{"id":"W2061458448","doi":"10.1186/1743-0003-7-22","title":"The design and testing of a novel mechanomyogram-driven switch controlled by small eyebrow movements","year":2010,"lang":"en","type":"article","venue":"Journal of NeuroEngineering and Rehabilitation","topic":"Gaze Tracking and Assistive Technology","field":"Computer Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Holland Bloorview Kids Rehabilitation Hospital","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Eyebrow; Computer science; Cued speech; Binary number; Physical medicine and rehabilitation; Population; Artificial intelligence; Medicine; Psychology; Communication; Cognitive psychology; Mathematics","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":[0.0005179346,0.00007764182,0.0001710481,0.00009963245,0.00007336261,0.00004954949,0.0001822088,0.00003333571,6.29053e-8],"category_scores_gemma":[0.001129585,0.00005099627,0.00003638299,0.0001364629,0.00006029713,0.00009669163,0.00003588753,0.000222887,3.319042e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005439372,"about_ca_system_score_gemma":0.00001635551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002581985,"about_ca_topic_score_gemma":5.387602e-7,"domain_scores_codex":[0.9993529,0.0000337044,0.0002976202,0.0001008461,0.0001074226,0.000107452],"domain_scores_gemma":[0.9978043,0.001636572,0.0002350093,0.0001097918,0.0001729108,0.00004136077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000045237,0.00009120941,0.002265312,0.00003448716,0.00003556769,0.000002432268,0.0002379735,0.003302074,0.9598485,0.002087349,0.00003320741,0.03201661],"study_design_scores_gemma":[0.00529674,0.003111879,0.0601064,0.0001622566,0.00003756918,0.0001780945,0.000116747,0.9218358,0.006368443,0.002132832,0.0004525064,0.0002006846],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5651956,0.00004772039,0.4338306,0.0006871701,0.0001389775,0.00008065221,2.250302e-7,0.00001646489,0.000002595401],"genre_scores_gemma":[0.7955099,0.00001102834,0.2044448,0.000009241788,0.00001158179,0.000003518002,3.071778e-8,0.000004195535,0.000005708803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9534801,"threshold_uncertainty_score":0.2079567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01150028163583094,"score_gpt":0.215577513517811,"score_spread":0.2040772318819801,"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."}}