{"id":"W4411443075","doi":"10.1016/j.clinph.2025.2110811","title":"Sleep-related epilepsy through the lens of stereo-EEG: Clinical and research update","year":2025,"lang":"en","type":"review","venue":"Clinical Neurophysiology","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sleep & Circadian Network; Hôpital du Sacré-Cœur de Montréal","funders":"NextGenerationEU; Ministero della Salute","keywords":"Electroencephalography; Epilepsy; Sleep (system call); Medicine; Psychology; Neuroscience; Audiology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008551356,0.001043939,0.001396958,0.00294672,0.0002256456,0.001214409,0.001028783,0.001385242,0.004426707],"category_scores_gemma":[0.001464584,0.0002794893,0.000536073,0.002297289,0.0007016968,0.002096804,0.0008061482,0.00203798,0.002753025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000540499,"about_ca_system_score_gemma":0.001206722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001066112,"about_ca_topic_score_gemma":0.002112457,"domain_scores_codex":[0.999799,0.00004483362,0.00004106842,0.00003017417,0.00007063544,0.00001422239],"domain_scores_gemma":[0.9990861,0.0005444295,0.00008225525,0.00002596318,0.0002045158,0.00005665151],"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":[0.00004949496,0.00003965995,0.000241368,0.01053135,0.00007209487,0.0002886698,0.00005955077,0.0002306985,0.0005441692,0.004299664,0.03307384,0.9505695],"study_design_scores_gemma":[0.00001760074,0.00007871166,0.001376096,0.006724149,0.0001462085,0.003638474,0.0000872634,0.0001481734,0.0002024489,0.003656022,0.9838959,0.00002894599],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006040437,0.9983791,0.0001517849,0.0004211978,0.0002198474,0.000002714126,0.00001524116,0.000006518051,0.0007430722],"genre_scores_gemma":[0.0005556608,0.9980881,0.0002323283,0.0002812589,0.0004755965,0.000005592855,0.0000295651,0.000002358119,0.0003295231],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004426707,"threshold_uncertainty_score":0.01480883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2877319370603614,"score_gpt":0.5064605874137647,"score_spread":0.2187286503534032,"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."}}