{"id":"W3112901064","doi":"10.1093/neuonc/noaa222.673","title":"QOL-09. WHOLE-BRAIN WHITE MATTER NETWORK CONNECTIVITY IS DISRUPTED BY PEDIATRIC BRAIN TUMOR TREATMENT","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"White matter; Magnetic resonance imaging; Medicine; Psychology; Neuroscience; Nuclear medicine; Audiology; Radiology","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":[0.0003409346,0.0001961407,0.0001713598,0.0003689238,0.0002241378,0.0004587231,0.0002222315,0.0001658896,0.006518879],"category_scores_gemma":[0.002229321,0.0001028352,0.0003009349,0.0004448818,0.0002412514,0.0003718573,0.0004749287,0.0003084677,0.0004014871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004996951,"about_ca_system_score_gemma":0.0005415342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003902252,"about_ca_topic_score_gemma":0.004059879,"domain_scores_codex":[0.9998316,0.00003165693,0.00001153188,0.00004478253,0.00003728622,0.00004313446],"domain_scores_gemma":[0.9989961,0.0001472522,0.0005625457,0.00004634195,0.00009159821,0.0001561664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002920598,0.0001144711,0.9534404,0.0001039627,0.0002094607,0.0002008515,0.0003662036,0.00131463,0.00311901,0.0004661266,0.003574852,0.03679804],"study_design_scores_gemma":[0.000007139704,0.00007982965,0.997146,0.00001015113,0.00003253169,0.0002501699,0.0001057226,0.0005605256,0.0005720594,0.0001699679,0.001060757,0.000005241363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953713,0.0001137135,0.0003980233,0.0001226264,0.000007393426,0.00001869994,0.002443957,0.0000539461,0.001470398],"genre_scores_gemma":[0.9967802,0.00008938871,0.0006604096,0.00002936691,0.000003840326,0.00004091705,0.001816803,0.00002224435,0.0005569794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006518879,"threshold_uncertainty_score":0.02180779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04164659635995809,"score_gpt":0.3417017554282418,"score_spread":0.3000551590682837,"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."}}