{"id":"W2997503641","doi":"10.1093/neuonc/noz175.767","title":"PDCT-03. CHEMOTHERAPY STRATEGIES FOR YOUNG CHILDREN NEWLY DIAGNOSED WITH MEDULLOBLASTOMA UP TO THE ERA OF MOLECULAR PROFILING – A COMPARATIVE OUTCOMES ANALYSIS","year":2019,"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; University of Calgary","funders":"","keywords":"Medulloblastoma; Medicine; Chemotherapy; Methotrexate; Oncology; Internal medicine; Clinical trial; Radiation therapy; 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":[0.002644527,0.0003195815,0.001012946,0.001123895,0.0001917934,0.0008030112,0.0004805113,0.0004639231,0.002298163],"category_scores_gemma":[0.003286586,0.0001504282,0.002209184,0.00163297,0.0003400234,0.0006047183,0.0003674643,0.0007202262,0.0002599645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001558145,"about_ca_system_score_gemma":0.001438625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001623791,"about_ca_topic_score_gemma":0.003195374,"domain_scores_codex":[0.9985042,0.0006851167,0.0002506896,0.000197933,0.000247504,0.0001146274],"domain_scores_gemma":[0.997283,0.0008144046,0.001195635,0.0001235715,0.0002414673,0.0003419292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4509706,0.005112551,0.1183004,0.009196087,0.01777064,0.000450544,0.0002559492,0.003045471,0.003840743,0.0009266317,0.002699832,0.3874306],"study_design_scores_gemma":[0.1204554,0.4031628,0.3791994,0.004341915,0.03931221,0.003563362,0.0007650717,0.002243275,0.005774364,0.0008057093,0.04026305,0.000113502],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9039893,0.0809871,0.000883946,0.0004387743,0.0001576145,0.001518974,0.005771373,0.00003499803,0.006217984],"genre_scores_gemma":[0.9766638,0.01664915,0.001169619,0.000381161,0.0001074961,0.0009830567,0.003549445,0.00001031019,0.0004860311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002644527,"threshold_uncertainty_score":0.01398575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01554865097900922,"score_gpt":0.3113784831430785,"score_spread":0.2958298321640693,"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."}}