{"id":"W3183062051","doi":"10.3389/fnhum.2021.643294","title":"Brain-Computer Interfaces for Children With Complex Communication Needs and Limited Mobility: A Systematic Review","year":2021,"lang":"en","type":"review","venue":"Frontiers in Human Neuroscience","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Holland Bloorview Kids Rehabilitation Hospital","funders":"Government of Canada; Innovation, Science and Economic Development Canada","keywords":"Scopus; Brain–computer interface; Exploratory research; Psychology; MEDLINE; Population; Systematic review; Computer science; Physical medicine and rehabilitation; Medicine; Electroencephalography; Neuroscience","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009550534,0.0007225089,0.003123679,0.0006264645,0.0004166958,0.0006155423,0.00272433,0.0001681544,0.000004924748],"category_scores_gemma":[0.0007541017,0.0005430633,0.0002817107,0.001493992,0.0008635059,0.0004233516,0.0007992531,0.0006225748,8.354938e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001192285,"about_ca_system_score_gemma":0.0001078356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004955231,"about_ca_topic_score_gemma":0.00000463783,"domain_scores_codex":[0.9948015,0.001312435,0.001320523,0.001507817,0.0004651622,0.000592526],"domain_scores_gemma":[0.996484,0.0007549701,0.0009123179,0.001618744,0.00008134056,0.0001485743],"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":[0.00001131075,0.0004750098,0.00009687908,0.8870018,0.00008208049,0.00003201322,0.0007599466,0.00003708691,0.0001110881,0.0005311529,0.02727353,0.08358815],"study_design_scores_gemma":[0.0007420198,0.0007171442,0.00003797431,0.7787082,0.000970661,0.0008237361,0.00007913492,0.003126057,0.00007651661,0.00008448399,0.2130127,0.001621431],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001365021,0.982788,0.009595565,0.0002932975,0.0006969898,0.006233568,0.00008140288,0.0001265129,0.00004818832],"genre_scores_gemma":[0.0002665276,0.991937,0.003492612,0.003214823,0.00005149062,0.000689376,0.00005389535,0.00007457526,0.0002197096],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1857392,"threshold_uncertainty_score":0.9997021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06962213855169355,"score_gpt":0.3297881396579051,"score_spread":0.2601660011062116,"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."}}