{"id":"W4410634658","doi":"10.3171/2025.2.peds2534","title":"Surgical management of recurrent medulloblastoma: a scoping review","year":2025,"lang":"en","type":"review","venue":"Journal of Neurosurgery Pediatrics","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Medulloblastoma; CINAHL; MEDLINE; Systematic review; Cochrane Library; Psychological intervention; Surgery; Randomized controlled trial; Pathology; Nursing","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":[0.007351966,0.001606737,0.004216087,0.01478641,0.001047927,0.002977751,0.001948387,0.00258395,0.004381636],"category_scores_gemma":[0.03529094,0.0009393065,0.005136148,0.0109098,0.001013725,0.002514198,0.001809204,0.001408331,0.0006836493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002700296,"about_ca_system_score_gemma":0.01194841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006372154,"about_ca_topic_score_gemma":0.01048292,"domain_scores_codex":[0.9937244,0.001815629,0.002707814,0.0004103182,0.001147917,0.0001939911],"domain_scores_gemma":[0.982577,0.01217417,0.002886738,0.0002632885,0.001938432,0.0001602975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001334494,0.00003243087,0.000729947,0.7585441,0.002392289,0.0004258702,0.0006339129,0.0002881491,0.0003345418,0.001030599,0.008121362,0.2273334],"study_design_scores_gemma":[0.0000266486,0.00009184043,0.0009735709,0.9353857,0.007432352,0.0008229867,0.0004253713,0.00007313977,0.000168291,0.0004812684,0.05409763,0.00002121014],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002378328,0.9986765,0.000121168,0.0002711938,0.0001429261,0.0001005653,0.0000741868,0.000004851752,0.0003706752],"genre_scores_gemma":[0.001706243,0.997409,0.0002665422,0.0002241201,0.00009708424,0.0001449427,0.00007208965,0.000002789153,0.00007716999],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01478641,"threshold_uncertainty_score":0.03888136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05358988102570576,"score_gpt":0.382563813120565,"score_spread":0.3289739320948593,"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."}}