{"id":"W2939515614","doi":"10.1016/j.nbd.2019.04.007","title":"Sleep, oscillations, interictal discharges, and seizures in human focal epilepsy","year":2019,"lang":"en","type":"review","venue":"Neurobiology of Disease","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":111,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University","funders":"Fonds de Recherche du Québec - Santé","keywords":"Epilepsy; Ictal; Electroencephalography; Sleep (system call); Neuroscience; Sleep spindle; Psychology; Slow-wave sleep; Medicine; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005003497,0.001082197,0.001322818,0.00209625,0.0002723869,0.0009498047,0.0008458734,0.001088302,0.002488528],"category_scores_gemma":[0.0005609008,0.000281339,0.0003393636,0.002693931,0.0007090245,0.00116334,0.0007723987,0.001359245,0.001398803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006174772,"about_ca_system_score_gemma":0.0009518738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002118046,"about_ca_topic_score_gemma":0.004454047,"domain_scores_codex":[0.9998959,0.00001595051,0.00001988922,0.00002310748,0.00003421437,0.00001086631],"domain_scores_gemma":[0.9997818,0.0001069389,0.00004434972,0.00000562688,0.0000382063,0.00002305508],"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":[0.0001147296,0.00005458665,0.0002715531,0.01388958,0.0000848181,0.0002074775,0.00006619059,0.0004299943,0.001439198,0.003975832,0.02119356,0.9582725],"study_design_scores_gemma":[0.00004704229,0.0001660962,0.003484299,0.00645841,0.0002267776,0.002093011,0.0001384043,0.0001877352,0.000356635,0.007090349,0.979713,0.00003822899],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004386481,0.9994604,0.00003773087,0.00009308933,0.00005728841,0.000001260312,0.000007051694,0.000001900395,0.0002974336],"genre_scores_gemma":[0.0003612227,0.9991102,0.00006209415,0.00006848562,0.0001608868,0.000002425748,0.00001345131,4.154163e-7,0.0002209548],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002488528,"threshold_uncertainty_score":0.008324921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1006128863523329,"score_gpt":0.381547955887233,"score_spread":0.2809350695349001,"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."}}