{"id":"W4399786914","doi":"10.1093/neuonc/noae064.260","title":"GCT-05. UPDATED REPORT ON TREATMENT MODALITIES IN METASTATIC GERMINOMA IN CHILDREN: A MULTI-INSTITUTIONAL ANALYSIS","year":2024,"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":"BC Children's Hospital; Alberta Children's Hospital; Hospital for Sick Children","funders":"","keywords":"Germinoma; Modalities; Medicine; Treatment modality; Oncology; Pediatrics; Radiology; Internal medicine; Radiation therapy; Sociology; Social science","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":[0.001033311,0.0004301618,0.000552098,0.004693895,0.0003323919,0.0007992625,0.0004545669,0.0002768895,0.002303939],"category_scores_gemma":[0.002959526,0.0001984646,0.0009757841,0.008598113,0.0001988067,0.0005853226,0.0005681899,0.0003753577,0.0004364089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000767223,"about_ca_system_score_gemma":0.0007659883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007732827,"about_ca_topic_score_gemma":0.007380438,"domain_scores_codex":[0.998894,0.0002280726,0.0002596467,0.0001839387,0.000305468,0.0001289938],"domain_scores_gemma":[0.9957122,0.0007723555,0.002420617,0.0001850927,0.0005243334,0.0003854985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001433951,0.00002170169,0.9871726,0.00012916,0.0002382976,0.0004045176,0.00006021138,0.0001498569,0.0001427209,0.00003067938,0.00184354,0.009663286],"study_design_scores_gemma":[0.000018622,0.00006620118,0.9930301,0.00007755202,0.0002091099,0.002138711,0.0002043777,0.0001142099,0.0001320108,0.00001859166,0.003982883,0.000007672029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9150112,0.01526723,0.0005346695,0.000266741,0.00007387068,0.0001233595,0.06420888,0.0001163622,0.004397711],"genre_scores_gemma":[0.9442662,0.008461844,0.001269114,0.0001901168,0.0001259544,0.0001271556,0.04499395,0.00005427844,0.0005112478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007732827,"threshold_uncertainty_score":0.01537567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03575014950401181,"score_gpt":0.3392904018806702,"score_spread":0.3035402523766584,"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."}}