{"id":"W4286587735","doi":"10.5664/jcsm.10166","title":"Does epileptic activity impair sleep-related memory consolidation in epilepsy? A critical and systematic review","year":2022,"lang":"en","type":"review","venue":"Journal of Clinical Sleep Medicine","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Canadian Institutes of Health Research","keywords":"Epilepsy; Medicine; Sleep (system call); Memory consolidation; Consolidation (business); Psychiatry; Internal medicine; Hippocampus","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01620747,0.0006693446,0.01304076,0.0007294887,0.0001006035,0.0000196145,0.0003834239,0.0005398132,0.002433459],"category_scores_gemma":[0.06011454,0.0003053682,0.001534487,0.0008529591,0.0007326652,0.0001888892,0.0001865852,0.004362977,0.00003734312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004801828,"about_ca_system_score_gemma":0.0008736406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001904464,"about_ca_topic_score_gemma":0.000008275586,"domain_scores_codex":[0.9845817,0.004829914,0.007589511,0.0006302645,0.001770908,0.0005976981],"domain_scores_gemma":[0.9754661,0.01876439,0.003302254,0.0007945785,0.000388393,0.001284318],"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":[0.0002436261,0.001158601,0.000457403,0.6385605,0.001533053,0.003165712,0.0000352457,7.667141e-8,1.358711e-7,0.00002837598,0.0006077103,0.3542095],"study_design_scores_gemma":[0.005650506,0.007438764,0.0007116962,0.9051272,0.02578824,0.004157645,0.00009166394,0.00004935265,1.63714e-7,0.0001812807,0.05044486,0.0003586774],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002969127,0.9881586,0.00001606403,0.00605866,0.001262043,0.003710091,0.00001842877,0.00002336921,0.0004557633],"genre_scores_gemma":[0.002007284,0.9959024,0.00009195122,0.0007310015,0.0007666568,0.0001995074,0.0000487653,0.00007080242,0.0001816955],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3538509,"threshold_uncertainty_score":0.9999399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1023160399341302,"score_gpt":0.4821001442910094,"score_spread":0.3797841043568791,"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."}}