{"id":"W4244757840","doi":"10.1093/neuonc/noz036.192","title":"MEDU-34. PILOT STUDY OF A SURGERY AND CHEMOTHERAPY-ONLY APPROACH IN THE UPFRONT THERAPY OF CHILDREN WITH WNT-POSITIVE STANDARD RISK MEDULLOBLASTOMA","year":2019,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Medulloblastoma; Radiation therapy; Oncology; Vincristine; Chemotherapy; Internal medicine; Surgery; Adjuvant therapy; Cyclophosphamide; Pathology","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":[0.0008578328,0.0006857952,0.0008253602,0.000361984,0.0006993718,0.0002984455,0.000531744,0.0007224993,0.00200985],"category_scores_gemma":[0.001198975,0.0002803523,0.0007917797,0.0002828085,0.0007208844,0.0003517507,0.0003783242,0.001139483,0.0003971701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001017431,"about_ca_system_score_gemma":0.002005734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004179054,"about_ca_topic_score_gemma":0.005998382,"domain_scores_codex":[0.9994512,0.0002614857,0.0000381956,0.0001033465,0.00004088648,0.0001047912],"domain_scores_gemma":[0.9989767,0.0002621719,0.0001135189,0.00009317205,0.00006574988,0.0004887391],"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":[0.3746662,0.2859307,0.1582708,0.0005539006,0.0007015066,0.005495539,0.002370538,0.003526917,0.04133026,0.0004647337,0.00167672,0.1250122],"study_design_scores_gemma":[0.02424688,0.8843157,0.08364158,0.00002066113,0.0002005076,0.001008601,0.0002500174,0.0007957917,0.003753326,0.00006563482,0.001681095,0.00002018569],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989818,0.00007201682,0.00009454966,0.00005015727,0.0000101274,0.0003774432,0.0001423726,0.000009467729,0.0002621362],"genre_scores_gemma":[0.9970562,0.0001813593,0.0009117807,0.0001244161,0.000050625,0.0007552241,0.0004660261,0.000007018347,0.0004472586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004179054,"threshold_uncertainty_score":0.008309484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01923915387060987,"score_gpt":0.269810175691131,"score_spread":0.2505710218205212,"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."}}