{"id":"W4396814288","doi":"10.1159/000537814","title":"Epiretinal Membrane Formation following Rhegmatogenous Retinal Detachment Repair: A Retrospective Cohort Study","year":2024,"lang":"en","type":"article","venue":"Ophthalmologica","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of British Columbia; University of Toronto","funders":"","keywords":"Retinal detachment; Epiretinal membrane; Medicine; Ophthalmology; Retrospective cohort study; Incidence (geometry); Proliferative vitreoretinopathy; Retinopathy; Retinal; Surgery; Vitrectomy; Visual acuity; Optics","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":[0.001163605,0.0002408591,0.0004236005,0.0007902816,0.0004195977,0.0006029909,0.0003991237,0.0003379493,0.001010064],"category_scores_gemma":[0.002247325,0.0003504558,0.0006342745,0.00108778,0.0002373536,0.0005174002,0.0004639793,0.0004256526,0.0001544143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003024579,"about_ca_system_score_gemma":0.0004717305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002883364,"about_ca_topic_score_gemma":0.003579226,"domain_scores_codex":[0.9992006,0.0001456069,0.0001234579,0.0002542342,0.0001650268,0.0001111994],"domain_scores_gemma":[0.9981658,0.000201361,0.001063983,0.000239873,0.0001686038,0.0001603422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006810635,0.00001484577,0.9990643,0.00001090688,0.00005024578,0.0001021668,0.00003242487,0.00001042516,0.00008800488,0.000007456796,0.00003355387,0.0005176306],"study_design_scores_gemma":[0.000008477877,0.0001408829,0.9983341,0.0000116519,0.00005999308,0.0009672512,0.0001433354,0.00007487865,0.00005320321,0.00001140416,0.0001916042,0.000003365497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999023,0.0003850689,0.0001205464,0.00001699007,0.000006044047,0.00001496951,0.0002760717,0.000002142792,0.0001552222],"genre_scores_gemma":[0.9993932,0.0001622378,0.00007453466,0.00001802057,0.000009234782,0.00001411123,0.0002741301,0.000001062693,0.00005342829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002883364,"threshold_uncertainty_score":0.006153762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02311750830665248,"score_gpt":0.3050565076517711,"score_spread":0.2819389993451186,"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."}}