{"id":"W4324119845","doi":"10.1109/cme55444.2022.10063300","title":"Wearable Multimodule Bio-signal Acquisition System: Brain Multi-Plus","year":2022,"lang":"en","type":"article","venue":"","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"HORIZON EUROPE Health; National Key Research and Development Program of China; National Natural Science Foundation of China; China Postdoctoral Science Foundation; Capital Health","keywords":"Wearable computer; Headset; SIGNAL (programming language); Synchronizing; Computer science; Population; Computer hardware; Medicine; Embedded system; Telecommunications","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0005687363,0.0008860949,0.0009216492,0.0006864638,0.0002725677,0.0006177897,0.0008178775,0.0007677433,0.009642254],"category_scores_gemma":[0.0008635396,0.0002924404,0.0002701058,0.0006817228,0.0001634204,0.0007211671,0.0006066172,0.000462572,0.002804996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002073512,"about_ca_system_score_gemma":0.0002751602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002567243,"about_ca_topic_score_gemma":0.0004146486,"domain_scores_codex":[0.9993601,0.000124416,0.00005382071,0.0002095199,0.0002238736,0.00002820623],"domain_scores_gemma":[0.9996009,0.00009452773,0.00005218778,0.0000542679,0.000158462,0.00003958536],"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":[0.001440384,0.0003209995,0.004869233,0.001254114,0.0002153022,0.0004614144,0.000297246,0.00124116,0.5217963,0.001012251,0.01337838,0.4537133],"study_design_scores_gemma":[0.0007209593,0.007148067,0.06337342,0.0003757293,0.0009145093,0.01517437,0.0002677728,0.1083301,0.6873135,0.002377426,0.1135643,0.0004398178],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1433224,0.003386573,0.8206344,0.000569583,0.0007720361,0.001051323,0.002019769,0.01594684,0.01229716],"genre_scores_gemma":[0.7080987,0.001901051,0.2588341,0.001374723,0.0004483914,0.00148009,0.001850115,0.000551177,0.02546167],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009642254,"threshold_uncertainty_score":0.03225654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03207017252189164,"score_gpt":0.2684614156905601,"score_spread":0.2363912431686685,"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."}}