{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003911216,0.0002330123,0.0003318468,0.0001774776,0.0001002869,0.0002277579,0.0008348138,0.0001871156,0.0001009354],"category_scores_gemma":[0.0005015669,0.0002234782,0.0001259075,0.0006423115,0.0001644323,0.0002457778,0.0003561409,0.0003372859,0.0001698818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004879493,"about_ca_system_score_gemma":0.00007528172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005137006,"about_ca_topic_score_gemma":0.0001151669,"domain_scores_codex":[0.9975396,0.0003339215,0.0005820998,0.0009864229,0.0002346724,0.0003232532],"domain_scores_gemma":[0.9971675,0.001856641,0.0001555712,0.0006794046,0.00005229813,0.00008861079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000608566,0.0003264526,0.006933787,0.00003950216,0.00003390023,0.00001461933,0.001911378,0.0002303672,0.01142755,0.01548948,0.8881304,0.07540174],"study_design_scores_gemma":[0.001384576,0.0001815251,0.01363381,0.0001808345,0.00001012255,0.000006375824,0.0001467419,0.0403183,0.04204775,0.005964422,0.8957027,0.0004229047],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2912456,0.000156372,0.490665,0.2090978,0.001593574,0.000709208,0.00008318476,0.0002716689,0.006177645],"genre_scores_gemma":[0.9153097,0.00003148368,0.001438523,0.07680624,0.0003682108,0.00003845085,0.0000130917,0.00002225137,0.005972058],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6240641,"threshold_uncertainty_score":0.9113178,"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."}}