{"id":"W4213334328","doi":"10.1038/s41598-022-06324-2","title":"Sex-specific disease modifiers in juvenile myoclonic epilepsy","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Krembil Foundation; University of Toronto; Hospital for Sick Children","funders":"Engineering and Physical Sciences Research Council; Helse Sør-Øst RHF; Medical Research Council; Sackler Institute for Translational Neurodevelopment, King's College London; Odense Universitetshospital; Eisai; Syddansk Universitet; Epilepsy Research UK; Ministero dell’Istruzione, dell’Università e della Ricerca; National Institute for Health and Care Research; Canadian Institutes of Health Research; GW Pharmaceuticals; Parc Geneteg Cymru; Health and Care Research Wales; BioMarin Pharmaceutical; Norges Forskningsråd; Medical Research Council Centre for Neurodevelopmental Disorders; Nationwide Children's Hospital","keywords":"Juvenile myoclonic epilepsy; Juvenile; Epilepsy; Myoclonic epilepsy; Disease; Medicine; Bioinformatics; Biology; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002847904,0.0002217026,0.0002298106,0.0006093032,0.0002131994,0.0003267764,0.0001785397,0.0002336479,0.001608538],"category_scores_gemma":[0.001400686,0.0001169809,0.00044902,0.0006991216,0.0001557196,0.0002099864,0.0002964369,0.0002943829,0.0001303621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001490791,"about_ca_system_score_gemma":0.0001684193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003696662,"about_ca_topic_score_gemma":0.006112269,"domain_scores_codex":[0.9997423,0.00005538963,0.00003305867,0.0000800889,0.00004595979,0.00004320909],"domain_scores_gemma":[0.9991595,0.0001413359,0.0004991444,0.00004823387,0.0000512105,0.0001005564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005191117,0.000004462572,0.9980363,0.000006812025,0.00004491462,0.0001036895,0.00002628897,0.00001867295,0.0002217591,0.00001721575,0.0000412269,0.001426658],"study_design_scores_gemma":[0.000001727286,0.00001918708,0.9994372,0.000003468907,0.00001565543,0.0003040091,0.00002816389,0.00004970751,0.0000304416,0.00002012139,0.00008910556,0.000001301816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997033,0.001718028,0.000122317,0.00007670221,0.00001094594,0.000004619083,0.0005104229,0.000006678213,0.0005172568],"genre_scores_gemma":[0.9993709,0.0002231217,0.00006485131,0.00001490211,0.000009783354,0.000002410157,0.0002168708,0.000002501847,0.00009465605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003696662,"threshold_uncertainty_score":0.007350266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02532602065601887,"score_gpt":0.2864943856914933,"score_spread":0.2611683650354744,"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."}}