"about_ca_topic_score_gemma":0.00001747065,"domain_scores_codex":[0.9983904,0.0002534287,0.0003873023,0.0004231803,0.0002452989,0.0003003405],"domain_scores_gemma":[0.9990162,0.0002807202,0.0001725414,0.0002119233,0.0000984798,0.0002201723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003137017,0.0001726017,0.9891968,0.00008207411,0.0002837919,0.00006126981,0.00006476311,6.621358e-8,0.00006209012,0.00004918809,0.0003484835,0.009365136],"study_design_scores_gemma":[0.001298828,0.0005579204,0.9933622,0.000707054,0.0005715021,0.0000180333,0.00009383749,0.00008043493,0.0001114849,0.0001350422,0.002901247,0.0001624448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957704,0.001975625,0.00007158497,0.0003187115,0.0001579275,0.0003389035,0.00001205662,0.0000712714,0.001283507],"genre_scores_gemma":[0.9964805,0.002503349,0.0001716183,0.0001376997,0.00003139316,0.000008742019,0.00003715786,0.0000171227,0.0006124469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009202691,"threshold_uncertainty_score":0.6160856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02232342676504352,"score_gpt":0.3108712654106821,"score_spread":0.2885478386456386,"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."}}