{"id":"W4385767467","doi":"10.31083/j.jin2205111","title":"Derailment of Sleep Homeostatic Plasticity Affects the Most Plastic Brain Systems and Carries the Risk of Epilepsy","year":2023,"lang":"en","type":"review","venue":"Journal of Integrative Neuroscience","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Epileptogenesis; Epilepsy; Neuroscience; Non-rapid eye movement sleep; Homeostatic plasticity; Psychology; Sleep (system call); Neuroplasticity; Synaptic plasticity; Medicine; Metaplasticity; Electroencephalography; 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":[0.0003414589,0.0007819895,0.001175933,0.002082628,0.0002454341,0.0006937932,0.0007118932,0.001004401,0.004030253],"category_scores_gemma":[0.0005932392,0.0002118617,0.0004407922,0.001543849,0.0004235998,0.001044705,0.0005282016,0.001523124,0.002231383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004731705,"about_ca_system_score_gemma":0.0007029236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008937879,"about_ca_topic_score_gemma":0.00175378,"domain_scores_codex":[0.9998872,0.00001823216,0.00001923083,0.00002422872,0.00003841645,0.00001269815],"domain_scores_gemma":[0.9997903,0.0001052604,0.00002802389,0.000007138131,0.00004908079,0.00002022371],"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":[0.00005643372,0.0000465003,0.0001520097,0.01432332,0.00008011852,0.0001898661,0.00004950323,0.0002691553,0.001347226,0.005002785,0.02826788,0.9502152],"study_design_scores_gemma":[0.00001400938,0.00007640503,0.001022468,0.004090057,0.00009446846,0.001581647,0.00005545073,0.00008257692,0.0003313359,0.002930863,0.9897049,0.00001585914],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009728617,0.9983194,0.0001080922,0.0002797891,0.0001892615,0.000003249119,0.00001613095,0.000008111066,0.0009786165],"genre_scores_gemma":[0.0004925684,0.9986649,0.0001136519,0.0001396327,0.0001249166,0.000004500714,0.00001780327,0.000001333558,0.0004407107],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004030253,"threshold_uncertainty_score":0.01348257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05194633888165518,"score_gpt":0.3608413991792865,"score_spread":0.3088950602976314,"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."}}