{"id":"W2322670822","doi":"10.1093/neuonc/nou306","title":"White matter compromise predicts poor intellectual outcome in survivors of pediatric low-grade glioma","year":2014,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"White matter; Neurocognitive; Medicine; Diffusion MRI; Cohort; Pediatrics; Neurofibromatosis; Borderline intellectual functioning; Magnetic resonance imaging; Cognition; Radiology; Internal medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002625566,0.0002426786,0.0007885578,0.0005416026,0.00002998813,0.000007503326,0.0001541032,0.0002134143,0.0004906092],"category_scores_gemma":[0.000423183,0.000200295,0.0001478655,0.0004844877,0.000103177,0.00004251317,0.0001051844,0.0002617608,0.0002325606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001304836,"about_ca_system_score_gemma":0.00008256346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009740813,"about_ca_topic_score_gemma":0.0001597297,"domain_scores_codex":[0.997974,0.000284599,0.0006680152,0.0004159918,0.0002496144,0.0004077778],"domain_scores_gemma":[0.9980769,0.001098879,0.0001958234,0.0003600329,0.00006747305,0.0002008551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002506405,0.001792686,0.9696685,0.0001245445,0.00003367601,0.0003822485,0.0005173415,0.00003364716,0.0186034,0.00001886429,0.00784815,0.000726281],"study_design_scores_gemma":[0.01292568,0.004007906,0.9508481,0.00003844974,0.0003721154,0.0003011896,0.0001093677,0.001165644,0.01900719,0.00004788432,0.01089872,0.0002777349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929931,0.00009087819,0.00001848316,0.003718274,0.0006138973,0.0006003206,0.00001295377,0.00004520101,0.001906868],"genre_scores_gemma":[0.9976857,0.00003643987,0.0001634115,0.001695481,0.0002539387,0.0000784586,0.00002039042,0.00003978467,0.0000264122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01882041,"threshold_uncertainty_score":0.8167793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02335220617751625,"score_gpt":0.2866055093431301,"score_spread":0.2632533031656139,"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."}}