{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004997705,0.0002228279,0.0008915138,0.000185445,0.00003442441,0.000006553054,0.0001110178,0.00006709687,0.00002876374],"category_scores_gemma":[0.00003495341,0.0001253737,0.00006280935,0.0002751057,0.0001542328,0.00003757728,0.00002897516,0.0002360099,0.000001374406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000810744,"about_ca_system_score_gemma":0.0002319206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004856956,"about_ca_topic_score_gemma":0.000232575,"domain_scores_codex":[0.9981202,0.0005089211,0.0003847187,0.0003832969,0.000364435,0.0002384035],"domain_scores_gemma":[0.998282,0.0008624948,0.0003229523,0.000369223,0.00009778315,0.00006558334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005890666,0.01109618,0.9502243,0.0000149711,0.000524839,0.00005417694,0.003898967,0.00001151113,0.005653147,0.00002425987,0.0001558489,0.0224511],"study_design_scores_gemma":[0.01389197,0.05063355,0.9268721,0.00003031229,0.0001443785,0.0002291365,0.002037085,0.00001330907,0.005902648,0.000009688683,0.0001370774,0.00009875849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958394,0.0004385019,0.000003155654,0.0006044108,0.00005080511,0.002530428,0.00002874854,0.00001289173,0.0004916544],"genre_scores_gemma":[0.9987019,0.0005262346,0.00008674883,0.0004928113,0.00003023033,0.0001199227,0.00001120173,0.00002939854,0.000001538217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03953737,"threshold_uncertainty_score":0.5112589,"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."}}