{"id":"W3111979438","doi":"10.1093/neuonc/noaa222.776","title":"RONC-03. NEUROCOGNITIVE CHANGES AFTER RADIATION FOR PEDIATRIC BRAIN TUMOURS: WHICH BRAIN SUBSTRUCTURES ARE MOST IMPORTANT?","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Princess Margaret Cancer Centre","funders":"","keywords":"Neurocognitive; Medicine; Hippocampus; Intelligence quotient; Neuropsychology; Pediatrics; Cognition; Wechsler Adult Intelligence Scale; Nuclear medicine; Psychology; Internal medicine; Audiology; Psychiatry","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":[0.001640603,0.0002732456,0.0004916755,0.0005037817,0.0002388016,0.0008009052,0.0006912734,0.0003561434,0.00361046],"category_scores_gemma":[0.004142032,0.0001231218,0.0007728265,0.001404871,0.0004069054,0.000420363,0.0004214529,0.0003880548,0.0006701554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001404386,"about_ca_system_score_gemma":0.002206947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01396154,"about_ca_topic_score_gemma":0.02263331,"domain_scores_codex":[0.9989453,0.0003177591,0.0001206775,0.0001931505,0.0002809868,0.0001421123],"domain_scores_gemma":[0.9958574,0.0006373835,0.002347785,0.0001571366,0.0006315904,0.0003686674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000378067,0.00001900582,0.9889452,0.00009583849,0.0001117915,0.00007681519,0.00004464033,0.0002389877,0.0001742486,0.00006425069,0.0009525478,0.008898618],"study_design_scores_gemma":[0.00002732221,0.0002864109,0.9947894,0.0000955906,0.0001479207,0.000473791,0.0001259399,0.000350228,0.0004222144,0.00006249137,0.003210166,0.000008537017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840482,0.003295282,0.0003286852,0.0004806084,0.00003531613,0.00004829546,0.007958664,0.00004321703,0.003761709],"genre_scores_gemma":[0.9905578,0.0007392883,0.0008382932,0.0001645176,0.0000383633,0.0001031694,0.006479456,0.0000296181,0.001049495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01396154,"threshold_uncertainty_score":0.02776057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01922448450339825,"score_gpt":0.2890138421141553,"score_spread":0.2697893576107571,"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."}}