{"id":"W4379518739","doi":"10.1177/24741264231176137","title":"Pars Plana Vitrectomy for Vitreomacular Traction Resulting in Persistent Postoperative Loculated Foveal Subretinal Fluid","year":2023,"lang":"en","type":"article","venue":"Journal of VitreoRetinal Diseases","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Vitrectomy; Pars plana; Ophthalmology; Medicine; Epiretinal membrane; Macular hole; Foveal; Phacoemulsification; Visual acuity; Optical coherence tomography; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007969324,0.000307777,0.000759062,0.0006925919,0.000146842,0.00005978638,0.0001340386,0.0001172132,0.0000571126],"category_scores_gemma":[0.001220232,0.0002468561,0.001035269,0.0006876345,0.0001230873,0.0002510157,0.0000363059,0.0003766099,0.00001681421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002217485,"about_ca_system_score_gemma":0.000322593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003649886,"about_ca_topic_score_gemma":0.000006823121,"domain_scores_codex":[0.9972487,0.000192501,0.0009724547,0.0003407346,0.0007109394,0.0005346597],"domain_scores_gemma":[0.9978874,0.000431323,0.0004819559,0.0001773563,0.000595072,0.000426905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.080508,0.003515682,0.483974,0.001716027,0.002135696,0.02310059,0.002178804,0.002618925,0.334482,0.0005767458,0.02479289,0.04040059],"study_design_scores_gemma":[0.0150657,0.006431771,0.9209286,0.003297673,0.002313187,0.005127643,0.005143852,0.01485575,0.0133997,0.0005304058,0.01189557,0.00101016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945542,0.001050486,0.00009703009,0.0031003,0.0003293841,0.0005046183,0.00006902764,0.00005860852,0.000236343],"genre_scores_gemma":[0.9981444,0.0002540991,0.000388716,0.0003096069,0.0003996166,0.00002737794,0.0001914817,0.0000481421,0.0002365439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4369545,"threshold_uncertainty_score":0.9999984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02054737334222741,"score_gpt":0.3015197252677827,"score_spread":0.2809723519255553,"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."}}