{"id":"W2103988492","doi":"10.1200/jco.2009.23.5952","title":"Universal Poor Survival in Children With Medulloblastoma Harboring Somatic <i>TP53</i> Mutations","year":2010,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":156,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Medulloblastoma; Medicine; Oncology; Internal medicine; Hazard ratio; Radiation therapy; Mutation; Pathology; Confidence interval; Biology; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001119178,0.0001136101,0.0009038585,0.0001781349,0.00003092183,0.000008482486,0.0001092344,0.0002080088,0.0001026955],"category_scores_gemma":[0.001025506,0.00007358148,0.0002147761,0.00017885,0.0001556308,0.0001064429,0.00002403552,0.0009275493,0.00001608385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007847745,"about_ca_system_score_gemma":0.0009780201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004487373,"about_ca_topic_score_gemma":0.0005637086,"domain_scores_codex":[0.9981037,0.0001533234,0.001126805,0.000137614,0.0002868426,0.0001917057],"domain_scores_gemma":[0.9974717,0.001129873,0.0007419653,0.000136705,0.0001992399,0.0003204496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00045471,0.002638225,0.978381,0.000004788899,0.0004061302,0.0008558308,0.00005265114,0.00002668455,0.0006332119,0.0002886956,0.0001484447,0.01610967],"study_design_scores_gemma":[0.01332895,0.005094488,0.977931,0.00007075998,0.0004712551,0.0007901365,0.0001129891,0.00006746746,0.0003401692,0.0001130852,0.001613007,0.00006675154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917601,0.00003788375,0.00002314253,0.006163328,0.0006569754,0.0001781967,0.000002246255,0.000008576959,0.001169602],"genre_scores_gemma":[0.995377,0.00003695096,0.003661293,0.0003745221,0.0005090442,0.000003561929,0.000002502023,0.00001405138,0.00002104629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01604292,"threshold_uncertainty_score":0.4029792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03987580452525163,"score_gpt":0.3895007123319772,"score_spread":0.3496249078067256,"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."}}