{"id":"W4232645866","doi":"10.1093/neuonc/noaa222.495","title":"MBCL-19. CHEMOTHERAPY STRATEGIES FOR YOUNG CHILDREN NEWLY DIAGNOSED WITH DESMOPLASTIC/EXTENSIVE NODULAR MEDULLOBLASTOMA UP TO THE ERA OF MOLECULAR PROFILING – A COMPARATIVE OUTCOMES ANALYSIS OF PROSPECTIVE MULTI-CENTER EUROPEAN AND NORTH AMERICAN TRIALS","year":2020,"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":"Alberta Children's Hospital","funders":"","keywords":"Medulloblastoma; Medicine; Induction chemotherapy; Chemotherapy; Oncology; Clinical trial; Internal medicine; Methotrexate; Cytarabine; Surgery; 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":[0.005247489,0.0004024632,0.001089677,0.001200653,0.000187346,0.0008691769,0.000432761,0.0004975069,0.001364788],"category_scores_gemma":[0.003747195,0.0002054429,0.001941103,0.001094212,0.000419429,0.000639511,0.0003458482,0.0006003146,0.0001621996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001076219,"about_ca_system_score_gemma":0.0008064812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000927522,"about_ca_topic_score_gemma":0.004123164,"domain_scores_codex":[0.9970982,0.001876732,0.0003353103,0.0002965163,0.0002427228,0.0001505472],"domain_scores_gemma":[0.9966242,0.001117174,0.001559616,0.0001418438,0.0002055059,0.0003516945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.5150717,0.002507785,0.07596968,0.006764673,0.02501781,0.0002426294,0.0001931023,0.002039482,0.005249398,0.0005615366,0.001532127,0.3648501],"study_design_scores_gemma":[0.2792992,0.3021789,0.3094108,0.004440435,0.06052718,0.002020472,0.0006029216,0.002010536,0.006736329,0.0009328909,0.03169857,0.0001417359],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8010064,0.1914924,0.0005655659,0.0005049258,0.0001459212,0.001262878,0.001597626,0.00003266684,0.003391719],"genre_scores_gemma":[0.9752864,0.02071386,0.0009992751,0.0004586155,0.000113409,0.0006242614,0.001312489,0.000009183289,0.0004826067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005247489,"threshold_uncertainty_score":0.02775168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03707217594381081,"score_gpt":0.3285164730104874,"score_spread":0.2914442970666766,"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."}}