{"id":"W4379279974","doi":"10.1017/cjn.2023.107","title":"P.002 Increased epileptiform activity during N2 and slow wave sleep in Alzheimer’s Disease","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Slow-wave sleep; Sleep (system call); Epilepsy; Medicine; K-complex; Rapid eye movement sleep; Sleep Stages; Cognitive impairment; Audiology; Cognition; Alzheimer's disease; Disease; Psychology; Electroencephalography; Internal medicine; Polysomnography; Neuroscience","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003546241,0.0007059594,0.001273476,0.003226627,0.0003819741,0.001387151,0.0009359341,0.001248703,0.02266043],"category_scores_gemma":[0.0193477,0.0003440424,0.004782985,0.006016046,0.0006333131,0.001727176,0.0007735061,0.00109118,0.00111003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000888661,"about_ca_system_score_gemma":0.001616014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002879483,"about_ca_topic_score_gemma":0.004891826,"domain_scores_codex":[0.996256,0.001216837,0.0009598284,0.0004531481,0.0009492732,0.0001649593],"domain_scores_gemma":[0.9776891,0.01660504,0.003562433,0.0001637455,0.001687061,0.0002925743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.003216384,0.0000580046,0.06675661,0.7005031,0.03403318,0.0008088255,0.0007940075,0.0003254864,0.0009275621,0.001353985,0.02511312,0.1661097],"study_design_scores_gemma":[0.002131322,0.001325513,0.3904184,0.3521715,0.1006355,0.004681746,0.001867413,0.0008621932,0.0009207886,0.006390046,0.1384892,0.0001064439],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02804668,0.9447241,0.001525613,0.004739553,0.002796235,0.0004097882,0.007924823,0.00005212974,0.009781027],"genre_scores_gemma":[0.4992102,0.4777616,0.004146558,0.005508788,0.003369676,0.001481945,0.003309414,0.00007269686,0.00513917],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02266043,"threshold_uncertainty_score":0.07580668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05833061851833975,"score_gpt":0.3012709925199967,"score_spread":0.242940374001657,"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."}}