{"id":"W2617029719","doi":"10.1093/neuonc/nox083.065","title":"EPND-07. MOLECULAR HETEROGENEITY AMONG PEDIATRIC POSTERIOR FOSSA EPENDYMOMA","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":"Hospital for Sick Children","funders":"","keywords":"Ependymoma; Biology; Genetic heterogeneity; Medulloblastoma; Gene; Histogenesis; Disease; Genome; Genetics; Bioinformatics; Pathology; Oncology; Immunohistochemistry; Medicine; Immunology","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":[0.0001846458,0.0002787439,0.0002878508,0.0006523298,0.0002981929,0.0003521523,0.0002891369,0.0002648116,0.001118274],"category_scores_gemma":[0.0007230093,0.0001287364,0.0002532544,0.0007196242,0.0002711156,0.0002638102,0.0003204553,0.0003748501,0.0002629714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003154853,"about_ca_system_score_gemma":0.0002681551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00156867,"about_ca_topic_score_gemma":0.002955711,"domain_scores_codex":[0.9997666,0.00001417175,0.00002386577,0.00009015511,0.00006623826,0.00003892484],"domain_scores_gemma":[0.9996986,0.00006797965,0.0001064098,0.00002587678,0.00004529941,0.00005582284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005419321,0.00005422181,0.8516116,0.0001225018,0.00009673831,0.006859165,0.0003174508,0.0008857363,0.106381,0.0004821271,0.0005952817,0.03205227],"study_design_scores_gemma":[0.00002529909,0.0001337203,0.9600626,0.00001325913,0.00007507261,0.02022789,0.0002708183,0.001173035,0.01354467,0.0005110037,0.003950358,0.00001236689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969378,0.000397493,0.0007310342,0.00002877679,0.000003942705,0.0000197151,0.0008353802,0.0000215344,0.001024433],"genre_scores_gemma":[0.9961738,0.0002617529,0.001144996,0.00002239714,0.000005225757,0.00003018928,0.002026272,0.00001343567,0.0003219161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00156867,"threshold_uncertainty_score":0.003740966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02538188241965737,"score_gpt":0.3188123562769149,"score_spread":0.2934304738572575,"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."}}