{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002034706,0.0002785797,0.0001859185,0.0006535608,0.0002401716,0.0003131799,0.0002280155,0.0002364648,0.001352666],"category_scores_gemma":[0.00189659,0.00009553819,0.0001539219,0.0005117906,0.0003126746,0.0002683881,0.0003085668,0.0003271599,0.0001460988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002499879,"about_ca_system_score_gemma":0.0002650263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00268056,"about_ca_topic_score_gemma":0.003686845,"domain_scores_codex":[0.999918,0.00001420879,0.000008898402,0.0000146175,0.00001947639,0.00002480987],"domain_scores_gemma":[0.9988294,0.000150283,0.0007373285,0.00002995399,0.00007733826,0.0001756928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002394017,0.000005733712,0.9992496,0.000002368344,0.000004154017,0.00009012465,0.00002121552,0.00002083158,0.0001117882,0.000002979307,0.00001937316,0.0004478227],"study_design_scores_gemma":[0.000001028936,0.00005150188,0.9992341,0.000002179098,0.000006333024,0.0004819434,0.00007958765,0.00005285909,0.0000574665,0.000008775067,0.00002364099,7.335629e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997559,0.00005565046,0.00001456398,0.00001359115,9.288996e-7,0.000001741991,0.00004949669,0.000001635516,0.0001063706],"genre_scores_gemma":[0.999782,0.00004990556,0.00002429525,0.000004562375,0.000002465981,0.000002059367,0.0001091822,6.591594e-7,0.00002473293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00268056,"threshold_uncertainty_score":0.005329847,"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."}}