{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001277989,0.0001875127,0.0001614999,0.0002364605,0.0001044082,0.0003936429,0.0002553244,0.0001986312,0.004969663],"category_scores_gemma":[0.0003203081,0.00005468952,0.0000862065,0.0001477152,0.0001126206,0.0001602745,0.0002625237,0.00009974781,0.0009330204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007751955,"about_ca_system_score_gemma":0.00006023996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002309044,"about_ca_topic_score_gemma":0.0001996189,"domain_scores_codex":[0.9999133,0.00001611821,0.000006496585,0.000009759267,0.00004698017,0.000007238271],"domain_scores_gemma":[0.9999253,0.00002550376,0.00001032258,0.00001122131,0.00002187246,0.000005770426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008030487,0.0001562044,0.0007541663,0.0006223894,0.00004050554,0.0004070231,0.0001562406,0.01857081,0.6218321,0.003161511,0.00363624,0.3498599],"study_design_scores_gemma":[0.0004273816,0.003161238,0.03202653,0.0004795127,0.0001179848,0.002013488,0.0002488688,0.4289785,0.4161479,0.01573837,0.1005644,0.00009593447],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6607879,0.009767282,0.2392479,0.0003930115,0.0004155927,0.0002643708,0.0005018482,0.001511715,0.0871104],"genre_scores_gemma":[0.9820114,0.0007458336,0.006015067,0.00006982661,0.00003226098,0.00005183875,0.0001083552,0.00003239249,0.01093293],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004969663,"threshold_uncertainty_score":0.01662517,"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."}}