{"id":"W3119667707","doi":"10.1097/wnp.0000000000000812","title":"Non-neurophysiologist Physicians and Nurses Can Detect Subclinical Seizures in Children Using a Panel of Quantitative EEG Trends and a Seizure Detection Algorithm","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Neurophysiology","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster Children's Hospital","funders":"","keywords":"Confidence interval; Electroencephalography; Medicine; Pediatric intensive care unit; Inter-rater reliability; Ictal; Intensive care unit; Pediatrics; Intensive care; Audiology; Psychology; Psychiatry; Intensive care medicine; Internal medicine; Rating scale; Developmental psychology","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":[0.008237792,0.0006279402,0.0004616318,0.001876294,0.0002298183,0.0008647355,0.0004634265,0.0006448959,0.001104105],"category_scores_gemma":[0.04158891,0.0004223853,0.0004202297,0.0005471454,0.0002841536,0.0009925015,0.000907266,0.000337891,0.0004693969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003026902,"about_ca_system_score_gemma":0.0005899852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00161134,"about_ca_topic_score_gemma":0.002790866,"domain_scores_codex":[0.993461,0.00282433,0.0009731553,0.0008862087,0.001568057,0.0002873074],"domain_scores_gemma":[0.9773328,0.01239888,0.004081929,0.0009824429,0.004476903,0.0007269874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003310968,0.00005121712,0.9650807,0.00007605493,0.00008760476,0.0001536126,0.0003008019,0.0008274954,0.001567173,0.0000278973,0.0002267718,0.03126963],"study_design_scores_gemma":[0.00006973486,0.001144704,0.9731866,0.0001759477,0.0001551272,0.002197393,0.0009552528,0.01663219,0.003796024,0.0001365535,0.001510759,0.00003978928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900321,0.000771138,0.007239226,0.0001404241,0.00003553203,0.00009473691,0.0001577993,0.000101502,0.001427714],"genre_scores_gemma":[0.9898953,0.000179549,0.009368019,0.0000626539,0.00002389349,0.00005813724,0.0002198039,0.000008238382,0.0001844213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008237792,"threshold_uncertainty_score":0.04356617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09761220284546167,"score_gpt":0.3860371283057022,"score_spread":0.2884249254602406,"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."}}