{"id":"W2805960343","doi":"10.1111/epi.14438","title":"Heart rate variability in epilepsy: A potential biomarker of <scp>sudden unexpected death in epilepsy</scp> risk","year":2018,"lang":"en","type":"article","venue":"Epilepsia","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":148,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Alberta Children's Hospital; Montreal Children's Hospital; McGill University Health Centre; University of Calgary","funders":"National Health and Medical Research Council; National Institutes of Health; Epilepsy Research UK; Dravet Syndrome UK; Health Research Council of New Zealand; March of Dimes Foundation; Glasgow Children’s Hospital Charity; Alberta Children's Hospital Foundation; National Medical Research Council; Weizmann Institute of Science; UCB; NHS Greater Glasgow and Clyde; Citizens United for Research in Epilepsy","keywords":"Heart rate variability; Epilepsy; Medicine; Sudden death; Pathophysiology; Wakefulness; Biomarker; Anesthesia; Internal medicine; Heart rate; Cardiology; Electroencephalography; Psychiatry; Blood pressure","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":[0.005873546,0.0004329266,0.001344328,0.0005589552,0.0001026187,0.00003281922,0.0002568227,0.0004630596,0.0006953816],"category_scores_gemma":[0.004695744,0.0004097366,0.0003178779,0.001153896,0.0004293263,0.0002168428,0.0001469074,0.0007465897,0.0002511945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003181008,"about_ca_system_score_gemma":0.000713323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002371926,"about_ca_topic_score_gemma":0.0003391896,"domain_scores_codex":[0.9943274,0.001832551,0.001575862,0.001001948,0.0003444883,0.0009177019],"domain_scores_gemma":[0.9963784,0.001561716,0.0003098153,0.001151271,0.0002689221,0.0003298261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003261948,0.00119965,0.9088303,0.0001156668,0.000120732,0.00007413329,0.001138817,0.00003906211,0.08363231,0.0004869438,0.001146391,0.002889808],"study_design_scores_gemma":[0.004490231,0.0004181337,0.9602702,0.0001863977,0.0001022417,0.00002758386,0.0001701409,0.02017096,0.004641495,0.002008542,0.007349602,0.0001645257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924233,0.0000868679,0.001326762,0.001081421,0.0005357984,0.001373049,0.00009238913,0.0001130629,0.002967332],"genre_scores_gemma":[0.9970195,0.00003370432,0.001727352,0.000380285,0.0003348193,0.00009199376,0.00004742308,0.00005184281,0.00031313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07899081,"threshold_uncertainty_score":0.9998354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01597571032406654,"score_gpt":0.2703477402778654,"score_spread":0.2543720299537989,"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."}}