{"id":"W3108583299","doi":"10.1002/acn3.51255","title":"Trait impulsivity in Juvenile Myoclonic Epilepsy","year":2020,"lang":"en","type":"article","venue":"Annals of Clinical and Translational Neurology","topic":"Glycogen Storage Diseases and Myoclonus","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; Hospital for Sick Children","funders":"Engineering and Physical Sciences Research Council; Canadian Institutes of Health Research; Sheffield Children's NHS Foundation Trust; Syddansk Universitet; Norges Forskningsråd; Waterloo Foundation; Newcastle upon Tyne Hospitals NHS Foundation Trust; Ministero dell’Istruzione, dell’Università e della Ricerca; St George's University Hospitals NHS Foundation Trust; Odense Universitetshospital; Medical Research Council; University of Sussex; University of Nottingham; Sheffield Teaching Hospitals NHS Foundation Trust; European Commission; King's College London; Swansea University; Nationwide Children's Hospital; Epilepsy Research UK; National Institute for Health and Care Research; Health and Care Research Wales; University Hospitals Plymouth NHS Trust; Royal Free London NHS Foundation Trust; Medical Research Council Centre for Neurodevelopmental Disorders; South London and Maudsley NHS Foundation Trust; GW Pharmaceuticals; University Hospitals Birmingham NHS Foundation Trust; Parc Geneteg Cymru; Eisai; King's College Hospital NHS Foundation Trust; Nottingham University Hospitals NHS Trust","keywords":"Juvenile myoclonic epilepsy; Medicine; Trait; Impulsivity; Juvenile; Epilepsy; Psychiatry; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001948821,0.00009283926,0.000500116,0.00003674866,0.00001645961,0.000002162408,0.00004986669,0.0001301102,0.0001755252],"category_scores_gemma":[0.0002340193,0.00008159906,0.000221247,0.0001132715,0.0001888784,0.0000420635,0.00001303627,0.0002785897,0.000007097729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":7.715092e-8,"about_ca_system_score_gemma":0.00009135364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002181137,"about_ca_topic_score_gemma":0.00001283116,"domain_scores_codex":[0.9986649,0.0001050239,0.000653588,0.0002792227,0.0001351666,0.0001620953],"domain_scores_gemma":[0.9991352,0.0003764416,0.00008731129,0.00008057427,0.0000646542,0.0002558425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005094316,0.0005373429,0.9520192,0.0001123015,0.0000721976,0.001140275,0.0001181184,0.00003452715,0.0001120001,0.002893989,0.0006169895,0.03724878],"study_design_scores_gemma":[0.002248082,0.001046615,0.9807072,0.000007801867,0.00003783561,0.00008009071,0.000002863343,0.0008763846,0.00003870033,0.002378472,0.01250963,0.00006630762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9033468,0.0005392006,0.00004220291,0.09525951,0.00006148314,0.0001399118,0.00005855525,0.00001220984,0.0005401336],"genre_scores_gemma":[0.980083,0.0002596305,0.00008379226,0.01935435,0.00016791,0.000003926937,0.00002908007,0.000008152767,0.00001018874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07673618,"threshold_uncertainty_score":0.3327513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1344560513799771,"score_gpt":0.4019613039657163,"score_spread":0.2675052525857392,"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."}}