{"id":"W4392879123","doi":"10.1111/epi.17939","title":"Clinical and molecular characterization of patients with <scp><i>YWHAG</i></scp>‐related epilepsy","year":2024,"lang":"en","type":"article","venue":"Epilepsia","topic":"14-3-3 protein interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Alberta Children's Hospital; McGill University Health Centre; University of Calgary","funders":"National Institute of Neurological Disorders and Stroke; National Human Genome Research Institute; National Institutes of Health; Kaohsiung Chang Gung Memorial Hospital; Agenzia Italiana del Farmaco, Ministero della Salute; Fondazione Cassa di Risparmio di Firenze; Medical Research Council; Leids Universitair Medisch Centrum; Regione Toscana; Syddansk Universitet; Fondazione I.R.C.C.S. Istituto Neurologico Carlo Besta; Université de Bretagne Occidentale; Università degli Studi di Cagliari; Centre National de la Recherche Scientifique; Chang Gung Medical Foundation; Assistance publique-Hôpitaux de Paris; Universiteit Leiden; Institut National de la Santé et de la Recherche Médicale; Novo Nordisk Fonden; Université de Nantes; Aix-Marseille Université; Ministero della Salute; Université de Lyon; Fondazione IRCCS Policlinico San Matteo; Muscular Dystrophy Association","keywords":"Epilepsy; Clinical neurology; Medicine; Psychology; Neuroscience","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001571712,0.0001530289,0.0001749896,0.00006369501,0.00003651607,0.00003486348,0.0001023413,0.0001875922,0.00002866114],"category_scores_gemma":[0.0001519854,0.000133699,0.00008232376,0.0001421303,0.0001473292,0.00001354908,0.00007701496,0.0001740309,0.00002685981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006588471,"about_ca_system_score_gemma":0.0000516598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003604187,"about_ca_topic_score_gemma":0.00000120275,"domain_scores_codex":[0.9988461,0.00009292517,0.0003571377,0.0003974703,0.0001351221,0.0001713013],"domain_scores_gemma":[0.9993669,0.00003930602,0.0001046361,0.0002882949,0.0001162653,0.00008460078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000065502,0.0002417166,0.3044587,0.000105648,0.0003876656,0.00001829332,0.0001356884,0.000006217875,0.6853839,0.001005283,0.001601439,0.006589953],"study_design_scores_gemma":[0.001113307,0.001139751,0.7189081,0.0002005105,0.0001294571,0.00001881645,0.00003254272,0.0002479216,0.1869747,0.0001963418,0.09084373,0.00019485],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951715,0.0002995679,0.002884294,0.00007648177,0.0003555001,0.0002953006,0.00007232756,0.00003196365,0.0008130688],"genre_scores_gemma":[0.9978479,0.0001444939,0.000537633,0.0001241286,0.00008430453,0.00002942413,0.0005830421,0.00004020092,0.0006089005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4984092,"threshold_uncertainty_score":0.5452089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005107861732107453,"score_gpt":0.2493900583505939,"score_spread":0.2442821966184865,"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."}}