{"id":"W6987406567","doi":"","title":"Structural brain abnormalities in the common epilepsies assessed in a worldwide ENIGMA study","year":2018,"lang":"en","type":"article","venue":"Arrow@dit (Dublin Institute of Technology)","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke; Medical Research Council; Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; School of Medicine, New York University; National Institutes of Health; Epilepsy Society; Saastamoisen säätiö; Regione Emilia-Romagna; Natural Sciences and Engineering Research Council of Canada; Xiamen University; Hospital for Sick Children; Epilepsy Research UK; Ministero della Salute; National Natural Science Foundation of China; Kuopion Yliopistollinen Sairaala; National Health and Medical Research Council; Universidade Estadual de Campinas; Fundação de Amparo à Pesquisa do Estado de São Paulo; Trinity College Dublin; Itä-Suomen Yliopisto; Cardiff University; University College London Hospitals NHS Foundation Trust; Finding A Cure for Epilepsy and Seizures; European Commission; King's College London; University of California, San Diego; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Ohio State University; South London and Maudsley NHS Foundation Trust; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research; Università Degli Studi di Modena e Reggio Emila; Royal College of Surgeons in Ireland; National Institute for Health and Care Research; National Science Foundation; Dirección General de Asuntos del Personal Académico, Universidad Nacional Autónoma de México; Health and Care Research Wales","keywords":"Hippocampal sclerosis; Grey matter; Brain size; Epilepsy; Thalamus; Hippocampus; Temporal lobe; Hippocampal formation; White matter","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005835821,0.001190655,0.002357903,0.00356366,0.0006682825,0.001868244,0.001247552,0.00101383,0.001451744],"category_scores_gemma":[0.006931355,0.0005712637,0.003645725,0.005603244,0.001037559,0.00100382,0.002454622,0.0007497972,0.0001714603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005443134,"about_ca_system_score_gemma":0.0005743727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01067981,"about_ca_topic_score_gemma":0.01169103,"domain_scores_codex":[0.9973277,0.0008556476,0.0004439674,0.001019173,0.0002071366,0.0001464156],"domain_scores_gemma":[0.9941954,0.001440441,0.002532459,0.0008759768,0.0006911838,0.0002645666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002396967,0.00004680482,0.8635319,0.00447068,0.1040544,0.001080467,0.0009550661,0.0005419381,0.001857959,0.0005190584,0.001445358,0.01909941],"study_design_scores_gemma":[0.0002174792,0.0001844033,0.9613099,0.0008276443,0.03201035,0.001217213,0.0005067582,0.0002198261,0.0002415154,0.000576344,0.002652565,0.00003608007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8772963,0.1167007,0.0007999036,0.0007868198,0.00007449435,0.00005538728,0.003179348,0.00001894979,0.001088072],"genre_scores_gemma":[0.9893566,0.007609675,0.0004764061,0.0002306335,0.00008432694,0.00007164581,0.001987631,0.00001764914,0.0001654818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01067981,"threshold_uncertainty_score":0.03086311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03078336118460806,"score_gpt":0.3368992432752954,"score_spread":0.3061158820906873,"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."}}