{"id":"W4399330956","doi":"10.1097/iae.0000000000004172","title":"IMAGING PREDICTORS OF FUNCTIONAL OUTCOMES AFTER RHEGMATOGENOUS RETINAL DETACHMENT REPAIR","year":2024,"lang":"en","type":"article","venue":"Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto; St. Joseph’s Healthcare Hamilton; St. Michael's Hospital","funders":"","keywords":"Metamorphopsia; Ophthalmology; Visual acuity; Optical coherence tomography; Medicine; Fundus (uterus); External limiting membrane; Retinal; Retinal detachment; Retinal pigment epithelium","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":[0.0003746933,0.0002173437,0.0002337883,0.0004490615,0.0003261008,0.0004167574,0.0002558012,0.0003746657,0.001301807],"category_scores_gemma":[0.002833015,0.0001161977,0.0002837197,0.0003310428,0.0002898451,0.00031855,0.000283017,0.0004763013,0.0001780226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002878455,"about_ca_system_score_gemma":0.0002728634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001524057,"about_ca_topic_score_gemma":0.001966466,"domain_scores_codex":[0.9997854,0.0000404653,0.00002949297,0.00003849071,0.00004948785,0.00005683092],"domain_scores_gemma":[0.9979411,0.0002677774,0.00122475,0.00007826334,0.0001849467,0.0003032019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001013623,0.00002481673,0.9984486,0.00000405517,0.00001388074,0.0001832124,0.00002238691,0.00003779436,0.0001736885,0.000004100707,0.00002347428,0.0009626878],"study_design_scores_gemma":[0.000003782591,0.00009655036,0.9990073,0.000002866419,0.000007684738,0.0006193834,0.00006225187,0.00009130123,0.00006803741,0.000005725029,0.0000333373,0.000001712837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996794,0.0001150715,0.00002809887,0.00001885044,0.000001865744,0.00000274206,0.00004523625,0.000001527832,0.0001071156],"genre_scores_gemma":[0.9998105,0.0000285916,0.00001884364,0.000005189042,0.00000405468,0.000002401661,0.00008554653,5.124865e-7,0.00004434026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001524057,"threshold_uncertainty_score":0.004354954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01036818055298767,"score_gpt":0.2528641094734378,"score_spread":0.2424959289204502,"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."}}