{"id":"W1484564002","doi":"10.1002/9780471740360.ebs1379","title":"Myoelectric Control of Powered Upper‐Limb Prostheses","year":2006,"lang":"en","type":"other","venue":"Wiley Encyclopedia of Biomedical Engineering","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Sophistication; Physical medicine and rehabilitation; Control (management); Upper limb; Medicine; Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008894105,0.0004263763,0.0008188279,0.001149891,0.00001368449,0.000005918087,0.0002599928,0.0004017946,0.0002086196],"category_scores_gemma":[0.0001061019,0.0004112322,0.0002354353,0.0008144214,0.0001083664,0.00003747842,0.00002392544,0.0003091167,0.000003016321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004071604,"about_ca_system_score_gemma":0.0000382157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008938895,"about_ca_topic_score_gemma":0.000006979606,"domain_scores_codex":[0.9982383,0.00001337412,0.0005873035,0.000247639,0.0004507971,0.0004625904],"domain_scores_gemma":[0.9992625,0.0001284023,0.000157633,0.0002893831,0.00003851635,0.0001235497],"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":[0.00003016735,0.0003108,0.0005800074,0.004046973,0.001576032,0.00001873154,0.0001362816,0.001015298,0.01124062,0.0004263207,0.8987656,0.08185321],"study_design_scores_gemma":[0.000778735,0.0001904524,0.001326955,0.0007844536,0.0001076897,0.00000425138,0.000007734581,0.003379147,0.0006006348,0.0000130288,0.9922511,0.0005558045],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001247806,0.05432529,0.05700107,0.0001125024,0.002642169,0.001619078,0.0006011826,0.002912594,0.8795383],"genre_scores_gemma":[0.8344828,0.07503736,0.009314832,0.00009562752,0.004264321,0.000633097,0.000745579,0.004038194,0.07138819],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.833235,"threshold_uncertainty_score":0.9998339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002669997092752126,"score_gpt":0.1776729612142303,"score_spread":0.1750029641214781,"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."}}