{"id":"W4400067839","doi":"10.1097/wnp.0000000000001057","title":"Clinical Utility of Sleep Recordings During Presurgical Epilepsy Evaluation With Stereo-Electroencephalography: A Systematic Review","year":2024,"lang":"en","type":"review","venue":"Journal of Clinical Neurophysiology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Fonds de Recherche du Québec - Santé","keywords":"Electroencephalography; Epilepsy; Sleep (system call); Context (archaeology); Medicine; Epilepsy surgery; Clinical Practice; Neuroscience; Medical physics; Psychology; Computer science; Physical therapy; 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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007930192,0.0006398473,0.0136357,0.0004267015,0.0000463444,0.00001924575,0.0005539174,0.0005737992,0.0001723876],"category_scores_gemma":[0.009215447,0.0003205436,0.005526476,0.0008035934,0.0006132395,0.00009769902,0.0001732087,0.003763993,0.00005993295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006484481,"about_ca_system_score_gemma":0.001520186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002460586,"about_ca_topic_score_gemma":8.462766e-7,"domain_scores_codex":[0.9790671,0.008494763,0.009663647,0.0008736074,0.001361235,0.000539674],"domain_scores_gemma":[0.9868157,0.004678076,0.00543844,0.001067781,0.001331716,0.0006682726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001695205,0.001401034,0.001259797,0.8661509,0.005156161,0.001694895,0.000003956429,1.574683e-7,0.000001192874,0.000006207838,0.0003574144,0.1222731],"study_design_scores_gemma":[0.003224361,0.02151218,0.009762437,0.8824876,0.06763487,0.003606933,0.000004497925,0.00006329874,4.581083e-7,0.0001309664,0.01124905,0.0003233805],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01087284,0.9841322,0.000005891249,0.0001677918,0.0007846501,0.003855861,0.00002087447,0.00002122809,0.0001387041],"genre_scores_gemma":[0.008893762,0.9896275,0.0002056205,0.0001535731,0.0008412646,0.0001179804,0.00002859661,0.00007440338,0.00005728231],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1219497,"threshold_uncertainty_score":0.9999247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1453834317608064,"score_gpt":0.4966066780380203,"score_spread":0.3512232462772139,"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."}}