{"id":"W4312114812","doi":"10.1200/jco.21.02968","title":"Outcomes of Infants and Young Children With Relapsed Medulloblastoma After Initial Craniospinal Irradiation–Sparing Approaches: An International Cohort Study","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Princess Margaret Cancer Centre; University Health Network; University of Alberta; University of Toronto; Western University; BC Children's Hospital; Université Laval; Hospital for Sick Children; Université de Montréal; Dalhousie University; Centre Hospitalier Universitaire Sainte-Justine; SickKids Foundation; University of British Columbia; Alberta Children's Hospital; Stollery Children's Hospital; Izaak Walton Killam Health Centre","funders":"Brain Tumour Charity; Cancer Research UK","keywords":"Medicine; Medulloblastoma; Cohort; Neurocognitive; Proportional hazards model; Propensity score matching; Salvage therapy; Hazard ratio; Chemotherapy; Internal medicine; Oncology; Pediatrics; Surgery; Confidence interval; 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":[0.0005292877,0.0003602336,0.0003679149,0.0006695578,0.0003597622,0.000480539,0.0004171293,0.0002479831,0.0008748961],"category_scores_gemma":[0.001181083,0.0002668949,0.0006959358,0.0009385393,0.0002817387,0.0004656716,0.0005916074,0.0006971366,0.0001689821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006124058,"about_ca_system_score_gemma":0.0004576657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009429674,"about_ca_topic_score_gemma":0.01031863,"domain_scores_codex":[0.9996775,0.0000477163,0.00003147767,0.0001169896,0.00004810141,0.00007818903],"domain_scores_gemma":[0.9991654,0.00007987751,0.0004366668,0.0001025573,0.00006342704,0.0001520352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001197582,0.00002498879,0.998162,0.000005941395,0.00005934455,0.0001571878,0.0001159144,0.00006346481,0.0001113285,0.00002219188,0.0001177605,0.001040061],"study_design_scores_gemma":[0.00001626123,0.0001496162,0.9982192,0.000008537108,0.00006301064,0.0006288266,0.000344738,0.0001713969,0.00005230635,0.00002100144,0.0003186974,0.000006377665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993001,0.0001185332,0.00004519567,0.00001536764,0.000002168445,0.000007470857,0.0003448974,0.000001508511,0.0001647158],"genre_scores_gemma":[0.9988121,0.0001724433,0.00006266914,0.00001853848,0.000006439383,0.00001520108,0.0008513365,0.00000318772,0.00005823063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009429674,"threshold_uncertainty_score":0.01874954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07871412418263195,"score_gpt":0.4138336030802179,"score_spread":0.335119478897586,"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."}}