{"id":"W2054051862","doi":"10.1126/science.1198056","title":"The Genetic Landscape of the Childhood Cancer Medulloblastoma","year":2010,"lang":"en","type":"article","venue":"Science","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":719,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Institute of General Medical Sciences; National Cancer Institute; National Institutes of Health; Howard Hughes Medical Institute","keywords":"Medulloblastoma; Childhood cancer; Cancer; Genetics; Biology; Mutation; Oncology; Medicine; Cancer research; 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":[0.0001362434,0.00004199704,0.00005453038,0.00002035147,0.0002208055,0.00001615467,0.0002299049,0.00001316426,0.00005975816],"category_scores_gemma":[0.00009838257,0.00001660117,0.00003486252,0.0003387449,0.0004559151,0.00001924826,0.00005420292,0.0000696869,0.00000941123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008619259,"about_ca_system_score_gemma":0.0002142606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003735273,"about_ca_topic_score_gemma":0.0002697695,"domain_scores_codex":[0.9993753,0.000005240387,0.00007021833,0.0001119086,0.0002970587,0.0001402722],"domain_scores_gemma":[0.9994814,0.00003321896,0.00003822951,0.0003300007,0.00006310545,0.0000540678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006339614,0.0001767653,0.8053231,0.000004280937,0.0000155151,0.000003594464,0.0003966535,0.00000974053,0.1529945,0.0006952381,0.0005971136,0.03977722],"study_design_scores_gemma":[0.0002214338,0.00003295498,0.9130275,0.00001448604,0.00001685102,0.00001961763,0.00003253285,0.0000627408,0.08410208,0.00008579544,0.00236495,0.00001901606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943165,0.0004695587,3.114936e-7,0.003343417,0.000455679,0.0001435435,0.000002055153,0.000005632002,0.001263338],"genre_scores_gemma":[0.9995782,0.00004990421,0.00009026243,0.000137666,0.00004842826,0.00002094249,5.514557e-8,0.000002544203,0.00007199974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1077045,"threshold_uncertainty_score":0.169828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004673184992096994,"score_gpt":0.2518118762716575,"score_spread":0.2471386912795605,"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."}}