{"id":"W7117484082","doi":"10.1002/brx2.70043","title":"Brain‐computer interface in clinical application: How far is it from realization?","year":2025,"lang":"en","type":"article","venue":"Brain‐X","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Science and Technology Commission of Shanghai Municipality; National Natural Science Foundation of China","keywords":"Clinical trial; Brain–computer interface; Spinal cord injury; Beijing; Clinical research; China; Randomized controlled trial; Paraplegia","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":[0.05316601,0.001745392,0.00307786,0.00225288,0.00228598,0.009915899,0.004355447,0.01523126,0.01402011],"category_scores_gemma":[0.06002442,0.001037562,0.001498283,0.001822581,0.01133952,0.02157926,0.004232988,0.02106028,0.008545744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004985859,"about_ca_system_score_gemma":0.01282809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004929883,"about_ca_topic_score_gemma":0.004248045,"domain_scores_codex":[0.9845105,0.007293364,0.001642875,0.001194617,0.004578595,0.0007801052],"domain_scores_gemma":[0.9404847,0.03283399,0.001736806,0.00216248,0.01914871,0.003633336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003852104,0.000427228,0.001942475,0.005522567,0.000127462,0.0004396825,0.0006637356,0.001112456,0.0009212164,0.1005522,0.1974595,0.6904461],"study_design_scores_gemma":[0.0002291687,0.001090044,0.002608784,0.01835102,0.0001261204,0.001110683,0.001550105,0.003092253,0.0008092807,0.1407102,0.8301415,0.0001807577],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001040298,0.4488217,0.01288169,0.5150872,0.01296961,0.0001082204,0.0001543058,0.0003703116,0.008566679],"genre_scores_gemma":[0.03440924,0.6951363,0.04249379,0.1917446,0.02907824,0.0007201401,0.000538591,0.0003376159,0.005541638],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05316601,"threshold_uncertainty_score":0.2811722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04440022260604919,"score_gpt":0.3610932679263696,"score_spread":0.3166930453203204,"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."}}