{"id":"W3164741453","doi":"10.1016/j.braindev.2021.05.004","title":"A study on the relationship between non-epileptic fast (40 – 200 Hz) oscillations in scalp EEG and development in children","year":2021,"lang":"en","type":"article","venue":"Brain and Development","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; Ministry of Education, Culture, Sports, Science and Technology; McGill University","keywords":"Electroencephalography; Audiology; Scalp; Autism spectrum disorder; Neurocognitive; Psychology; Epilepsy; Autism; Medicine; Developmental psychology; Cognition; Neuroscience; Surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005367975,0.0003682235,0.0001984981,0.0008026295,0.0001904455,0.0002609954,0.0001559908,0.0002061735,0.001115173],"category_scores_gemma":[0.002730789,0.0001353082,0.0003308734,0.0007741853,0.0002378733,0.000285503,0.0002409128,0.0002094469,0.0001417094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001693495,"about_ca_system_score_gemma":0.0002879784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00306083,"about_ca_topic_score_gemma":0.002145494,"domain_scores_codex":[0.9996721,0.00009697287,0.00003683344,0.00007995262,0.00006567798,0.00004858305],"domain_scores_gemma":[0.9983038,0.0006466,0.0006866211,0.00005425472,0.0001992414,0.0001094617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001028349,0.00002430093,0.9951388,0.00003748409,0.00004021099,0.000254476,0.0001572313,0.00002695306,0.0008543071,0.0000121006,0.00003452738,0.003316855],"study_design_scores_gemma":[0.00000236806,0.0001167433,0.9986672,0.000006703112,0.00001854552,0.000750723,0.0001336489,0.00003194763,0.0001589964,0.000006077123,0.0001056005,0.000001410635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991603,0.0003557168,0.0001612974,0.00001073501,0.000002250255,0.000004941955,0.00009654075,0.000002360815,0.0002058723],"genre_scores_gemma":[0.9991123,0.0003526312,0.0002468208,0.000007577304,0.000006156123,0.00001137455,0.0001549543,0.000002486855,0.0001056916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00306083,"threshold_uncertainty_score":0.006085992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06043910550066064,"score_gpt":0.3223910624191679,"score_spread":0.2619519569185073,"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."}}