{"id":"W2346627158","doi":"10.1002/pbc.26042","title":"Clinical, Pathological, and Molecular Characterization of Infant Medulloblastomas Treated with Sequential High‐Dose Chemotherapy","year":2016,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":128,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Alberta Children's Hospital","funders":"National Cancer Institute; Canadian Institutes of Health Research; National Institutes of Health; Pediatric Brain Tumor Foundation","keywords":"Medicine; Medulloblastoma; Radiation therapy; Cohort; Internal medicine; Oncology; Chemotherapy; Neurocognitive; Pathological; Pathology","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":[0.0001000338,0.000176667,0.0004261985,0.00009133368,0.00002794722,0.000008880204,0.00004404841,0.0001142601,0.0002044045],"category_scores_gemma":[0.00002472218,0.00009319143,0.00007706103,0.0002269989,0.0001051078,0.00005304625,0.00002152797,0.00006040679,0.000004205075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001940551,"about_ca_system_score_gemma":0.00009312909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000955849,"about_ca_topic_score_gemma":0.000006654042,"domain_scores_codex":[0.9988549,0.00004977275,0.00034717,0.0003457758,0.0002105761,0.0001917672],"domain_scores_gemma":[0.9992247,0.00005429894,0.0002277814,0.000223845,0.0001244747,0.0001448613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004412688,0.0008586334,0.8293729,0.00005317546,0.0002396557,0.0001676706,0.00002609378,1.882026e-7,0.1589189,0.00002724558,0.00004226608,0.009852039],"study_design_scores_gemma":[0.01128553,0.001699692,0.8942409,0.00009342331,0.001445906,0.00003880123,0.000002789296,0.000002595682,0.09068939,0.00001139649,0.0003393256,0.0001502491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974202,0.0008476359,0.00004620369,0.001056824,0.00006055991,0.0004295364,0.00007062573,0.00004368262,0.00002472743],"genre_scores_gemma":[0.986605,0.01229227,0.0003028979,0.0003325891,0.0002693721,0.0001200727,0.00002199437,0.0000253347,0.00003050262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06822946,"threshold_uncertainty_score":0.3800236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01278758036664888,"score_gpt":0.2793770441135173,"score_spread":0.2665894637468684,"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."}}