{"id":"W3111439742","doi":"10.1093/neuonc/noaa222.560","title":"MBRS-54. POOR SURVIVAL IN REPLICATION REPAIR DEFICIENT HYPERMUTANT MEDULLOBLASTOMA AND CNS EMBRYONAL TUMORS: A REPORT FROM THE INTERNATIONAL RRD CONSORTIUM","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Hospital for Sick Children","funders":"","keywords":"Medulloblastoma; Cancer research; Germline mutation; Atypical teratoid rhabdoid tumor; Biology; Medicine; Mutation; Internal medicine; Oncology; Genetics; Gene","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":[0.0003201515,0.0001743167,0.0003977861,0.00006343605,0.00006192506,0.00002024882,0.0001397892,0.000102699,0.0001222572],"category_scores_gemma":[0.00160032,0.0001262234,0.0001086824,0.0001874217,0.0001357586,0.00004353455,0.0001577639,0.0002686357,0.00003221408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001971007,"about_ca_system_score_gemma":0.0003013527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002627267,"about_ca_topic_score_gemma":0.0002517305,"domain_scores_codex":[0.9979861,0.0001504138,0.0005693877,0.000723126,0.0003455125,0.0002254558],"domain_scores_gemma":[0.9983061,0.0007473473,0.0002318507,0.0004271499,0.0001071182,0.0001804199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00104303,0.001198263,0.623027,0.00001667575,0.0001937646,0.01137847,0.001139343,0.00002448841,0.3417355,0.0007747388,0.01394181,0.005526889],"study_design_scores_gemma":[0.005414745,0.001565434,0.78949,0.00006153577,0.0002348506,0.003404108,0.0007265287,0.003924442,0.0181879,0.0001170094,0.1766556,0.0002178656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9203682,0.0002122935,0.00001117628,0.07680354,0.0004108158,0.0005174269,0.00004839744,0.00008781168,0.001540353],"genre_scores_gemma":[0.9899591,0.00006594762,0.0002433516,0.009149349,0.0002948334,0.0001437908,0.0001120305,0.00002161578,0.000009986788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3235477,"threshold_uncertainty_score":0.5147241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03209832332616528,"score_gpt":0.2966887211850777,"score_spread":0.2645903978589124,"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."}}