{"id":"W4394989307","doi":"10.7759/cureus.58652","title":"Surgically-Induced Necrotizing Scleritis After Pars Plana Vitrectomy: A Case Report","year":2024,"lang":"en","type":"article","venue":"Cureus","topic":"Ocular Diseases and Behçet’s Syndrome","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Vitrectomy; Pars plana; Scleritis; Surgery; Immunosuppression; Retinal detachment; Dermatology; Ophthalmology; Retinal; Uveitis; Visual acuity; Internal medicine","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":[0.0005324084,0.002753584,0.001764282,0.003278224,0.003852078,0.00244403,0.001341932,0.006300996,0.002341349],"category_scores_gemma":[0.002237617,0.001675648,0.001997259,0.002054456,0.00238871,0.002409005,0.002353622,0.003601532,0.001103984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001335583,"about_ca_system_score_gemma":0.001114414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00234002,"about_ca_topic_score_gemma":0.002923868,"domain_scores_codex":[0.9988058,0.0001541059,0.000155821,0.0002715061,0.0001909619,0.0004217728],"domain_scores_gemma":[0.9981875,0.0004450557,0.0005054128,0.0002262371,0.0001016937,0.0005341279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00001734811,0.00004900541,0.003568414,0.00002850139,0.00001159845,0.9949189,0.0001470745,0.00002914847,0.000363232,0.00008118105,0.0001307113,0.0006548131],"study_design_scores_gemma":[0.000006407102,0.00003433751,0.001653095,0.000007885194,0.000009919909,0.9977564,0.00007903137,0.00006939364,0.000141648,0.00004350037,0.000191819,0.000006522806],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658205,0.01397283,0.005606035,0.002987481,0.000632412,0.0003283468,0.0002488735,0.0002943705,0.01010903],"genre_scores_gemma":[0.9920529,0.003121951,0.001459849,0.000727092,0.001208886,0.00004501478,0.00009907007,0.00002162597,0.00126359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006300996,"threshold_uncertainty_score":0.009690344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02121909783173322,"score_gpt":0.2972142215328624,"score_spread":0.2759951237011292,"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."}}