{"id":"W4392110289","doi":"10.3390/s24051445","title":"Biomechanical Effects of Using a Passive Exoskeleton for the Upper Limb in Industrial Manufacturing Activities: A Pilot Study","year":2024,"lang":"en","type":"article","venue":"Sensors","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electromyography; Exoskeleton; Usability; Deltoid curve; Physical medicine and rehabilitation; Work (physics); Engineering; Physical therapy; Medicine; Computer science; Human–computer interaction; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001271531,0.0001035605,0.0001468656,0.0001417925,0.00003004033,0.0000278383,0.00006549979,0.00004942308,0.000002629644],"category_scores_gemma":[0.00006703698,0.00007316114,0.00005709007,0.0001281936,0.0000260144,0.00003112784,0.00002252202,0.0001632811,0.000001050077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006772849,"about_ca_system_score_gemma":0.00001755792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002497264,"about_ca_topic_score_gemma":0.00001139125,"domain_scores_codex":[0.9994062,0.00003433852,0.0001783629,0.0001213258,0.0001031637,0.0001566751],"domain_scores_gemma":[0.998781,0.001049607,0.00001606205,0.0001215751,0.000009008499,0.00002278893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002455723,0.0006817847,0.0003238387,0.00196609,0.0005487155,0.00005334767,0.01015449,0.8125489,0.1399661,0.00090791,0.0001135729,0.03248972],"study_design_scores_gemma":[0.001735638,0.002420141,0.0008684056,0.0005013283,0.0001354055,0.000005785804,0.004154067,0.8136224,0.1751557,0.0005641346,0.0005020296,0.0003349623],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959393,0.000118508,0.002015144,0.00006304093,0.0008808586,0.0009091242,0.000006591294,0.00005813082,0.000009338116],"genre_scores_gemma":[0.9995414,0.000009888047,0.0002625745,0.000003656912,0.00009653532,0.00003704739,5.882015e-7,0.00002859152,0.0000197339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03518961,"threshold_uncertainty_score":0.2983425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02702544299032194,"score_gpt":0.263341375163998,"score_spread":0.236315932173676,"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."}}