{"id":"W3029573810","doi":"10.1097/wnp.0000000000000722","title":"Hypnagogic Frontal EEG Bursts in Children: Epileptic or Not?","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Neurophysiology","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Electroencephalography; Epilepsy; Audiology; Medicine; Anesthesia; Neuroscience; Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0003986001,0.0001806302,0.0008723892,0.0001262974,0.00005783719,0.00002905685,0.0008695735,0.0001683428,0.0003406127],"category_scores_gemma":[0.01426079,0.0001209236,0.0003510078,0.0004383865,0.0003774367,0.0001975965,0.0002323142,0.001662899,0.0002956432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001343228,"about_ca_system_score_gemma":0.0001857837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003686102,"about_ca_topic_score_gemma":9.13101e-7,"domain_scores_codex":[0.9956896,0.00140397,0.001543039,0.0004742126,0.0004550231,0.0004341829],"domain_scores_gemma":[0.9961283,0.002636324,0.0005208246,0.0002253351,0.00007387649,0.0004153811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.03010243,0.002516234,0.07856411,0.00005339547,0.00009152421,0.008282738,0.0002429871,0.001387239,0.7772105,0.0005009189,0.002994903,0.09805298],"study_design_scores_gemma":[0.004470647,0.007481903,0.9753605,0.00002590703,0.00002378318,0.0003968329,0.00002061057,0.001488579,0.008782773,0.0003831107,0.001330588,0.0002347324],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952946,0.00001726215,0.00004077745,0.003526198,0.0007817812,0.0001550289,0.000006392957,0.00001627444,0.0001616254],"genre_scores_gemma":[0.9865487,0.0003099926,0.00008339359,0.01187962,0.001103354,0.000002354463,4.700268e-7,0.0000242049,0.00004796581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8967964,"threshold_uncertainty_score":0.9940425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2041204029871127,"score_gpt":0.4237874957985584,"score_spread":0.2196670928114457,"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."}}