{"id":"W4400349515","doi":"10.3390/safety10030059","title":"Subjective Effects of Using a Passive Upper Limb Exoskeleton for Industrial Textile Workers","year":2024,"lang":"en","type":"article","venue":"Safety","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workload; Usability; Exoskeleton; Context (archaeology); Human factors and ergonomics; Work (physics); Engineering; Operations management; Computer science; Simulation; Poison control; Human–computer interaction; Medicine; Mechanical engineering; Medical emergency","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":[0.0002277196,0.000117641,0.0002567776,0.000136387,0.00004666481,0.000008107711,0.00003310747,0.0001633209,0.00005612901],"category_scores_gemma":[0.000664185,0.00008899459,0.0002787851,0.0002757057,0.00008594408,0.00006159128,0.00001690447,0.0001733724,0.000007497094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001514265,"about_ca_system_score_gemma":0.000211348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005001931,"about_ca_topic_score_gemma":0.000003604096,"domain_scores_codex":[0.9991462,0.00005237902,0.0002351291,0.0002289133,0.0001607193,0.0001766369],"domain_scores_gemma":[0.998665,0.0009884237,0.00004837825,0.0001446396,0.0000817596,0.00007180453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00848758,0.0007962533,0.02923718,0.02407351,0.00164166,0.00003963443,0.006667614,0.000198201,0.3199187,0.005582728,0.008021655,0.5953353],"study_design_scores_gemma":[0.02330102,0.0118926,0.7686551,0.02448226,0.002191068,0.00003703425,0.006594286,0.0217945,0.07271539,0.005791509,0.06099666,0.001548638],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905517,0.0005484849,0.003410103,0.0007000523,0.001210811,0.001932739,0.00001881559,0.00007252643,0.001554776],"genre_scores_gemma":[0.9978314,0.00001203686,0.0008573824,0.00004644326,0.0005042232,0.00004475278,0.00002498105,0.00002580391,0.0006529561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7394179,"threshold_uncertainty_score":0.3629094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01666949748441389,"score_gpt":0.3018271064257569,"score_spread":0.285157608941343,"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."}}