{"id":"W2461633369","doi":"10.1016/j.yebeh.2016.04.050","title":"Rethinking cognition and behavior in the new classification for childhood epilepsy: Examples from frontal lobe and temporal lobe epilepsies","year":2016,"lang":"en","type":"review","venue":"Epilepsy & Behavior","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"Epilepsy Research Program of the Ontario Brain Institute; Canadian Institutes of Health Research; Government of Ontario; Ontario Brain Institute","keywords":"Epilepsy; Neuropsychology; Psychology; Conceptualization; Temporal lobe; Cognition; Neuroscience; Frontal lobe; Cognitive psychology; Childhood absence epilepsy; Epilepsy syndromes; Developmental psychology; Artificial intelligence; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009030172,0.001038321,0.002403276,0.0005092031,0.0003787062,0.0002579828,0.0004008451,0.00087128,0.0002533924],"category_scores_gemma":[0.0003632893,0.0006573951,0.0006288953,0.0003172617,0.0004238376,0.0003319898,0.0001727119,0.00106648,0.00007263107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003754554,"about_ca_system_score_gemma":0.000804078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006215252,"about_ca_topic_score_gemma":0.000588384,"domain_scores_codex":[0.9946982,0.0005316847,0.001407866,0.001512396,0.0008100615,0.001039809],"domain_scores_gemma":[0.9961877,0.001381152,0.0006571268,0.00100835,0.0001473471,0.0006182494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000128283,0.001416144,0.05888736,0.001040217,0.0001963436,0.0001952353,0.0008919908,1.673814e-9,0.00003441324,0.0001642929,0.001437068,0.9356086],"study_design_scores_gemma":[0.007452198,0.001978847,0.6991457,0.0173132,0.01118227,0.0004990728,0.0006236424,0.000002033198,0.00002596734,0.00124253,0.2593216,0.001212891],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06076755,0.9245496,0.00009063132,0.0005963644,0.0003501877,0.01107995,0.00226182,0.0001342049,0.00016968],"genre_scores_gemma":[0.03677861,0.9462893,0.002410894,0.0001464816,0.001080722,0.006494677,0.006223262,0.0002010688,0.0003750129],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9343958,"threshold_uncertainty_score":0.9995877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09593823797558623,"score_gpt":0.3625538151263733,"score_spread":0.2666155771507871,"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."}}