{"id":"W2566976585","doi":"10.1016/j.wneu.2016.12.061","title":"Assessment of Cognitive, Emotional, and Motor Domains in Patients with Diffuse Gliomas Using the National Institutes of Health Toolbox Battery","year":2016,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"Medicine; Neuropsychology; Cognition; Battery (electricity); Cognitive test; Physical medicine and rehabilitation; Neuropsychological assessment; Neuropsychological test; Physical therapy; 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":[0.0004040635,0.0006812799,0.000355083,0.0008431322,0.0002848257,0.0004606816,0.0003098976,0.0003260367,0.001094811],"category_scores_gemma":[0.001405639,0.000105757,0.0003982319,0.0005170215,0.0002431927,0.000570586,0.0006995948,0.0004426929,0.0002742122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004271672,"about_ca_system_score_gemma":0.000537778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007353014,"about_ca_topic_score_gemma":0.01396404,"domain_scores_codex":[0.9998425,0.00002912394,0.00003599803,0.00002857995,0.00003236477,0.00003134201],"domain_scores_gemma":[0.999657,0.00005738609,0.0001315693,0.00001724073,0.00006930379,0.00006739252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005739445,0.0002957033,0.9758928,0.00005826532,0.0001474697,0.0003455385,0.0002309309,0.0007949887,0.001233547,0.0001249744,0.001537262,0.01876454],"study_design_scores_gemma":[0.00002573324,0.0002397542,0.9972813,0.00001478441,0.00003965027,0.0006153961,0.0001437251,0.0006402818,0.0003374317,0.000204526,0.0004450003,0.00001242763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951425,0.0003348269,0.0002678089,0.0001242355,0.00001040932,0.00007088714,0.0008380657,0.00002134811,0.00318994],"genre_scores_gemma":[0.9969696,0.0002756094,0.0005684021,0.00008982712,0.000005577628,0.0001055837,0.001182813,0.000003395634,0.0007990841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007353014,"threshold_uncertainty_score":0.01462042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03357539902852633,"score_gpt":0.2984682889041315,"score_spread":0.2648928898756052,"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."}}