{"id":"W4296598402","doi":"10.1093/nop/npac068","title":"Neurocognitive impairment, neurobehavioral symptoms, fatigue, sleep disturbance, and depressive symptoms in patients with newly diagnosed glioblastoma","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology Practice","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Juravinski Hospital; Hospital for Sick Children; University of British Columbia; Toronto Western Hospital; Princess Margaret Cancer Centre; University of Toronto","funders":"Ontario Ministry of Health and Long-Term Care; Canadian Cancer Society; Princess Margaret Cancer Foundation","keywords":"Neurocognitive; Medicine; Depression (economics); Neuropsychology; Sleep disorder; Population; Cohort; Verbal fluency test; Memory impairment; Psychiatry; Psychology; Internal medicine; Cognition","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003685659,0.0002380557,0.0003361026,0.0004839028,0.0003181485,0.000354386,0.000189278,0.0002510537,0.000535778],"category_scores_gemma":[0.001289573,0.0001640368,0.0002479597,0.0004469457,0.0001901542,0.0002579331,0.0002609887,0.0003639209,0.000107271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003849293,"about_ca_system_score_gemma":0.0003420294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006063471,"about_ca_topic_score_gemma":0.01299765,"domain_scores_codex":[0.9997866,0.00005120981,0.0000377479,0.00003315488,0.00004581496,0.00004549055],"domain_scores_gemma":[0.999301,0.00009383856,0.0003518379,0.00002000867,0.0000774947,0.0001558746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007740503,0.00002652106,0.9988558,0.000005390665,0.00001654437,0.00005983109,0.00003737359,0.00001473514,0.00009877987,0.000001220946,0.0000320963,0.0007741931],"study_design_scores_gemma":[0.000004023728,0.00008480497,0.999594,0.000002575211,0.000009049307,0.000162569,0.00005819047,0.0000336552,0.00002220899,0.000003000027,0.0000248334,0.000001208146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996088,0.0001821349,0.00001308594,0.00002112057,0.000002798402,0.00000626175,0.0000741043,8.983184e-7,0.00009083738],"genre_scores_gemma":[0.9996866,0.00008759208,0.00002741566,0.00001963759,0.00000464547,0.000005479248,0.0001280177,2.705706e-7,0.00004045471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006063471,"threshold_uncertainty_score":0.01205635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01001300866612936,"score_gpt":0.2832916402093502,"score_spread":0.2732786315432209,"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."}}