{"id":"W2070956290","doi":"10.3389/fnhum.2014.00199","title":"Online transcranial Doppler ultrasonographic control of an onscreen keyboard","year":2014,"lang":"en","type":"article","venue":"Frontiers in Human Neuroscience","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; University of Toronto","funders":"University of Toronto","keywords":"Brain–computer interface; Computer science; Task (project management); Speech recognition; Transcranial Doppler; Psychology; Electroencephalography; Medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004401304,0.00025724,0.0004214029,0.0004507179,0.0002094998,0.00009346512,0.001425601,0.000084238,0.00001613984],"category_scores_gemma":[0.0002613399,0.0002380296,0.0001226327,0.0007441409,0.001031836,0.0005224924,0.00004578954,0.0003475406,5.471143e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001783128,"about_ca_system_score_gemma":0.00002906682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003444033,"about_ca_topic_score_gemma":0.00003685315,"domain_scores_codex":[0.997089,0.0004321471,0.0005124372,0.0008954416,0.0005196317,0.0005512853],"domain_scores_gemma":[0.9989156,0.0001479139,0.0001799428,0.0005459943,0.00003240564,0.0001781364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008040394,0.0006436054,0.01352416,0.00002415188,0.000001445485,0.00001663001,0.0004514391,0.003262895,0.9763545,0.001576105,0.000452831,0.003611802],"study_design_scores_gemma":[0.007549858,0.004513897,0.1418318,0.0001832528,0.00004601961,0.0001194439,0.0002580951,0.381251,0.4454093,0.00586884,0.01146622,0.001502282],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8884832,0.00001708312,0.1089883,0.0001897091,0.001315528,0.0002988499,0.00006506049,0.00009947189,0.0005428058],"genre_scores_gemma":[0.9959615,0.00001167655,0.00201007,0.001777506,0.0001124901,0.00001006012,0.000002411948,0.00002376355,0.00009056107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5309452,"threshold_uncertainty_score":0.9706566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02164291712961428,"score_gpt":0.2644751872514235,"score_spread":0.2428322701218093,"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."}}