{"id":"W4402327332","doi":"10.1016/j.jcjo.2024.08.008","title":"Time to pars plana vitrectomy in adults with retained lens fragments: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Canadian Journal of Ophthalmology","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; St. Michael's Hospital; University of Toronto","funders":"Physicians' Services Incorporated Foundation","keywords":"Pars plana; Vitrectomy; Meta-analysis; Ophthalmology; Medicine; Internal medicine; Visual acuity","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001195825,0.0004896671,0.0111041,0.002193654,0.00002811688,0.00002648701,0.000214052,0.0002303567,0.002025058],"category_scores_gemma":[0.0004265055,0.0002682738,0.001871661,0.001548404,0.00008255881,0.00005036234,0.00002159449,0.0006590678,0.0001397717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002593255,"about_ca_system_score_gemma":0.001656217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006619934,"about_ca_topic_score_gemma":0.0002026091,"domain_scores_codex":[0.9967832,0.0005750696,0.001586532,0.0003908043,0.0002415016,0.0004228735],"domain_scores_gemma":[0.9975823,0.0001918885,0.0007207532,0.0004109275,0.0002000597,0.0008940416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00002391362,0.00001438431,0.00001559996,0.7153493,0.1214652,0.1616834,0.00006376648,5.831424e-7,9.613061e-9,0.000003787174,0.001223462,0.0001565912],"study_design_scores_gemma":[0.00009965953,0.0002867021,0.000004219374,0.1404388,0.6236522,0.2186926,0.00001322066,6.369213e-7,1.192698e-8,0.000002489849,0.01662201,0.0001874565],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001119946,0.996022,8.109052e-7,0.0008730951,0.00004451907,0.001617256,0.00009932012,0.000002950106,0.00122798],"genre_scores_gemma":[0.000363798,0.9932721,0.0001130462,0.0004522925,0.00004286558,0.0001264328,0.00006336143,0.00006770731,0.00549836],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5749105,"threshold_uncertainty_score":0.9999769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05627856246155302,"score_gpt":0.3223500775409749,"score_spread":0.2660715150794218,"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."}}