{"id":"W4414050374","doi":"10.22603/ssrr.2025-0204","title":"Clinical Characteristics, Management, and Outcomes of Intramedullary Spinal Cord Ependymomas: A Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"article","venue":"Spine Surgery and Related Research","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intramedullary rod; Spinal cord; Ependymoma; Radiation therapy; Resection; Spinal Cord Neoplasm; Adjuvant radiotherapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01155835,0.002522981,0.01547126,0.006428639,0.0006726522,0.002935555,0.001861766,0.001956403,0.00260294],"category_scores_gemma":[0.03042204,0.001301846,0.0332451,0.007945962,0.000705915,0.001598676,0.001345425,0.001406591,0.0002528317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002301733,"about_ca_system_score_gemma":0.004116627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007370984,"about_ca_topic_score_gemma":0.01614338,"domain_scores_codex":[0.9914398,0.003425161,0.002832618,0.0009738089,0.001033903,0.0002946683],"domain_scores_gemma":[0.9853292,0.009948729,0.002611861,0.000552704,0.001364466,0.000193055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000961467,0.00002831628,0.007329291,0.4518151,0.526298,0.0001456725,0.0001115199,0.0005731516,0.0002072811,0.0001469023,0.0007769027,0.01160643],"study_design_scores_gemma":[0.0002606856,0.0001312036,0.005233048,0.03405733,0.9579842,0.0001186855,0.00005315686,0.0001654124,0.00009851131,0.0001822752,0.001690094,0.0000254105],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004677417,0.9934755,0.0004315542,0.0001967507,0.00009633786,0.0002330404,0.0006484552,0.0000195199,0.0002213915],"genre_scores_gemma":[0.1717099,0.8220764,0.002148383,0.0009365026,0.0002423523,0.00125002,0.001323622,0.00002940763,0.0002834853],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01547126,"threshold_uncertainty_score":0.06112713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1166236385981706,"score_gpt":0.4481940278853898,"score_spread":0.3315703892872192,"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."}}