{"id":"W2408945905","doi":"10.1177/1550059416652055","title":"Slow Activity in Focal Epilepsy During Sleep and Wakefulness","year":2016,"lang":"en","type":"article","venue":"Clinical EEG and Neuroscience","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Novo Nordisk Fonden","keywords":"Wakefulness; Epilepsy; Electroencephalography; Sleep (system call); Slow-wave sleep; Sleep spindle; Delta wave; Delta Rhythm; K-complex; Lateralization of brain function; Non-rapid eye movement sleep; Audiology; Sleep onset; Psychology; Medicine; Neuroscience; Insomnia; Psychiatry; Alpha rhythm","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000458045,0.00009570595,0.0002438312,0.00005610959,0.0000883616,0.00001977391,0.00006567992,0.00006157105,0.000009783452],"category_scores_gemma":[0.001277773,0.00005474943,0.00004150846,0.000147676,0.0006591766,0.0001367096,0.0001192664,0.0001985814,0.000008347814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001645172,"about_ca_system_score_gemma":0.00004419659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009513839,"about_ca_topic_score_gemma":0.00001117298,"domain_scores_codex":[0.9986825,0.0001031764,0.0002059025,0.0004936238,0.0001988603,0.0003159517],"domain_scores_gemma":[0.9988149,0.0005326131,0.0000339204,0.0002008179,0.00001889637,0.0003989003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003289806,0.0002894276,0.8611879,0.0000215174,0.000001810744,0.0002412433,0.000009670728,6.948586e-8,0.03070694,0.0000515737,0.00001266223,0.1071482],"study_design_scores_gemma":[0.002394929,0.0007785319,0.9900486,0.00007011632,0.000006443538,0.00006117655,0.000003981701,0.0001930082,0.006020445,0.0001301082,0.000225842,0.00006677443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964216,0.00005501271,0.00007577042,0.002894537,0.0001460779,0.0001755279,0.000003839826,0.0000208032,0.0002067793],"genre_scores_gemma":[0.9985286,0.0006292355,0.0000328021,0.0002771852,0.00004353106,0.00001411673,1.217419e-7,0.000006062266,0.0004683206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1288607,"threshold_uncertainty_score":0.2428764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06427521272345676,"score_gpt":0.3795423952670809,"score_spread":0.3152671825436242,"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."}}