{"id":"W2154901678","doi":"10.1111/epi.13081","title":"Rapid eye movement sleep reveals epileptogenic spikes for resective surgery in children with generalized interictal discharges","year":2015,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Ontario Brain Institute","keywords":"Ictal; Wakefulness; Electroencephalography; Epilepsy; Magnetic resonance imaging; Psychology; Audiology; Scalp; Lateralization of brain function; Generalized epilepsy; Epilepsy surgery; Lesion; Medicine; Neuroscience; Surgery; Radiology","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":[0.0001953246,0.000370512,0.0002408802,0.0004902233,0.0001740424,0.0001752053,0.0001316527,0.0002065396,0.0009899169],"category_scores_gemma":[0.001268166,0.0001330173,0.0001997063,0.0002266627,0.0003836738,0.0002648149,0.0002472362,0.0002254841,0.0001492451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001760043,"about_ca_system_score_gemma":0.0002426346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001459605,"about_ca_topic_score_gemma":0.0026264,"domain_scores_codex":[0.9998264,0.00003415416,0.0000174977,0.00003872404,0.00003409773,0.00004922985],"domain_scores_gemma":[0.9995748,0.0001096582,0.000193026,0.0000212905,0.00003310162,0.00006804945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001783273,0.00003708908,0.975817,0.00004738489,0.00002482108,0.01214906,0.0002587528,0.00008800868,0.00573017,0.00004159048,0.0001371671,0.005490643],"study_design_scores_gemma":[0.00001430924,0.0003658537,0.9590623,0.00001546866,0.00002203658,0.03845655,0.0004528101,0.0001938174,0.001154805,0.00002872698,0.000228311,0.000004942451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996747,0.00009653999,0.00006731277,0.000008933501,0.000001538722,0.000003646495,0.00002111357,0.000003940129,0.0001223174],"genre_scores_gemma":[0.9997061,0.00008350673,0.000113061,0.000006343034,0.000002701433,0.000003831018,0.00004526503,0.000001628419,0.00003740148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001459605,"threshold_uncertainty_score":0.003311574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04116771384761418,"score_gpt":0.3110469057795328,"score_spread":0.2698791919319186,"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."}}