{"id":"W4380354323","doi":"10.1093/neuonc/noad073.117","title":"EPEN-13. PATTERN OF RELAPSE IN POSTERIOR FOSSA EPENDYMOMA GROUP A","year":2023,"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":"Medicine; Ependymoma; Neurosurgery; Radiation therapy; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00015723,0.0001766151,0.0001726514,0.0005971694,0.0002708043,0.0002653153,0.000204134,0.0002286006,0.001231654],"category_scores_gemma":[0.0007167851,0.00007807178,0.0001559085,0.0003816365,0.0002942521,0.000151897,0.0001859951,0.0001841156,0.0003225469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004732858,"about_ca_system_score_gemma":0.0002920642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008997343,"about_ca_topic_score_gemma":0.01195865,"domain_scores_codex":[0.9998515,0.00001624311,0.00001789601,0.00003589194,0.00003253952,0.0000459375],"domain_scores_gemma":[0.9995828,0.00005883263,0.0001825311,0.00001928201,0.00004990985,0.0001065671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002059798,0.00001771609,0.988158,0.00001879809,0.00001277743,0.004422368,0.0001290259,0.0000501032,0.002571033,0.00001196631,0.0001744343,0.004227754],"study_design_scores_gemma":[0.000006947058,0.0001106673,0.9872091,0.000006841467,0.0000108281,0.0115761,0.0001717063,0.00009751056,0.0005363201,0.00001108403,0.0002590608,0.000003885553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998834,0.0003074298,0.00004524858,0.00001591442,0.000002866718,0.000005330403,0.0001184739,0.000004318594,0.0006663825],"genre_scores_gemma":[0.9995691,0.00006648443,0.00003767615,0.000008058857,0.000003208311,0.000003346312,0.0001579819,0.000001358766,0.0001527596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008997343,"threshold_uncertainty_score":0.01788998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02625450403093505,"score_gpt":0.3063737258674627,"score_spread":0.2801192218365277,"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."}}