{"id":"W4237176254","doi":"10.21203/rs.3.rs-131929/v1","title":"Myoelectric Prosthesis Users and Non-Disabled Individuals Wearing A Simulated Prosthesis Exhibit Similar Compensatory Movement Strategies","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Advanced Research Projects Agency; Defense Advanced Research Projects Agency; Alberta Innovates","keywords":"Prosthesis; Movement (music); Physical medicine and rehabilitation; Psychology; Orthodontics; Computer science; Medicine; Surgery; Art; Aesthetics","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":[0.0003662205,0.0002717602,0.0002333509,0.0005142,0.0001458067,0.0004051949,0.0001800177,0.0003109308,0.00359338],"category_scores_gemma":[0.001882055,0.00009283859,0.00017369,0.0001619811,0.0002640983,0.0002894499,0.0004312992,0.0001161855,0.0005339434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006179923,"about_ca_system_score_gemma":0.00006402659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004157149,"about_ca_topic_score_gemma":0.0005146671,"domain_scores_codex":[0.9997682,0.00005298407,0.00004439466,0.00005484508,0.00004310205,0.00003652222],"domain_scores_gemma":[0.9991881,0.0003229672,0.0002069558,0.00007255402,0.0000970184,0.0001123681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003981788,0.000892361,0.8654945,0.0003611043,0.000160747,0.00105571,0.005386615,0.0004454943,0.08928587,0.0001598127,0.0001509275,0.03262491],"study_design_scores_gemma":[0.00002803866,0.002177984,0.9899758,0.00001562029,0.00002783113,0.002219818,0.001758292,0.0004223477,0.002919665,0.00008915657,0.0003560612,0.000009522966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994689,0.00003662474,0.0001779056,0.000003420731,9.658677e-7,0.000007518152,0.00004030531,0.000002912993,0.0002615654],"genre_scores_gemma":[0.9993898,0.00002190906,0.00019886,0.00000565193,8.782827e-7,0.00001406762,0.00007365123,0.000001081332,0.00029422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00359338,"threshold_uncertainty_score":0.01202106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0410826652582518,"score_gpt":0.3096402675424859,"score_spread":0.2685576022842341,"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."}}