{"id":"W4365453711","doi":"10.1093/noajnl/vdad032","title":"Characterization of recurrence patterns and outcomes of medulloblastoma in adults: The University of Texas MD Anderson Cancer Center experience","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"National Cancer Institute; University of Texas MD Anderson Cancer Center; National Institutes of Health","keywords":"Medulloblastoma; Medicine; Radiation therapy; Chemotherapy; Surgery; Single Center; Pediatrics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004332292,0.00006760949,0.0002480392,0.0000773666,0.00002019522,6.853801e-7,0.00006067664,0.00003502656,0.00003065473],"category_scores_gemma":[0.00004666023,0.00004778355,0.00002807399,0.0001893228,0.0001793525,0.00007666261,0.00003773919,0.00005111046,6.912103e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002104404,"about_ca_system_score_gemma":0.00002710808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001209761,"about_ca_topic_score_gemma":0.000643502,"domain_scores_codex":[0.9994636,0.00005244797,0.0001503114,0.0001465512,0.00009316629,0.00009391055],"domain_scores_gemma":[0.9994772,0.0001856139,0.0001670449,0.0001002429,0.00004628747,0.00002360362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002027442,0.0001722438,0.9615212,0.00009041673,0.00001438069,0.00002950209,0.002304941,0.000004576657,0.02249834,0.0000121118,0.00001159718,0.01313796],"study_design_scores_gemma":[0.001427933,0.0003554038,0.9665012,0.0001871969,0.00002047189,0.000004666558,0.001433544,0.00004331925,0.02913306,0.000004728328,0.0008572178,0.00003126292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983844,0.000205331,0.000005991078,0.0009575682,0.0001296054,0.0002246674,0.00005438881,0.00000731494,0.00003071344],"genre_scores_gemma":[0.9924737,0.007406935,0.00001534382,0.00007384488,0.000005910199,0.000007225965,0.000009454734,0.000003420276,0.0000042293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0131067,"threshold_uncertainty_score":0.1948556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01452103506637807,"score_gpt":0.2915830530731753,"score_spread":0.2770620180067972,"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."}}