{"id":"W2617712430","doi":"10.1093/neuonc/nox083.095","title":"HGG-06. CHARACTERIZING TEMPORAL GENOMIC HETEROGENEITY IN PEDIATRIC HIGH-GRADE GLIOMAS","year":2017,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University Health Centre; McGill University","funders":"","keywords":"ATRX; Biology; IDH1; Epigenetics; Cancer research; Mutation; Histone; Genetics; Somatic evolution in cancer; Cancer; 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":[0.0004666735,0.0002207477,0.000293891,0.0009281302,0.0003195455,0.0004841058,0.0003405696,0.0003463282,0.003431936],"category_scores_gemma":[0.0008733178,0.0001718233,0.0002096891,0.001303128,0.0001564948,0.0001522467,0.0004624239,0.0002630411,0.0009850806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003190372,"about_ca_system_score_gemma":0.0004893608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003780695,"about_ca_topic_score_gemma":0.00638107,"domain_scores_codex":[0.99972,0.00005086691,0.00002127987,0.00007448527,0.00006608047,0.00006722692],"domain_scores_gemma":[0.999433,0.0001119583,0.00009538573,0.0001217749,0.00008912176,0.0001486975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002823795,0.0001601795,0.8285868,0.0002889714,0.0001933584,0.002602382,0.0006645634,0.00163256,0.07579564,0.0007100398,0.02269229,0.0638494],"study_design_scores_gemma":[0.0001026349,0.0002537817,0.9594909,0.00002464284,0.00008564976,0.004156218,0.000214,0.00111365,0.008964738,0.000303578,0.02527887,0.00001141758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9578328,0.0005240425,0.00275481,0.0001454271,0.00002568411,0.0001281816,0.03290417,0.0004181535,0.005266703],"genre_scores_gemma":[0.881234,0.0005090535,0.006366963,0.0001870706,0.00004663338,0.0002051051,0.1087404,0.000300411,0.002410347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003780695,"threshold_uncertainty_score":0.01148099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03799632797195328,"score_gpt":0.3160771669475253,"score_spread":0.278080838975572,"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."}}