{"id":"W4200479187","doi":"10.2196/33812","title":"Remote Electroencephalography Monitoring of Epilepsy in Adults: Protocol for a Scoping Review","year":2021,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grey literature; CINAHL; Psychological intervention; MEDLINE; Systematic review; Medicine; Epilepsy; Population; Protocol (science); Electroencephalography; Documentation; Psychology; Psychiatry; Computer science; Alternative medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003431501,0.000602987,0.002794742,0.001024476,0.000178474,0.0001986301,0.002067323,0.0003492447,0.00005269895],"category_scores_gemma":[0.002536503,0.0004800041,0.0008854011,0.003597434,0.0003079618,0.0002781828,0.0006204797,0.001821244,0.00001457609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001932445,"about_ca_system_score_gemma":0.001542975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008525744,"about_ca_topic_score_gemma":0.000004464092,"domain_scores_codex":[0.9904056,0.003185038,0.002041559,0.001623839,0.001320155,0.00142387],"domain_scores_gemma":[0.9946849,0.002560735,0.0008122012,0.001230959,0.0005141101,0.0001970732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006336274,0.0002200247,0.00000761257,0.542287,0.000007204988,0.00003194951,0.00002762549,9.709139e-8,0.00004315998,0.00003982718,0.0007907016,0.4564815],"study_design_scores_gemma":[0.000546239,0.000664808,3.379199e-7,0.5570255,0.000003159545,0.00001780192,0.000003042874,0.000003977513,0.001387173,0.00004588357,0.4400905,0.0002115829],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[6.762495e-8,0.2647302,0.00003458058,0.00003413264,0.00001088272,0.7349508,0.00001997183,0.00004751587,0.0001718527],"genre_scores_gemma":[9.977656e-9,0.3752445,0.0007579323,0.00002048706,0.0001622119,0.6236962,0.000003531552,0.00006362703,0.00005149717],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.4562699,"threshold_uncertainty_score":0.9997652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4343948649615427,"score_gpt":0.6189645836610141,"score_spread":0.1845697186994714,"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."}}