{"id":"W3111985146","doi":"10.1093/neuonc/noaa222.484","title":"MBCL-08. INTEGRATIVE MOLECULAR ANALYSIS OF PATIENT-MATCHED DIAGNOSTIC AND RELAPSED MEDULLOBLASTOMAS","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medulloblastoma; Oncology; Internal medicine; Copy-number variation; Exome; Cohort; Biology; Exome sequencing; Gene; Medicine; Bioinformatics; Cancer research; Genome; Genetics; Mutation","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":[0.0008105201,0.000196769,0.0004804937,0.001234653,0.0003198698,0.0004774514,0.0005032648,0.0002559449,0.001986415],"category_scores_gemma":[0.001241853,0.0001421319,0.0002975341,0.0007152839,0.0001786574,0.0001462829,0.0005076361,0.0001987212,0.0005189286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005993173,"about_ca_system_score_gemma":0.0004632253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00465673,"about_ca_topic_score_gemma":0.005625526,"domain_scores_codex":[0.9995195,0.00007588221,0.00004931011,0.0001633044,0.0001089262,0.00008315311],"domain_scores_gemma":[0.9994791,0.00009093037,0.0001449809,0.0001031208,0.00007922621,0.0001026422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003713861,0.000212116,0.7644974,0.0001237178,0.0002531833,0.000821604,0.0003721924,0.000859647,0.171672,0.0001701669,0.001090445,0.05621361],"study_design_scores_gemma":[0.0001128507,0.0007427471,0.9654417,0.00001017978,0.0001791072,0.002983282,0.0002077535,0.002103726,0.02433339,0.0001310493,0.003742584,0.00001158323],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967486,0.0002031405,0.0004840203,0.00003139682,0.000003358361,0.00003733531,0.001953966,0.00006188284,0.0004763063],"genre_scores_gemma":[0.9944813,0.00004522065,0.00108701,0.0000217936,0.000005243024,0.00004006801,0.004041701,0.00001602356,0.0002617027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00465673,"threshold_uncertainty_score":0.009259284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007042168819649711,"score_gpt":0.2456729834541637,"score_spread":0.238630814634514,"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."}}