{"id":"W2000430112","doi":"10.1016/j.apergo.2005.01.019","title":"Electromyography as a measure of peak and cumulative workload in intermediate care and its relationship to musculoskeletal injury: An exploratory ergonomic study","year":2005,"lang":"en","type":"article","venue":"Applied Ergonomics","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; University of Waterloo; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Workload; Shoulders; Medicine; Musculoskeletal injury; Physical therapy; Perceived exertion; Electromyography; Physical medicine and rehabilitation; Lumbar; Compression (physics); Surgery; Internal medicine; Heart rate","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":[0.0009639684,0.0004009804,0.0003981465,0.001042643,0.0005678491,0.0004133857,0.0003151973,0.0004415277,0.0011457],"category_scores_gemma":[0.00318981,0.0002284381,0.0003354597,0.000659001,0.0006429784,0.0003921038,0.0005938992,0.0005918025,0.0001650299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002888324,"about_ca_system_score_gemma":0.0003844723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003142446,"about_ca_topic_score_gemma":0.004375491,"domain_scores_codex":[0.9995184,0.0001996701,0.00003589899,0.00005470179,0.00008903406,0.0001023386],"domain_scores_gemma":[0.9986171,0.0007193873,0.0002178282,0.00005358338,0.0001423192,0.0002497734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007792696,0.002964393,0.9582226,0.00008182677,0.0001150754,0.001251629,0.002404215,0.0003064315,0.017113,0.0000881778,0.0000876344,0.009572442],"study_design_scores_gemma":[0.00003950682,0.005886039,0.9915982,0.000004172252,0.00003073591,0.0003866767,0.001158133,0.0002170247,0.0005741365,0.00002813045,0.00006981469,0.000007384447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995609,0.00004575458,0.0001113062,0.000008640924,0.000001557662,0.00001834304,0.00003298402,0.000001170044,0.000219343],"genre_scores_gemma":[0.9995822,0.0000315261,0.0001556138,0.00001285061,0.000005389448,0.00002369791,0.00003232649,9.930648e-7,0.0001553264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003142446,"threshold_uncertainty_score":0.006248295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01226280024349649,"score_gpt":0.2902615351548555,"score_spread":0.277998734911359,"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."}}