{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001510531,0.000331155,0.0006155357,0.0001922316,0.00009889875,0.00003008807,0.0001096598,0.0002405107,0.0001573594],"category_scores_gemma":[0.002375185,0.000290048,0.0001303134,0.0005599336,0.00005656897,0.00007776437,0.00006012533,0.0002952466,0.00003991929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001212824,"about_ca_system_score_gemma":0.0002471185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001049431,"about_ca_topic_score_gemma":0.0002244453,"domain_scores_codex":[0.9979908,0.0002020803,0.000391217,0.0006853982,0.0002386931,0.0004918388],"domain_scores_gemma":[0.9974458,0.001396062,0.0003324743,0.0002092373,0.0002381839,0.0003782078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003300591,0.001109641,0.6968385,0.0004399364,0.0002459463,0.004119672,0.002933885,0.00003020287,0.08729868,0.000209094,0.1590173,0.04445658],"study_design_scores_gemma":[0.01572274,0.009158281,0.757048,0.00003492926,0.001296414,0.0003762017,0.0006097862,0.0007237429,0.04048704,0.0002165177,0.1736862,0.0006401318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8157594,0.001110186,0.00002117371,0.1804001,0.0004123292,0.001721316,0.0002514509,0.0001159573,0.0002080791],"genre_scores_gemma":[0.9461291,0.0002689871,0.000117586,0.05078034,0.001623018,0.0007819002,0.0002174031,0.00007310118,0.000008536103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1303697,"threshold_uncertainty_score":0.9999552,"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."}}