{"id":"W3113245969","doi":"10.1093/neuonc/noaa222.760","title":"RARE-50. TREATMENT RESPONSE OF CNS HIGH-GRADE NEUROEPITHELIAL TUMORS WITH MN1 ALTERATION","year":2020,"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":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Radiation therapy; Ependymoma; Radiological weapon; Chemotherapy; Radiology; Oncology; Surgery","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":[0.0002759505,0.00009419456,0.0002319207,0.000174876,0.0001185721,0.0002059556,0.0001277563,0.0001277865,0.001061278],"category_scores_gemma":[0.000755631,0.00002626894,0.0001430049,0.0001449287,0.0001084357,0.0001090294,0.0001328272,0.0001561247,0.0002473713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000456629,"about_ca_system_score_gemma":0.0001806472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007894908,"about_ca_topic_score_gemma":0.001757686,"domain_scores_codex":[0.9998091,0.00004090857,0.0000212049,0.00004020116,0.00003986743,0.00004881843],"domain_scores_gemma":[0.9997107,0.00008916728,0.0000890534,0.00002088552,0.00002889366,0.00006132674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003659163,0.0005800192,0.7365842,0.0001633588,0.0002451604,0.001782584,0.0001436175,0.002248644,0.07043032,0.0001491101,0.001627204,0.1823866],"study_design_scores_gemma":[0.00007266051,0.003444582,0.9722738,0.00001893679,0.000127708,0.004680541,0.00009683611,0.00126963,0.01436388,0.0001250062,0.00351828,0.000008157526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965876,0.0007101779,0.0002471687,0.00006500794,0.00001090572,0.00002475201,0.0002155914,0.00002430337,0.002114432],"genre_scores_gemma":[0.9990342,0.0001088017,0.0001953933,0.00003684157,0.000007046576,0.00001268352,0.0003443433,0.000004341241,0.0002564634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001061278,"threshold_uncertainty_score":0.003550351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02757787070712044,"score_gpt":0.2874370897305876,"score_spread":0.2598592190234672,"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."}}