{"id":"W3113039004","doi":"10.1093/neuonc/noaa222.252","title":"GCT-33. A PHASE 2 TRIAL OF RESPONSE-BASED RADIATION THERAPY FOR PATIENTS WITH LOCALIZED CENTRAL NERVOUS SYSTEM GERM CELL TUMORS: A CHILDREN’S ONCOLOGY GROUP (COG) STUDY. IMPACT OF RAPID CENTRAL RADIOTHERAPY REVIEW ON RADIOTHERAPY QUALITY AND PATTERN OF FAILURE FOR NON-GERMINOMATOUS GERM CELL TUMORS","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":"Hospital for Sick Children","funders":"","keywords":"Medicine; Contouring; Radiation therapy; Cog; Germ cell tumors; Clinical trial; Central nervous system; Internal medicine; Chemotherapy; Oncology; Nuclear medicine","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":[0.002004666,0.001164653,0.001196306,0.0005061682,0.0002652599,0.0005514249,0.0007033629,0.0007822448,0.003867219],"category_scores_gemma":[0.0009824341,0.0004137703,0.001118921,0.0005373716,0.0008605796,0.0003729154,0.0003204815,0.001787425,0.0006439946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001013009,"about_ca_system_score_gemma":0.001461248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002908788,"about_ca_topic_score_gemma":0.007533175,"domain_scores_codex":[0.9994684,0.0003205554,0.00001479785,0.00006440252,0.00005055407,0.00008140899],"domain_scores_gemma":[0.9994227,0.0001207611,0.0001190308,0.00006034119,0.00002834074,0.0002489303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.7330016,0.03819945,0.02169378,0.001304389,0.001529073,0.0004451677,0.0005541353,0.006293342,0.02714365,0.0004127833,0.008899941,0.1605226],"study_design_scores_gemma":[0.6115503,0.3379483,0.0412428,0.00006529193,0.0006275786,0.0004613075,0.0000852448,0.002043612,0.002207092,0.0002234235,0.003509285,0.00003576993],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942008,0.001208808,0.0002103687,0.0002987845,0.00004207775,0.001821875,0.0009276775,0.00009510526,0.001194515],"genre_scores_gemma":[0.9885421,0.00127863,0.002209786,0.000663235,0.00009442111,0.002528602,0.002956489,0.00005899521,0.00166787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003867219,"threshold_uncertainty_score":0.01293713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02208761623045421,"score_gpt":0.3295291754814321,"score_spread":0.3074415592509779,"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."}}