{"id":"W3027128667","doi":"10.1093/neuonc/noaa122","title":"Bridging the treatment gap in infant medulloblastoma: molecularly informed outcomes of a globally feasible regimen","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"Garron Family Cancer Centre; C.R. Younger Foundation; Canadian Institutes of Health Research; Government of Ontario; Princess Margaret Cancer Foundation","keywords":"Medulloblastoma; Medicine; Neurocognitive; Regimen; Cohort; Hazard ratio; Oncology; Pediatrics; Sonic hedgehog; Internal medicine; Retrospective cohort study; Pathology; Psychiatry; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006672989,0.000085568,0.0002916522,0.0001676989,0.000138091,0.0004242795,0.0001358183,0.0001702668,0.001344969],"category_scores_gemma":[0.001569368,0.00003484851,0.0001377169,0.0002099764,0.0001936902,0.0002885635,0.0003143034,0.0003482548,0.0001583924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007445232,"about_ca_system_score_gemma":0.0006622003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001142831,"about_ca_topic_score_gemma":0.002755967,"domain_scores_codex":[0.9997301,0.0001143422,0.00001540906,0.00003725307,0.0000646527,0.00003832895],"domain_scores_gemma":[0.9995351,0.0001379208,0.0001933765,0.00002764297,0.00004074254,0.00006528284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003239303,0.0002195495,0.5186173,0.0002876596,0.0002287941,0.0005079947,0.0003680468,0.005542169,0.0119969,0.003369881,0.004774001,0.4508484],"study_design_scores_gemma":[0.000145151,0.003076039,0.9420914,0.0003751079,0.0003748685,0.00205439,0.0008355756,0.004907449,0.006251018,0.00458556,0.03528602,0.00001749961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9617562,0.02255591,0.002962416,0.005529942,0.00004849665,0.00004018643,0.0008258171,0.00004064362,0.006240306],"genre_scores_gemma":[0.9948172,0.002956999,0.001175269,0.0003217439,0.0000382683,0.00002525362,0.0003643021,0.0000147045,0.0002863105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001344969,"threshold_uncertainty_score":0.005401909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03309177039895234,"score_gpt":0.3156633087290038,"score_spread":0.2825715383300514,"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."}}