{"id":"W2788941165","doi":"10.5539/mer.v8n1p16","title":"Muse Headband: Potential Communication Tool for Locked-in People","year":2018,"lang":"en","type":"article","venue":"Mechanical Engineering Research","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Software; Locked-in syndrome; Human–computer interaction; Simple (philosophy); Computer hardware; Psychology; Operating system; Neuroscience","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007176703,0.000730186,0.0003597111,0.0007977879,0.0004062545,0.0006990836,0.001328925,0.0009946125,0.01710051],"category_scores_gemma":[0.001580612,0.0002644934,0.0004283405,0.0002809729,0.0005400255,0.001357506,0.001259613,0.0004932442,0.002917356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002047889,"about_ca_system_score_gemma":0.0002376341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002401773,"about_ca_topic_score_gemma":0.0004227095,"domain_scores_codex":[0.9996675,0.0001203158,0.00001487021,0.00004932353,0.0001065224,0.00004146461],"domain_scores_gemma":[0.9994405,0.0002360193,0.00004649996,0.00005540117,0.0001198497,0.0001017549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001617647,0.0002352643,0.003317744,0.001074926,0.0001052415,0.001481927,0.001818197,0.0007441326,0.2358396,0.01422799,0.0594144,0.680123],"study_design_scores_gemma":[0.0007297228,0.00808457,0.019921,0.001070577,0.0009411954,0.02515287,0.002524727,0.02034366,0.246529,0.01687621,0.6572437,0.0005827003],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08291227,0.005113108,0.8557138,0.003187691,0.001246991,0.0005982815,0.0006045902,0.01054774,0.04007554],"genre_scores_gemma":[0.4826404,0.003982725,0.4463373,0.002944133,0.00084408,0.001280357,0.0006711889,0.001617771,0.05968216],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01710051,"threshold_uncertainty_score":0.05720693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05603978206329622,"score_gpt":0.3484823957353835,"score_spread":0.2924426136720873,"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."}}