{"id":"W4206639622","doi":"10.3389/fneur.2021.799579","title":"Management of Epileptic Seizures in Disorders of Consciousness: An International Survey","year":2022,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Quebec Rehabilitation Research Network","funders":"FP7 Health; Canadian Institutes of Health Research; Koning Boudewijnstichting; Belgian Federal Science Policy Office; Mind Science Foundation; Fonds De La Recherche Scientifique - FNRS; European Commission; Horizon 2020 Framework Programme; Université Laval; Fundação Bial; European Space Agency","keywords":"Epilepsy; Medicine; Levetiracetam; Amantadine; Electroencephalography; Persistent vegetative state; Epileptic seizure; Pediatrics; Psychiatry; Intensive care medicine; Consciousness; Psychology; Minimally conscious state; Pharmacology","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":[],"consensus_categories":[],"category_scores_codex":[0.001007933,0.0001293662,0.0002417407,0.0007881724,0.0002209175,0.0004319139,0.0002108384,0.0003961543,0.0009204886],"category_scores_gemma":[0.002769834,0.0001985515,0.000311004,0.001228417,0.0002032298,0.000637973,0.0004917238,0.0004340508,0.0002805909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002854828,"about_ca_system_score_gemma":0.00029888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004316512,"about_ca_topic_score_gemma":0.004459262,"domain_scores_codex":[0.9992132,0.0002099713,0.0002039911,0.00009323101,0.0001685171,0.0001109679],"domain_scores_gemma":[0.9974174,0.0003458245,0.001553332,0.00008429476,0.0003140149,0.0002850961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001865219,0.00004342131,0.996707,0.00003705057,0.00001814913,0.00005697498,0.0004164862,0.00001655706,0.00007526753,0.0000125212,0.0003022303,0.002295672],"study_design_scores_gemma":[0.000001564441,0.00006726019,0.9982709,0.00001865566,0.000006631559,0.0001933009,0.0009835098,0.00004171945,0.00001839524,0.000005084366,0.0003907132,0.000002311345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974861,0.0003513316,0.00005471889,0.0003086281,0.000006196925,0.00002589127,0.0007829905,0.000003944825,0.0009801231],"genre_scores_gemma":[0.9981614,0.0007053515,0.0001099098,0.0002422999,0.000009037863,0.00002494401,0.0005739662,0.000001893995,0.0001712352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004316512,"threshold_uncertainty_score":0.008582771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01452464471256272,"score_gpt":0.29204407828872,"score_spread":0.2775194335761573,"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."}}