{"id":"W4416139917","doi":"10.1093/neuonc/noaf201.1269","title":"NCOG-02. Conquering Infant Medulloblastoma in Resource-Limited Settings: Challenges, Opportunities, and Treatment Outcomes","year":2025,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medulloblastoma; Radiation therapy; Chemotherapy; Disease; Karnofsky Performance Status; Clinical trial","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":[0.0004962549,0.0001006118,0.0001736809,0.0004594686,0.0005127958,0.0006919648,0.0003138082,0.0002062556,0.003180377],"category_scores_gemma":[0.001789922,0.00005469652,0.000114965,0.001317015,0.0001943958,0.000407208,0.0005927088,0.0002934492,0.0004982178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001246015,"about_ca_system_score_gemma":0.002316418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0118833,"about_ca_topic_score_gemma":0.03437601,"domain_scores_codex":[0.9996319,0.00007316768,0.00004908405,0.00003912852,0.00007420602,0.0001324702],"domain_scores_gemma":[0.9980514,0.0001428029,0.0008617367,0.00004387555,0.0002533172,0.0006468528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001700306,0.00008144259,0.9510588,0.0001446702,0.00001612143,0.001285379,0.0001950017,0.00007820569,0.0003703896,0.0001556364,0.005457188,0.04098703],"study_design_scores_gemma":[0.00003260752,0.0002282458,0.9649773,0.0004260666,0.00005065498,0.006855509,0.003995994,0.0003203329,0.000579269,0.0002785079,0.02224497,0.00001072805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761139,0.005015526,0.0002691517,0.002842827,0.00006430641,0.0001208756,0.004053601,0.00003841226,0.01148136],"genre_scores_gemma":[0.9853575,0.004124871,0.001173199,0.000737023,0.00009575024,0.0001379491,0.006214778,0.00003341828,0.002125636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0118833,"threshold_uncertainty_score":0.02362823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04901578176062894,"score_gpt":0.3103657034203307,"score_spread":0.2613499216597018,"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."}}