{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1121643,0.000662927,0.001393277,0.002001378,0.001032893,0.002300998,0.002225237,0.001518042,0.001654252],"category_scores_gemma":[0.1606385,0.0003932577,0.0007666986,0.004614198,0.002783931,0.003434457,0.001903007,0.0009619036,0.0003209252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002818313,"about_ca_system_score_gemma":0.00807184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00443867,"about_ca_topic_score_gemma":0.007802267,"domain_scores_codex":[0.8896112,0.08485121,0.01400093,0.003866957,0.006421117,0.001248615],"domain_scores_gemma":[0.7999249,0.1000748,0.05946676,0.01205467,0.02337742,0.005101519],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008290234,0.0001626284,0.9610226,0.001174879,0.000146585,0.0001393323,0.000579624,0.0001623749,0.0001234301,0.0004793727,0.0007707138,0.0344095],"study_design_scores_gemma":[0.0008887395,0.005489456,0.9611914,0.00934044,0.0006835274,0.001580831,0.006517728,0.002540157,0.0004955299,0.001649892,0.009512808,0.0001096484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8281738,0.08810373,0.02170912,0.03786179,0.001850589,0.01076562,0.002091512,0.0001143044,0.009329558],"genre_scores_gemma":[0.9312376,0.01520097,0.02973717,0.006635494,0.001960007,0.01406178,0.0008040852,0.00002587966,0.0003370106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8878357,"threshold_uncertainty_score":0.5931888,"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."}}