{"id":"W4205937770","doi":"10.1007/s00520-022-06838-5","title":"Long-term neurocognitive, psychological, and return to work outcomes in meningioma patients","year":2022,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; Hospital for Sick Children; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Neurocognitive; Medicine; Anxiety; Neuropsychology; Population; Meningioma; Depression (economics); Clinical psychology; Psychiatry; Cognition; Surgery","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":[0.0002936473,0.0002005424,0.0002716167,0.0005781843,0.0007740341,0.0008474741,0.0002682119,0.0003440132,0.001043968],"category_scores_gemma":[0.002314748,0.0001010894,0.0004939488,0.0006239327,0.0002543704,0.0005794874,0.0006387207,0.0005999951,0.0001986032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007014006,"about_ca_system_score_gemma":0.0005272316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008044892,"about_ca_topic_score_gemma":0.0119019,"domain_scores_codex":[0.9997789,0.00003268544,0.00002443679,0.00002545302,0.0000379395,0.0001005999],"domain_scores_gemma":[0.9991923,0.00008241562,0.0002582053,0.00001723888,0.00008771508,0.0003621567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003560726,0.0001741278,0.9939592,0.00001667306,0.00008856842,0.0003351746,0.0002984447,0.00008544146,0.0001215099,0.00001914963,0.0002161078,0.004329541],"study_design_scores_gemma":[0.00001012641,0.0002855807,0.99803,0.00001843622,0.00005875912,0.00032051,0.0008760963,0.000101456,0.00005191882,0.00005055647,0.0001884505,0.000008120152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992589,0.000248566,0.000007629453,0.00006918627,0.000007391976,0.00000223011,0.0000832857,9.897601e-7,0.000321725],"genre_scores_gemma":[0.9995467,0.000130371,0.000009554979,0.00002580021,0.000009688108,0.000002985008,0.0001511709,4.331246e-7,0.0001232673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008044892,"threshold_uncertainty_score":0.01599616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03209906301355817,"score_gpt":0.3510921034911882,"score_spread":0.3189930404776301,"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."}}