{"id":"W4242213985","doi":"10.1093/neuonc/noy059.223","title":"EPEN-23. MOLECULAR HETEROGENEITY AMONG PEDIATRIC POSTERIOR FOSSA EPENDYMOMA","year":2018,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Vascular Malformations and Hemangiomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Ependymoma; Histogenesis; Biology; Genetic heterogeneity; Oncology; Gene; Pathology; Genetics; Bioinformatics; Internal medicine; Immunohistochemistry; Medicine; Immunology; Phenotype","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":[0.0002092654,0.0002412696,0.0002948059,0.0007864108,0.0002240929,0.0003455945,0.0002252174,0.0001895247,0.0005475784],"category_scores_gemma":[0.0006575005,0.0001171072,0.000216322,0.0007136434,0.0002607062,0.0002602723,0.000282936,0.0002609802,0.0001681707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002849184,"about_ca_system_score_gemma":0.0002382912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002062602,"about_ca_topic_score_gemma":0.003914394,"domain_scores_codex":[0.999793,0.00001596244,0.00002302154,0.00007925253,0.00005278274,0.00003605524],"domain_scores_gemma":[0.9997007,0.00006094227,0.0001154553,0.00002778054,0.00005129583,0.00004389343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004027411,0.00002879574,0.7690182,0.000126727,0.0001268588,0.004527254,0.00031594,0.001500928,0.1797898,0.0004220298,0.0003594854,0.04338134],"study_design_scores_gemma":[0.00001012105,0.00009427792,0.972328,0.000009775461,0.00006686746,0.01119049,0.0002035446,0.001345358,0.01210534,0.0003887769,0.002248021,0.000009574335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967881,0.0007936812,0.001260675,0.00002744319,0.000003047961,0.00001714832,0.0004782317,0.00001943825,0.0006121917],"genre_scores_gemma":[0.9972868,0.0003432072,0.001190999,0.00001397869,0.000004641399,0.00001855353,0.0009519861,0.00000921066,0.0001805338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002062602,"threshold_uncertainty_score":0.004101217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01858569441091875,"score_gpt":0.2988319316005245,"score_spread":0.2802462371896057,"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."}}