{"id":"W3080427999","doi":"10.1002/ana.25884","title":"Sleep Disruption in Epilepsy: Ictal and Interictal Epileptic Activity Matter","year":2020,"lang":"en","type":"article","venue":"Annals of Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Fonds de Recherche du Québec - Santé","keywords":"Ictal; Polysomnography; Epilepsy; Electroencephalography; Arousal; Non-rapid eye movement sleep; Psychology; Rapid eye movement sleep; Slow-wave sleep; Sleep Stages; Sleep (system call); Anesthesia; K-complex; Audiology; Neuroscience; Medicine","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":[0.0001338359,0.0002121769,0.00009452552,0.0005523167,0.0001326664,0.0001904743,0.0001035253,0.0001364999,0.001469852],"category_scores_gemma":[0.0007307356,0.0000503928,0.0001012262,0.0005880029,0.0003177438,0.000183586,0.0002080947,0.00009357022,0.0001932497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001473788,"about_ca_system_score_gemma":0.0001250362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008896171,"about_ca_topic_score_gemma":0.001780554,"domain_scores_codex":[0.9999446,0.00001176639,0.000009674445,0.00001033141,0.00001578081,0.000007885524],"domain_scores_gemma":[0.9995453,0.00007920252,0.0002872282,0.00001608911,0.00003264647,0.00003948414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00070922,0.00006118264,0.9358211,0.0001757598,0.00006637818,0.001591833,0.0002096866,0.0002569979,0.01433023,0.0001293606,0.0002621727,0.04638612],"study_design_scores_gemma":[0.000009344424,0.000266326,0.9951916,0.00001316152,0.00001959244,0.003308225,0.00007926462,0.0001876498,0.0004425927,0.0001067993,0.0003732179,0.000002162227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960229,0.002356273,0.0004309099,0.00005994559,0.000008419685,0.00001041956,0.00006475189,0.00001515179,0.001031045],"genre_scores_gemma":[0.9992961,0.0003654131,0.0001119938,0.00001401272,0.0000173361,0.000002781896,0.00006281574,0.000001562757,0.000127896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001469852,"threshold_uncertainty_score":0.004917145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06394138449091624,"score_gpt":0.3450807962067123,"score_spread":0.281139411715796,"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."}}