{"id":"W4388499719","doi":"10.1080/02713683.2023.2280440","title":"Quality of Life after Pars Plana Vitrectomy, Scleral Buckle, or Pneumatic Retinopexy for Rhegmatogenous Retinal Detachment: A Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"Current Eye Research","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Pars plana; Vitrectomy; Retinal detachment; Medicine; Ophthalmology; Scleral buckle; Scleral buckling; Cochrane Library; Meta-analysis; Quality of life (healthcare); Surgery; Retinal; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0119717,0.0008318607,0.01013967,0.00230415,0.000214903,0.0001023765,0.0006797898,0.0004436352,0.001206771],"category_scores_gemma":[0.004357933,0.0005099954,0.008978307,0.004239205,0.0003927542,0.00007150771,0.0004902208,0.001639718,0.0003212381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002668832,"about_ca_system_score_gemma":0.002084354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001696067,"about_ca_topic_score_gemma":0.00005723652,"domain_scores_codex":[0.9880195,0.0031203,0.003124469,0.001341162,0.00297284,0.001421686],"domain_scores_gemma":[0.991289,0.004145908,0.000997133,0.001670203,0.001073331,0.000824423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002727452,0.001363771,0.001101308,0.4399904,0.2461892,0.0002770108,0.0002821196,0.00000126436,0.000005407649,0.0001419402,0.006724169,0.301196],"study_design_scores_gemma":[0.0007943368,0.0004495471,0.00050759,0.008385541,0.2377717,0.00002439489,0.00007634836,0.00005360236,0.000005419523,0.00008806413,0.7510685,0.0007750101],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008179054,0.9926276,0.0001348575,0.0001532209,0.0002305416,0.004656389,0.001142072,0.00008970091,0.0001477223],"genre_scores_gemma":[0.0006295429,0.9902859,0.0002478538,0.00001865003,0.0003032961,0.00417284,0.001388305,0.0001601317,0.002793501],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7443443,"threshold_uncertainty_score":0.9997352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7562399704125827,"score_gpt":0.5955909256928058,"score_spread":0.1606490447197769,"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."}}