{"id":"W4407108557","doi":"10.1016/j.ijrobp.2024.11.027","title":"Differences in Survival Among Infantile, Pediatric and Adult Intracranial Medulloblastoma: A SEER Analysis","year":2025,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medulloblastoma; Medicine; Pediatrics; Oncology; Internal medicine; Pathology","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":[0.0004706965,0.0002147818,0.0003994478,0.0008563791,0.0002320395,0.0003482729,0.0003004828,0.0003198894,0.001918408],"category_scores_gemma":[0.001257837,0.0001453156,0.0008354321,0.0009788773,0.0002032323,0.0003680526,0.0004667273,0.0003831743,0.0002850227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004055513,"about_ca_system_score_gemma":0.0002827502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005308659,"about_ca_topic_score_gemma":0.009212446,"domain_scores_codex":[0.9995885,0.00006791307,0.00003749851,0.000126626,0.00006291208,0.0001164861],"domain_scores_gemma":[0.9992569,0.0001635625,0.0002964715,0.00007965417,0.00006369903,0.0001396177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004318968,0.00001630058,0.9965149,0.000005570811,0.0001490307,0.0001149723,0.00007824256,0.0001347679,0.0004543918,0.00003678966,0.0001006375,0.001962467],"study_design_scores_gemma":[0.000003123109,0.00009966409,0.9991611,0.000001433301,0.00004613977,0.0001871841,0.0001328692,0.0001790687,0.00003918289,0.00002321266,0.0001239424,0.000002914875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989066,0.0001030016,0.00006509853,0.00001442865,0.000001837205,0.000002176552,0.0005652658,0.000003572091,0.0003380402],"genre_scores_gemma":[0.9990321,0.00004943459,0.00002441176,0.000008514071,0.000003335138,0.000002541712,0.0007084089,0.00000422946,0.0001670318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005308659,"threshold_uncertainty_score":0.01055551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009653845788924805,"score_gpt":0.3018803950053116,"score_spread":0.2922265492163867,"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."}}