{"id":"W3122515606","doi":"10.1111/dmcn.14815","title":"Long‐term outcomes of children with drug‐resistant epilepsy across multiple cognitive domains","year":2021,"lang":"en","type":"article","venue":"Developmental Medicine & Child Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Children’s Health Research Institute; University of Toronto; Lawson Health Research Institute; Western University","funders":"Epilepsy Research Program of the Ontario Brain Institute; Government of Ontario; Ontario Brain Institute","keywords":"Cognition; Neuropsychology; Psychology; Cognitive skill; Epilepsy; Effects of sleep deprivation on cognitive performance; Clinical psychology; Young adult; Neuropsychological assessment; Developmental psychology; Psychiatry","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":[0.000983196,0.0004076367,0.0004045664,0.0007165744,0.0004907096,0.0005586426,0.0003458131,0.0003763694,0.0005863126],"category_scores_gemma":[0.002698526,0.0001241132,0.0006443279,0.000638184,0.0003415227,0.0008639535,0.0008443309,0.0005482915,0.0001320702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006906797,"about_ca_system_score_gemma":0.000502967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01025603,"about_ca_topic_score_gemma":0.02083235,"domain_scores_codex":[0.9996365,0.00005871528,0.00005301247,0.00007346603,0.00008218426,0.00009601937],"domain_scores_gemma":[0.9978206,0.0001919637,0.001249965,0.00007367366,0.0002671972,0.0003966329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001368713,0.00002913485,0.9972851,0.00001515747,0.00005265185,0.0001043787,0.0001100401,0.00004369485,0.00009546019,0.000007624861,0.00004887188,0.002070968],"study_design_scores_gemma":[0.000004466745,0.0002081495,0.9990516,0.000008960322,0.00002723314,0.0003054734,0.0002194802,0.00003637697,0.00006417362,0.00001259103,0.00005810717,0.000003370506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999373,0.0002105765,0.00002260215,0.0000277761,0.000003273815,0.000004899165,0.0002001829,0.000001341093,0.0001563824],"genre_scores_gemma":[0.9991403,0.000180762,0.00006233609,0.00001522883,0.000007402985,0.00001093861,0.0004957025,9.181373e-7,0.00008650061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01025603,"threshold_uncertainty_score":0.02039266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01770552493694168,"score_gpt":0.3006799307919507,"score_spread":0.282974405855009,"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."}}