{"id":"W4408377440","doi":"10.1186/s12984-025-01604-0","title":"Exploring the impact of myoelectric prosthesis controllers on visuomotor behavior","year":2025,"lang":"en","type":"article","venue":"Journal of NeuroEngineering and Rehabilitation","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Glenrose Rehabilitation Hospital; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Killam Trusts","keywords":"Physical medicine and rehabilitation; Neurology; Prosthesis; Neural Prosthesis; Artificial limbs; Electromyography; Psychology; Medicine; Computer science; Neuroscience; Physical therapy","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":[0.0006981828,0.0003862677,0.0002193998,0.0001901729,0.00009276177,0.0003850545,0.0002508204,0.000312248,0.001730201],"category_scores_gemma":[0.003852016,0.0001124981,0.0002499245,0.00007196107,0.000219802,0.0002036715,0.000292164,0.0002750934,0.0001676534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001756608,"about_ca_system_score_gemma":0.0002395356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005966543,"about_ca_topic_score_gemma":0.0009032459,"domain_scores_codex":[0.999645,0.0000903414,0.00003162076,0.00008701388,0.00009591183,0.00005018713],"domain_scores_gemma":[0.9982458,0.001011433,0.0003158839,0.00008951681,0.0001557945,0.0001816586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01999912,0.01342537,0.1732216,0.001783294,0.0007195045,0.000377631,0.002982722,0.009613859,0.5286905,0.0003484209,0.000659816,0.2481783],"study_design_scores_gemma":[0.0007219396,0.07399574,0.8547322,0.0001169692,0.0005297537,0.0002964846,0.0008455882,0.01418883,0.05219752,0.0004623992,0.001844622,0.00006785905],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988588,0.0000395278,0.0007934024,0.00001080963,0.000003139721,0.00003392675,0.00003466253,0.000009106753,0.000216762],"genre_scores_gemma":[0.9976483,0.00005520118,0.001809294,0.0000152183,0.000003900288,0.0001023817,0.00006578663,0.000003978508,0.0002959931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001730201,"threshold_uncertainty_score":0.005788088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01358063065881702,"score_gpt":0.2400653915648488,"score_spread":0.2264847609060318,"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."}}