{"id":"W4415339462","doi":"10.34133/research.0984","title":"Long-Term Brain–Computer Interface Functional Electrical Stimulation Enhances Neuroplasticity and Functional Recovery in Elderly Stroke: A 4.5-Year Longitudinal Study Integrating Electroencephalography Biomarkers and Clinical Assessments","year":2025,"lang":"en","type":"article","venue":"Research","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Shanghai Professional Technology Service Platform on Cold Chain Equipment Performance and Energy Saving Evaluation; National Natural Science Foundation of China","keywords":"Functional electrical stimulation; Neuroplasticity; Cognition; Electroencephalography; Rehabilitation; Brain–computer interface; Neurophysiology; Longitudinal study; Quality of life (healthcare); Neurorehabilitation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002194144,0.0003915066,0.0005443396,0.0003774285,0.0003869162,0.0004251198,0.0002178331,0.0005508636,0.0003910379],"category_scores_gemma":[0.001846467,0.000230421,0.0007678443,0.000213049,0.0003034449,0.0005177872,0.0003341521,0.0005247361,0.0001729153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003081864,"about_ca_system_score_gemma":0.0003362496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003132111,"about_ca_topic_score_gemma":0.003880822,"domain_scores_codex":[0.99962,0.0001262993,0.00003286931,0.00006659919,0.00006723865,0.00008706898],"domain_scores_gemma":[0.9992347,0.0001178359,0.000239327,0.00007750272,0.0001827157,0.000147944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03363566,0.01502613,0.8904013,0.0001217524,0.001772104,0.0003297335,0.0009712791,0.0006473422,0.01363873,0.00004115711,0.0004838754,0.0429308],"study_design_scores_gemma":[0.0005728746,0.0598896,0.9352729,0.00001555868,0.0006067475,0.0001540665,0.000218401,0.0004847349,0.002237454,0.00003562749,0.0004884817,0.00002352766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996901,0.0001210715,0.0000505138,0.000009204916,0.000004280504,0.0000171782,0.00003472322,0.000002263096,0.00007076144],"genre_scores_gemma":[0.9991139,0.0001025329,0.0001028853,0.00003014501,0.00001219325,0.00003361203,0.0002501588,0.000001158184,0.0003534659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003132111,"threshold_uncertainty_score":0.01160389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09383171560832712,"score_gpt":0.4304339963817841,"score_spread":0.336602280773457,"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."}}