{"id":"W3193862762","doi":"10.2147/opth.s321371","title":"Combined Pars Plana Vitrectomy and Segmental Scleral Buckle for Rhegmatogenous Retinal Detachment with Inferior Retinal Breaks","year":2021,"lang":"en","type":"article","venue":"Clinical ophthalmology","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; Public Health Ontario; University of Toronto; University Health Network","funders":"","keywords":"Vitrectomy; Pars plana; Scleral buckle; Medicine; Retinal detachment; Ophthalmology; Retinal; Visual acuity; Buckle; Proliferative vitreoretinopathy; Surgery","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":[0.0006845551,0.000273916,0.0009547008,0.00005894661,0.0001377681,0.00002634153,0.0000876694,0.0002749939,0.0003367154],"category_scores_gemma":[0.0003862824,0.0002158629,0.0002681485,0.0001337178,0.0004404482,0.00004353397,0.0001305769,0.0004175084,0.00002303077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003966455,"about_ca_system_score_gemma":0.0003153902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002883549,"about_ca_topic_score_gemma":0.000003716872,"domain_scores_codex":[0.9975803,0.000245358,0.0007575928,0.0006744758,0.0002258783,0.0005163543],"domain_scores_gemma":[0.998045,0.0008016374,0.0001940967,0.0003534054,0.0001921348,0.0004137118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007465186,0.0009476148,0.9760638,0.0001971677,0.000349061,0.0086977,0.00005508749,7.531179e-7,0.001658487,0.0002443061,0.0008542924,0.00346652],"study_design_scores_gemma":[0.009958089,0.008701355,0.9197623,0.0002863421,0.0005188665,0.05147749,0.0002031558,0.0001333407,0.002336053,0.000351092,0.005816166,0.0004557317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942974,0.0003637186,0.0001535507,0.002245655,0.0003948474,0.0005754904,0.00003236212,0.00004659695,0.001890345],"genre_scores_gemma":[0.9914029,0.00007773089,0.005594052,0.001100589,0.0002592106,0.00008701393,0.0002300773,0.00004099143,0.001207485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0563015,"threshold_uncertainty_score":0.8802635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05119388792027599,"score_gpt":0.3594737269077781,"score_spread":0.3082798389875021,"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."}}