{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005709567,0.0003442647,0.0003027101,0.001094009,0.0005620661,0.0006611147,0.0003559205,0.0003358337,0.001106363],"category_scores_gemma":[0.001396383,0.0001399029,0.0002630865,0.0007163699,0.0003643189,0.0001661726,0.000464621,0.0002717325,0.0002938961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004615172,"about_ca_system_score_gemma":0.0004155177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007478001,"about_ca_topic_score_gemma":0.004967842,"domain_scores_codex":[0.9996061,0.00005662513,0.00004544389,0.000117575,0.0000875199,0.00008687311],"domain_scores_gemma":[0.9991096,0.0001377231,0.0002594831,0.0001541581,0.0001328357,0.0002062277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005731632,0.00006748976,0.9720548,0.00003980229,0.0001358663,0.00913568,0.0003619792,0.00007070283,0.005712003,0.00009946167,0.0008890965,0.01085977],"study_design_scores_gemma":[0.00004258511,0.0002940629,0.9633088,0.00002569647,0.0001765774,0.02886039,0.0004296335,0.000221997,0.002698209,0.00005070749,0.003872991,0.00001836873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969153,0.0009814309,0.0001860661,0.00008708568,0.0000114214,0.00001898177,0.0005692255,0.00002046012,0.001209994],"genre_scores_gemma":[0.9986936,0.0002032111,0.00007925626,0.0000359661,0.00001208207,0.000008801691,0.0007483062,0.000006877696,0.0002119432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007478001,"threshold_uncertainty_score":0.01486892,"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."}}