{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009356571,0.0002749213,0.0006329519,0.001401758,0.0001411461,0.00003655496,0.000662696,0.0002210515,0.00006675091],"category_scores_gemma":[0.0008155986,0.0001876937,0.00009030329,0.00183536,0.001274584,0.0003377752,0.0001985623,0.0007173003,0.00003032624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001544193,"about_ca_system_score_gemma":0.0002399409,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001177525,"about_ca_topic_score_gemma":0.01801531,"domain_scores_codex":[0.9976833,0.0001394948,0.0006771623,0.0004074999,0.0005048735,0.0005876196],"domain_scores_gemma":[0.9984732,0.0001978391,0.0001528327,0.0009440176,0.0001597362,0.00007235755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003468341,0.001059597,0.9745661,0.00007115505,0.0001348071,0.0008329585,0.001637714,0.000006428679,0.0005582815,0.01356198,0.001027368,0.006196794],"study_design_scores_gemma":[0.009371428,0.004402809,0.949419,0.0003921567,0.00007474452,0.0001918342,0.01442437,0.0002151853,0.005564159,0.008784312,0.00682297,0.00033706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802489,0.0002719476,0.000004900027,0.01510444,0.0002517247,0.001419411,0.00001508495,0.000123717,0.002559852],"genre_scores_gemma":[0.9983963,0.00002865503,0.0006837387,0.0003129441,0.000103407,0.0002434466,0.00003047839,0.00001875795,0.0001822253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02514711,"threshold_uncertainty_score":0.9999033,"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."}}