{"id":"W2009844767","doi":"10.1111/epi.12261","title":"Electroencephalography monitoring in critically ill children: Current practice and implications for future study design","year":2013,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Institute of Neurological Disorders and Stroke; Canadian Institutes of Health Research; National Institutes of Health; Epilepsiatutkimussäätiö; U.S. National Library of Medicine; H. Lundbeck A/S; Alberta Innovates; Epilepsy Foundation; Eisai; Physicians' Services Incorporated Foundation; Fundación Alfonso Martín Escudero; Children's Hospital of Philadelphia; Hospital for Sick Children; Pediatric Epilepsy Research Foundation; Child Neurology Foundation; University of California; Consortia for Improving Medicine with Innovation and Technology; Boston Children's Hospital","keywords":"Medicine; Status epilepticus; Critically ill; Electroencephalography; Intensive care medicine; Medical diagnosis; Epilepsy; Retrospective cohort study; Encephalopathy; Prospective cohort study; Internal medicine; Psychiatry; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002730807,0.0001470392,0.0002165366,0.000165587,0.0001153098,0.000052262,0.00007625076,0.00004571704,0.00001576755],"category_scores_gemma":[0.0005799551,0.0001184372,0.00005383272,0.0002722262,0.00004763338,0.0002053488,0.00002671355,0.0002580161,0.00001541278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005842488,"about_ca_system_score_gemma":0.00007142973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006328448,"about_ca_topic_score_gemma":0.000004527277,"domain_scores_codex":[0.9987339,0.000113742,0.0002232371,0.0003421584,0.0001629875,0.000423988],"domain_scores_gemma":[0.9985552,0.0003742636,0.00003704093,0.0002695145,0.0005196037,0.0002443946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001214603,0.00155284,0.9503921,0.00001888704,0.00009540383,0.000005233154,0.0002550161,4.515609e-7,0.0002828948,0.0004307545,0.0008203852,0.04602458],"study_design_scores_gemma":[0.001893898,0.001930703,0.9938554,0.00003275417,0.00009423643,0.00003767945,0.0006364067,0.00002199033,0.00009379546,0.0007977567,0.0005101963,0.00009515481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971771,0.004663875,0.003326064,0.01397559,0.0001150212,0.005869781,0.00001058108,0.00006228427,0.0002057791],"genre_scores_gemma":[0.983503,0.000947074,0.01306654,0.0001808341,0.0003427967,0.001909027,0.00001646878,0.00001909125,0.00001521274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04592942,"threshold_uncertainty_score":0.482973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02739637593631994,"score_gpt":0.3598592638563863,"score_spread":0.3324628879200664,"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."}}