{"id":"W2613390537","doi":"10.1097/md.0000000000006709","title":"Postoperative changes in the retinal thickness and volume after vitrectomy for epiretinal membrane and internal limiting membrane peeling","year":2017,"lang":"en","type":"article","venue":"Medicine","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Vitrectomy; Epiretinal membrane; Pars plana; Medicine; Ophthalmology; Nerve fiber layer; Inner nuclear layer; Retinal; Outer nuclear layer; Ganglion cell layer; Inner plexiform layer; Outer plexiform layer; Diabetic retinopathy; Inner limiting membrane; Visual acuity; Retina; Optical coherence tomography; Optics; Diabetes mellitus","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":[0.001817494,0.0002165353,0.0005000496,0.000129656,0.0002884311,0.0000623754,0.0001390649,0.00008423378,0.00009009436],"category_scores_gemma":[0.001377086,0.0001257152,0.00004744426,0.00005755547,0.0004957568,0.00009790719,0.00008940727,0.0003527069,0.00000187007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001819212,"about_ca_system_score_gemma":0.00002945665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003094675,"about_ca_topic_score_gemma":0.0002364654,"domain_scores_codex":[0.9986342,0.0001018381,0.0002788482,0.0003582911,0.0003087035,0.000318074],"domain_scores_gemma":[0.9989895,0.0003054283,0.000146665,0.0002994445,0.0001368818,0.0001220504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01019591,0.0002458259,0.6753178,0.003237338,0.0002611247,0.003603295,0.03341601,8.630221e-7,0.151103,0.0006802065,0.001780097,0.1201586],"study_design_scores_gemma":[0.00898242,0.002406786,0.9288769,0.006722497,0.0005465759,0.004601507,0.00643746,0.002523654,0.007930224,0.0001988865,0.03024364,0.0005294833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9051709,0.001539391,0.0001265075,0.09075408,0.0002045865,0.0005178505,0.000005541645,0.00001631843,0.001664829],"genre_scores_gemma":[0.9941978,0.0005199166,0.0003710937,0.00290097,0.0008235958,0.0001061048,0.00001416639,0.00002228074,0.001044032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2535591,"threshold_uncertainty_score":0.5126517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02625646813553283,"score_gpt":0.2991194634657403,"score_spread":0.2728629953302074,"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."}}