{"id":"W3204715910","doi":"10.3390/s21196646","title":"Alteration in HDEMG Spatial Parameters of Trunk Muscle Due to Handle Design during Pushing","year":2021,"lang":"en","type":"article","venue":"Sensors","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"New Brunswick Innovation Foundation","keywords":"Trunk; Computer science; Physical medicine and rehabilitation; Engineering; Medicine; Biology; Ecology","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":[0.000211264,0.0003213406,0.0001810987,0.0002049232,0.0001276391,0.0002091553,0.0001137957,0.0002552025,0.001659957],"category_scores_gemma":[0.0008575513,0.0001512077,0.0001546728,0.0001367489,0.0001930905,0.0001528115,0.0003016841,0.0001390776,0.0002153671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006918224,"about_ca_system_score_gemma":0.00007188282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006394556,"about_ca_topic_score_gemma":0.001716652,"domain_scores_codex":[0.9998223,0.00003106658,0.00001201914,0.00004621321,0.00005738233,0.00003103603],"domain_scores_gemma":[0.9997037,0.0000881834,0.0001066495,0.00001979924,0.00004902288,0.00003261473],"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":[0.002257776,0.0002644426,0.1796401,0.0002710979,0.0001207141,0.0005152223,0.0009409047,0.0002877752,0.7721968,0.0000342185,0.0002017919,0.04326924],"study_design_scores_gemma":[0.000009715085,0.0008105009,0.9893959,0.000009324481,0.00001734543,0.0003050406,0.0003197523,0.0002711677,0.008637649,0.00001985006,0.0001977623,0.000005908506],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987221,0.00007530802,0.0008123355,0.000008056215,0.000004678691,0.00001577454,0.00008268719,0.000008196851,0.0002706946],"genre_scores_gemma":[0.9982887,0.00006282314,0.001035704,0.00001574517,0.000006250422,0.00003114033,0.000133957,0.000004745679,0.0004208144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001659957,"threshold_uncertainty_score":0.005553126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01507611885093136,"score_gpt":0.2093187752772119,"score_spread":0.1942426564262805,"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."}}