{"id":"W3214386229","doi":"10.1016/j.autneu.2021.102907","title":"SUDEP risk and autonomic dysfunction in genetic epilepsies","year":2021,"lang":"en","type":"review","venue":"Autonomic Neuroscience","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"Fonds de Recherche du Québec - Santé; McGill University Health Centre","keywords":"Epilepsy; Sudden death; Medicine; Risk factor; Neuroscience; Bioinformatics; Biology; Cardiology; Internal medicine; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003277236,0.0003830252,0.001351536,0.0004033074,0.000132684,0.000105313,0.0001997408,0.0001571041,0.0000464304],"category_scores_gemma":[0.0003185174,0.0003150337,0.0002377877,0.0004611183,0.0003077281,0.000105666,0.0002183858,0.0006174472,0.0001210774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004636516,"about_ca_system_score_gemma":0.001446727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001994594,"about_ca_topic_score_gemma":0.0000411006,"domain_scores_codex":[0.9973541,0.0002542268,0.0005884732,0.001065389,0.0002071182,0.0005306245],"domain_scores_gemma":[0.9986205,0.0002418689,0.0002298682,0.0006030119,0.000023837,0.0002808936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005010117,0.0001129951,0.005838429,0.000903406,0.00001741006,0.000297403,0.00002002873,0.000008082698,0.000009235727,0.00002439154,0.0001061258,0.9926575],"study_design_scores_gemma":[0.0007327663,0.0004307926,0.06800811,0.003342011,0.0004102505,0.0005313858,0.000009151559,0.0004468171,0.000007318787,0.00003063757,0.9257021,0.0003486469],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02490555,0.9731411,0.0000145114,0.0000499041,0.0006374372,0.0009741579,0.0000543917,0.00005101082,0.0001719376],"genre_scores_gemma":[0.00307941,0.9955242,0.0001807803,0.00009239735,0.00008475876,0.0001658737,0.00003355204,0.00004394924,0.0007951317],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9923089,"threshold_uncertainty_score":0.9999302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04986751960758033,"score_gpt":0.3393523521555928,"score_spread":0.2894848325480125,"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."}}