{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009608458,0.0002338441,0.0007060303,0.0001106203,0.00004279666,0.00001411722,0.000163059,0.0001091015,0.00004142117],"category_scores_gemma":[0.0003268722,0.0001440264,0.0002008393,0.000379843,0.0001009144,0.00005365886,0.00007933002,0.0001533357,0.00003323022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004153319,"about_ca_system_score_gemma":0.0004976512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002734678,"about_ca_topic_score_gemma":0.0003611168,"domain_scores_codex":[0.9984696,0.0001162304,0.0004692027,0.0003080069,0.0002884133,0.0003485848],"domain_scores_gemma":[0.9988442,0.0003660989,0.0001943686,0.0003362627,0.00006270711,0.0001963555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001702908,0.00424657,0.7856132,0.0001136556,0.0009377972,0.004733593,0.007118569,0.0002873364,0.1297921,0.001182884,0.005487226,0.05878412],"study_design_scores_gemma":[0.04451713,0.02953559,0.5600175,0.000149422,0.001251551,0.0005685049,0.001338429,0.002364476,0.1311325,0.000111171,0.228467,0.0005467136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9469207,0.0003393187,0.00001381679,0.04727243,0.0001239254,0.001029783,0.00001187526,0.00004581589,0.004242335],"genre_scores_gemma":[0.9915451,0.0002494252,0.0002656065,0.007660978,0.0000552661,0.0001804602,0.00001146786,0.00002136481,0.00001029834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2255957,"threshold_uncertainty_score":0.5873225,"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."}}