{"id":"W2809463855","doi":"10.1093/neuonc/noy059.400","title":"LGG-60. THE GENETIC LANDSCAPE OF PEDIATRIC LOW-GRADE GLIOMAS: INCIDENCE, PROGNOSIS AND RESPONSE TO THERAPY","year":2018,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Neuroblastoma Research and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Cohort; IDH1; Oncology; Internal medicine; Incidence (geometry); Targeted therapy; Glioma; Cumulative incidence; Pathology; Cancer research; Mutation; Cancer; Gene; Biology; Genetics","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":[0.0003069906,0.0001553066,0.0002968567,0.0003030756,0.000104466,0.00001300014,0.0001741691,0.00009287877,0.00007346139],"category_scores_gemma":[0.0005344938,0.00009720347,0.00005824717,0.0006395091,0.0002377142,0.00003390127,0.0001270732,0.0002038919,0.00008612227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004344192,"about_ca_system_score_gemma":0.0003882331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002234248,"about_ca_topic_score_gemma":0.00003555898,"domain_scores_codex":[0.9982132,0.0004677215,0.0002474631,0.0003497216,0.0003111659,0.0004106987],"domain_scores_gemma":[0.9982159,0.0009363463,0.00008769786,0.000351971,0.0001529504,0.0002552011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01439982,0.001080924,0.2804254,0.00004406193,0.0001063908,0.001589725,0.001265158,0.000001118385,0.6655107,0.00001185799,0.006459827,0.02910504],"study_design_scores_gemma":[0.006378939,0.03617211,0.8293599,0.00001939221,0.000126957,0.0008352958,0.0001333702,0.00006862504,0.1000759,0.00008877645,0.0265856,0.0001550314],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929892,0.0004959058,0.000005093799,0.00498173,0.00014278,0.0009825532,0.00000752111,0.00003501112,0.0003601437],"genre_scores_gemma":[0.9967904,0.0008261041,0.0002454713,0.00156914,0.0003525714,0.0001281365,0.000001211394,0.00002649402,0.00006044731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5654348,"threshold_uncertainty_score":0.3963842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02530242724296016,"score_gpt":0.3326451749118376,"score_spread":0.3073427476688774,"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."}}