{"id":"W4408656076","doi":"10.3390/curroncol32030180","title":"Pediatric CNS Radiation Oncology: Recent Developments and Novel Techniques","year":2025,"lang":"en","type":"review","venue":"Current Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; McGill University Health Centre; London Health Sciences Centre; Princess Margaret Cancer Centre; Stollery Children's Hospital","funders":"","keywords":"Medicine; Radiation oncology; Radiation therapy; Medical physics; Germinoma; Proton therapy; Intensive care medicine; Bioinformatics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006071511,0.0006265425,0.0008716215,0.001964372,0.0002262048,0.001046687,0.000591522,0.0006731536,0.004068831],"category_scores_gemma":[0.0008384531,0.0002444842,0.0005996599,0.001962247,0.000412437,0.001342042,0.0005370431,0.001482585,0.001633911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000640814,"about_ca_system_score_gemma":0.00114435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001488343,"about_ca_topic_score_gemma":0.002414205,"domain_scores_codex":[0.9997968,0.00003729933,0.00003577998,0.00004195328,0.00006846488,0.00001981665],"domain_scores_gemma":[0.9996001,0.000213012,0.0000561142,0.00001214488,0.00009458932,0.00002401205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006289547,0.00004709709,0.0002382704,0.02277202,0.00008885243,0.000247305,0.00009220908,0.0004469181,0.001301561,0.004363452,0.01769535,0.9526442],"study_design_scores_gemma":[0.000007752791,0.00007960495,0.0006949134,0.00396081,0.0001174709,0.001669434,0.0000676323,0.00008591561,0.0004657524,0.001750857,0.9910855,0.00001443308],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001168606,0.9984352,0.0001023952,0.0002539675,0.0001178557,0.000002847734,0.00001122439,0.000005694162,0.0009539012],"genre_scores_gemma":[0.0006458585,0.9986683,0.0001522434,0.000120263,0.0001298128,0.000002584946,0.0000160784,0.000001441207,0.0002634108],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004068831,"threshold_uncertainty_score":0.01361156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1612638910890513,"score_gpt":0.481766152267406,"score_spread":0.3205022611783547,"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."}}