{"id":"W3120753661","doi":"10.1007/s11065-020-09475-z","title":"The Effect of Childhood Traumatic Brain Injury on Verbal Fluency Performance: A Systematic Review and Meta-Analysis","year":2021,"lang":"en","type":"review","venue":"Neuropsychology Review","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; University of Toronto; Toronto Rehabilitation Institute","funders":"","keywords":"Verbal fluency test; Fluency; Psychology; Traumatic brain injury; Neuropsychology; Cognition; Cognitive psychology; Neuropsychological assessment; Clinical psychology; Developmental psychology; Audiology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.00737981,0.001154202,0.02684936,0.0004321149,0.0001799437,0.00003748509,0.0009487254,0.0003538171,0.000715454],"category_scores_gemma":[0.005574004,0.0005430029,0.006558248,0.003386067,0.0003885314,0.00005602433,0.0001740954,0.00186315,0.0002429069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006328589,"about_ca_system_score_gemma":0.0002156164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.96835e-7,"about_ca_topic_score_gemma":4.358768e-7,"domain_scores_codex":[0.98253,0.01073757,0.003871543,0.001212908,0.001006963,0.0006410195],"domain_scores_gemma":[0.9879523,0.00570853,0.00190502,0.003944123,0.0002084513,0.0002815957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000007490839,0.00008355183,9.049741e-7,0.8274234,0.08136737,0.00003490791,0.00001092399,7.15418e-9,2.502905e-8,0.00001771354,0.003783196,0.0872705],"study_design_scores_gemma":[0.0001646669,0.001262341,0.00001262208,0.3711401,0.5647669,0.0009004747,8.748661e-7,2.632253e-7,7.015244e-8,5.649222e-7,0.06154955,0.000201605],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001071593,0.9815258,8.991449e-7,0.002223375,0.00009795997,0.01514986,0.00007543394,0.00004628104,0.0008697254],"genre_scores_gemma":[0.000006999449,0.9896731,0.00001919289,0.005788812,0.00003188558,0.003511223,0.00009283376,0.0001229513,0.0007530136],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4833995,"threshold_uncertainty_score":0.9997022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1210741871942073,"score_gpt":0.449438392510925,"score_spread":0.3283642053167177,"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."}}