{"id":"W3211085456","doi":"10.1093/neuonc/noab252","title":"EANO, SNO and Euracan consensus review on the current management and future development of intracranial germ cell tumors in adolescents and young adults","year":2021,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":148,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Cancer Institute","keywords":"Medicine; Radiation therapy; Germ cell tumors; Germinoma; Chemotherapy; Biopsy; Population; Chemoradiotherapy; Disease; Surgery; Incidence (geometry); Oncology; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001699913,0.0001673111,0.0004087852,0.00006598936,0.00005244771,0.000007237511,0.00003675356,0.00004582466,0.00001489804],"category_scores_gemma":[0.00004568575,0.0001137377,0.00002738909,0.0001250793,0.00007727231,0.000009789935,0.0001050387,0.0002197974,0.000002323912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006523705,"about_ca_system_score_gemma":0.00009895231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004893352,"about_ca_topic_score_gemma":0.00008525747,"domain_scores_codex":[0.9987855,0.0001696948,0.000363813,0.0003385056,0.0001566108,0.0001858722],"domain_scores_gemma":[0.9994428,0.0001051327,0.0001347065,0.0001631653,0.00005137539,0.0001028863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003437873,0.001469766,0.1263662,0.003742329,0.00005434098,0.002976302,0.0008571253,1.397878e-7,0.002490978,0.0001367837,0.001262088,0.8603002],"study_design_scores_gemma":[0.00781839,0.000797967,0.8964119,0.00509267,0.0002808004,0.0006016848,0.0006203102,0.00002363611,0.005022057,0.00001906312,0.08311225,0.0001992803],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695516,0.02350607,2.325767e-7,0.005389427,0.0002581195,0.000799746,0.000005371384,0.000006970792,0.0004824142],"genre_scores_gemma":[0.9621169,0.03614965,0.0001675555,0.001425107,0.00006031449,0.00005800778,0.000007392681,0.00001179051,0.00000331206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8601009,"threshold_uncertainty_score":0.4638089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01489447316629243,"score_gpt":0.2745480269951017,"score_spread":0.2596535538288093,"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."}}