{"id":"W4392199029","doi":"10.1111/epi.17881","title":"Patterns of subregional cerebellar atrophy across epilepsy syndromes: An ENIGMA‐Epilepsy study","year":2024,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Institute on Governance","funders":"UCB Pharma; National Institute of Biomedical Imaging and Bioengineering; National Institute of Neurological Disorders and Stroke; National Institute on Aging; National Health and Medical Research Council; Jazz Pharmaceuticals; Eisai; National Institute of Mental Health; Ministero della Salute; Eberhard Karls Universität Tübingen; Fundação de Amparo à Pesquisa do Estado de São Paulo; National Institutes of Health; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Epilepsy Society; GW Pharmaceuticals; National Science Foundation; Zogenix; Medical Research Council; Universidade Estadual de Campinas; Biogen; Health and Care Research Wales","keywords":"Epilepsy; Temporal lobe; Cerebellum; Hippocampal sclerosis; Psychology; Neuroscience; Magnetic resonance imaging; Atrophy; Medicine; Anatomy; Pathology; Radiology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005876166,0.0004515715,0.0004596129,0.001532488,0.0003676293,0.0005530936,0.0004443952,0.0003650975,0.001501821],"category_scores_gemma":[0.001346183,0.0002302322,0.000391086,0.001071286,0.0005006873,0.0004853244,0.001081701,0.0002110826,0.0001850192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002713682,"about_ca_system_score_gemma":0.000218318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005905619,"about_ca_topic_score_gemma":0.008532314,"domain_scores_codex":[0.9995813,0.0000592047,0.00006182473,0.0002132041,0.00005063969,0.00003378935],"domain_scores_gemma":[0.9990176,0.0001293661,0.0005389565,0.0001027546,0.0001123234,0.00009899506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002205469,0.00001186444,0.9945645,0.00001766888,0.0002893272,0.0003599979,0.0001827202,0.00009386543,0.002051312,0.00004797164,0.00007846117,0.002081748],"study_design_scores_gemma":[0.000006943981,0.00004742834,0.9982856,0.000003947926,0.00005248938,0.0009897735,0.0001438639,0.0001730207,0.0001555494,0.00004146482,0.00009722147,0.000002594554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994374,0.000135133,0.00009752281,0.00001289261,7.131703e-7,0.000003827892,0.0001941112,0.000002985675,0.0001152911],"genre_scores_gemma":[0.9995453,0.00004126275,0.00007573669,0.000006957214,0.000001299477,0.000003939465,0.0002615206,0.000002856586,0.00006111653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005905619,"threshold_uncertainty_score":0.01174253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03824476203992878,"score_gpt":0.3552781192205499,"score_spread":0.3170333571806211,"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."}}