{"id":"W2439339516","doi":"10.1093/neuonc/now072.20","title":"GC-20THE CHILDREN'S ONCOLOGY GROUP (COG) CURRENT TREATMENT APPROACH FOR CHILDREN WITH NEWLY DIAGNOSED CENTRAL NERVOUS SYSTEM (CNS) NON-GERMINOMATOUS GERM CELL TUMORS (NGGCTs)","year":2016,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Cog; Central nervous system; Germ cell tumors; Germ cell; Medicine; Oncology; Pediatric oncology; Internal medicine; Pediatrics; Biology; Chemotherapy; Genetics; Cancer; Computer science; Artificial intelligence; Gene","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":[0.0004294771,0.0002709391,0.0004749878,0.000383283,0.000360157,0.0004920494,0.0003637327,0.0003568815,0.009020066],"category_scores_gemma":[0.0005433195,0.0001014439,0.0004275628,0.0005953251,0.0002463423,0.0003085757,0.00034826,0.000688263,0.001273477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001549497,"about_ca_system_score_gemma":0.001597197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003655019,"about_ca_topic_score_gemma":0.02128256,"domain_scores_codex":[0.999831,0.00005079988,0.00001223468,0.00003282878,0.00003706765,0.00003609129],"domain_scores_gemma":[0.9996207,0.00003969116,0.00009094585,0.0000313087,0.00003413779,0.0001832775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02385404,0.002864751,0.2713611,0.001565072,0.0008009135,0.0006395745,0.0003574277,0.002048224,0.01244793,0.00372172,0.1826057,0.4977335],"study_design_scores_gemma":[0.01611044,0.01662807,0.5141687,0.000584401,0.0008621288,0.003205808,0.0002465328,0.001076478,0.0048331,0.001993204,0.4402507,0.00004040812],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8679639,0.02063301,0.001221756,0.004187853,0.0007898627,0.001250097,0.02872233,0.0003796215,0.07485149],"genre_scores_gemma":[0.931635,0.009955727,0.005772996,0.0030033,0.0002735171,0.001550251,0.03116198,0.0001552598,0.01649198],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009020066,"threshold_uncertainty_score":0.03017509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01459107902765707,"score_gpt":0.2579989558068601,"score_spread":0.243407876779203,"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."}}