{"id":"W3133222594","doi":"10.3171/2020.9.peds20520","title":"Phase-amplitude coupling of interictal fast activities modulated by slow waves on scalp EEG and its correlation with seizure outcomes of disconnection surgery in children with intractable nonlesional epileptic spasms","year":2021,"lang":"en","type":"article","venue":"Journal of Neurosurgery Pediatrics","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Electroencephalography; Disconnection; Scalp; Ictal; Epilepsy surgery; Surgery; Anesthesia; Psychiatry","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":[0.0002088656,0.0002945393,0.0002153423,0.0006290202,0.0001664797,0.0002320133,0.0001462361,0.0002148017,0.000670874],"category_scores_gemma":[0.001540118,0.0001231498,0.0002251068,0.0004052526,0.0002922266,0.0002827149,0.0002837015,0.0002713167,0.0001091737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002009242,"about_ca_system_score_gemma":0.0001929646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001210569,"about_ca_topic_score_gemma":0.001574739,"domain_scores_codex":[0.9998031,0.00003126375,0.00003259944,0.00004213643,0.00004600337,0.00004479812],"domain_scores_gemma":[0.9989985,0.0002019437,0.0005482839,0.00003433644,0.00008498189,0.0001319057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001376252,0.00002808983,0.9954762,0.00001043821,0.00001438666,0.000882539,0.0001223555,0.00005314844,0.001276488,0.000009263828,0.00002212668,0.001967366],"study_design_scores_gemma":[0.00000383763,0.0001760613,0.9968387,0.000002356457,0.000009831014,0.00247202,0.0001312737,0.00006714071,0.0002376593,0.00000566373,0.00005355574,0.00000182146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998318,0.00004972694,0.00002826865,0.000003987684,6.644935e-7,0.000001725422,0.00002541965,9.894582e-7,0.00005740821],"genre_scores_gemma":[0.9997514,0.00005502028,0.00005481174,0.000003232414,0.000002448537,0.000004192776,0.00008933953,0.000001032214,0.00003833328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001210569,"threshold_uncertainty_score":0.002407074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01491139440534003,"score_gpt":0.2662075991195693,"score_spread":0.2512962047142293,"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."}}