{"id":"W2793978211","doi":"10.1093/brain/awx341","title":"Structural brain abnormalities in the common epilepsies assessed in a worldwide ENIGMA study","year":2017,"lang":"en","type":"article","venue":"Brain","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":531,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"National Institute of Neurological Disorders and Stroke; Engineering and Physical Sciences Research Council; Fonds de Recherche du Québec - Santé; National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; School of Medicine, New York University; National Institutes of Health; Epilepsy Society; National Institute of Mental Health; Saastamoisen säätiö; Regione Emilia-Romagna; Natural Sciences and Engineering Research Council of Canada; Xiamen University; University College London Hospitals NHS Foundation Trust; Università Degli Studi di Modena e Reggio Emila; Universidad Nacional Autónoma de México; 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; Fundação de Amparo à Pesquisa do Estado de São Paulo; Universidade Estadual de Campinas; Itä-Suomen Yliopisto; Cardiff University; Medical Research Council; University of Liverpool; King's College London; University of California, San Diego; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Ohio State University; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research; South London and Maudsley NHS Foundation Trust; National Institute for Health and Care Research; Finding A Cure for Epilepsy and Seizures; European Commission; Morris and Alma Schapiro Fund; National Science Foundation; Dirección General de Asuntos del Personal Académico, Universidad Nacional Autónoma de México; Health and Care Research Wales","keywords":"Neuroscience; Epilepsy; Medicine; Psychology","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":[0.006379014,0.001213301,0.002404724,0.003653302,0.0006594635,0.001913435,0.00125458,0.001015796,0.001346739],"category_scores_gemma":[0.007237374,0.0005866868,0.003802012,0.005737753,0.001069707,0.0009645613,0.002375013,0.0007238538,0.0001646658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005660253,"about_ca_system_score_gemma":0.0005891813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01165688,"about_ca_topic_score_gemma":0.01261803,"domain_scores_codex":[0.9970902,0.0009869225,0.0004783887,0.001079701,0.0002168384,0.0001478967],"domain_scores_gemma":[0.9938998,0.00156988,0.002630106,0.0009222903,0.0007184311,0.0002594084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002429961,0.00004439056,0.8541529,0.004450406,0.1144067,0.0009130046,0.0008783092,0.00053508,0.001726336,0.0004549838,0.00127567,0.01873223],"study_design_scores_gemma":[0.0002318464,0.000199499,0.9558194,0.0008365981,0.03765812,0.001111282,0.0005116664,0.0002245637,0.0002477393,0.0005545223,0.002569333,0.00003546566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8650235,0.129046,0.0008507977,0.0007901722,0.00007168546,0.0000572801,0.003089467,0.0000204096,0.001050673],"genre_scores_gemma":[0.9888747,0.008178601,0.0004997498,0.0002416184,0.00008042774,0.00007507666,0.001867263,0.00001743704,0.0001652486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01165688,"threshold_uncertainty_score":0.03373581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04988181153724389,"score_gpt":0.3792822497821035,"score_spread":0.3294004382448597,"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."}}