{"id":"W2095890329","doi":"10.1016/j.clinph.2013.11.034","title":"Complexity and familiarity enhance single-trial detectability of imagined movements with electroencephalography","year":2013,"lang":"en","type":"article","venue":"Clinical Neurophysiology","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; James S. McDonnell Foundation","keywords":"Electroencephalography; Psychology; Cognitive psychology; Physical medicine and rehabilitation; Neuroscience; Medicine","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":[0.0003709787,0.0004931944,0.000443021,0.000290718,0.0000796102,0.0006290792,0.0002481158,0.0004652499,0.002633285],"category_scores_gemma":[0.009393011,0.0003187538,0.0002727633,0.0001760861,0.0003614045,0.000999985,0.0006312897,0.0004608117,0.0002466276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008699897,"about_ca_system_score_gemma":0.0001236044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003320061,"about_ca_topic_score_gemma":0.0006066655,"domain_scores_codex":[0.9996843,0.00006249578,0.00003317132,0.00007487659,0.0001127305,0.00003241027],"domain_scores_gemma":[0.99641,0.002591921,0.0005601904,0.0001713452,0.00007648895,0.0001901717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01310791,0.0006194058,0.02366781,0.0003103597,0.0002752214,0.0003043246,0.0004603854,0.001693452,0.8865479,0.000378295,0.0004529904,0.07218196],"study_design_scores_gemma":[0.0005719747,0.004165864,0.8927826,0.00005534569,0.0002990166,0.001392085,0.0001641273,0.02166744,0.07535768,0.002628773,0.0008382801,0.00007677154],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947153,0.0002418261,0.003525196,0.00004976638,0.00005249104,0.00003456777,0.00008546968,0.00005077562,0.001244602],"genre_scores_gemma":[0.9973258,0.0001647778,0.001690298,0.00003664896,0.00006429252,0.00002313205,0.00008296895,0.00004179129,0.0005703009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002633285,"threshold_uncertainty_score":0.008809149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05795111062772865,"score_gpt":0.3289227899611756,"score_spread":0.270971679333447,"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."}}