{"id":"W3111996078","doi":"10.1093/neuonc/noaa222.667","title":"QOL-01. LONGITUDINAL COMPARISON OF NEUROCOGNITIVE TRAJECTORIES IN PEDIATRIC MEDULLOBLASTOMA PATIENTS TREATED WITH PROTON VERSUS PHOTON RADIOTHERAPY","year":2020,"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":"University of Toronto; Princess Margaret Cancer Centre; Hospital for Sick Children","funders":"","keywords":"Neurocognitive; Medicine; Medulloblastoma; Radiation therapy; Pediatrics; Cognition; Internal medicine; Psychiatry; 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":[0.0006561715,0.0001484034,0.0002186582,0.0005346954,0.0003253837,0.000450491,0.000200035,0.0002138282,0.0008821847],"category_scores_gemma":[0.001890379,0.0001286808,0.0004053154,0.000625153,0.0001528786,0.0004034612,0.0003328254,0.0005020055,0.000214891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004620577,"about_ca_system_score_gemma":0.0003752012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005255973,"about_ca_topic_score_gemma":0.005056677,"domain_scores_codex":[0.9997475,0.00006099815,0.00002725426,0.00004856736,0.00005762931,0.00005801598],"domain_scores_gemma":[0.9986615,0.0001146422,0.0007505619,0.00004583695,0.0001923805,0.0002350421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001808798,0.0000363762,0.9983333,0.000002884692,0.00002842203,0.00001811269,0.00004375705,0.00003140427,0.0001159207,0.00000450267,0.00004282106,0.00116158],"study_design_scores_gemma":[0.00000579639,0.0001883545,0.9994832,0.000001401181,0.00001224433,0.00005081739,0.00006752645,0.00006204162,0.00005064109,0.000003302891,0.00007336424,0.00000129237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995096,0.00005417075,0.00002400834,0.00001437312,0.00000150619,0.000004340594,0.0002674275,0.000001444223,0.0001231007],"genre_scores_gemma":[0.9991641,0.00003345516,0.00003653659,0.000009118654,0.000001873827,0.000007921767,0.000654738,0.000001123149,0.00009116738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005255973,"threshold_uncertainty_score":0.01045072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03403801912420713,"score_gpt":0.3137440631071398,"score_spread":0.2797060439829327,"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."}}