{"id":"W4415114307","doi":"10.1186/s12984-026-01990-z","title":"Creating an engaging brain computer interface, electrical stimulation therapy for children with hemiparesis: a pilot study","year":2025,"lang":"en","type":"article","venue":"Journal of NeuroEngineering and Rehabilitation","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SAIT Polytechnic; Alberta Children's Hospital; University of Calgary","funders":"Alberta Children's Hospital Foundation; Children's Hospital Foundation","keywords":"Hemiparesis; Functional electrical stimulation; Brain–computer interface; Stroke (engine); Brain stimulation; Motor skill; SwIPe; Brain activity and meditation; Motor learning","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003681339,0.001050297,0.0008870512,0.0007629091,0.001410428,0.001047608,0.001213163,0.001261352,0.004574802],"category_scores_gemma":[0.004860936,0.0004933903,0.001109217,0.0005787919,0.001009047,0.0009727157,0.001308403,0.001509295,0.0008497771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008949102,"about_ca_system_score_gemma":0.00258434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002619073,"about_ca_topic_score_gemma":0.008094626,"domain_scores_codex":[0.9982982,0.0007524852,0.0001791697,0.0001622445,0.000231848,0.0003759648],"domain_scores_gemma":[0.997525,0.001109602,0.0002341164,0.0001582868,0.0003430809,0.0006298589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.008322058,0.3453496,0.1057841,0.01056047,0.0006710206,0.01605073,0.1693543,0.001861774,0.03480165,0.001254745,0.007117052,0.2988725],"study_design_scores_gemma":[0.0122519,0.4448894,0.3424146,0.00104392,0.0006513995,0.007532976,0.1281867,0.001952556,0.01722727,0.0007064519,0.04283997,0.0003028674],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947797,0.0001097509,0.0006021517,0.00009604821,0.00002050167,0.003034608,0.0002158486,0.00002885566,0.001112599],"genre_scores_gemma":[0.9672761,0.001051005,0.01533155,0.0003492651,0.00005690076,0.01345431,0.00055289,0.00003995672,0.001888201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004574802,"threshold_uncertainty_score":0.01946896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01557785960516543,"score_gpt":0.2869778551916272,"score_spread":0.2713999955864617,"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."}}