{"id":"W7135089200","doi":"10.1093/neuped/wuaf001.247","title":"QOL-01. Curing Sonic Hedgehog (SHH) Medulloblastoma without Irradiation: Investigating Late Effects in Survivorship","year":2025,"lang":"en","type":"article","venue":"Neuro-Oncology Pediatrics","topic":"Hedgehog Signaling Pathway Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medulloblastoma; Neurocognitive; Sonic hedgehog; Survivorship curve; Quality of life (healthcare); Young adult; Cognition; Performance status","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007462751,0.0003720882,0.0004910736,0.0003429498,0.000220246,0.00003672911,0.0003398393,0.0005071296,0.000004193308],"category_scores_gemma":[0.002572457,0.0004095195,0.0001249443,0.0007922209,0.0001923425,0.00001146398,0.0003924313,0.0005542117,0.00002719963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001321382,"about_ca_system_score_gemma":0.0005836472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005064631,"about_ca_topic_score_gemma":0.0005471481,"domain_scores_codex":[0.9971681,0.0005689859,0.0005757822,0.0007949578,0.000211263,0.0006808661],"domain_scores_gemma":[0.998392,0.0006458024,0.0002391208,0.0004540244,0.0001167542,0.000152323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001018998,0.0001613342,0.7237908,0.0004063463,0.00006526162,0.0001157269,0.0004662157,0.001946452,0.2677608,0.0002630553,0.002863384,0.002058765],"study_design_scores_gemma":[0.01379166,0.003986218,0.6559251,0.0003338451,0.0007335058,0.0001266934,0.0005641496,0.004621017,0.2356964,0.003256158,0.0777919,0.003173366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921328,0.002300461,0.0004075906,0.0008869444,0.001997034,0.0004985224,0.000007434667,0.0000858342,0.001683387],"genre_scores_gemma":[0.9953353,0.0004576793,0.0008349483,0.002006787,0.0009445448,0.0001165946,0.00003257189,0.00005219284,0.0002194034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07492851,"threshold_uncertainty_score":0.9998357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01338133695695963,"score_gpt":0.280304396323884,"score_spread":0.2669230593669244,"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."}}