{"id":"W4293536259","doi":"10.1080/00140139.2022.2119285","title":"Examining the relationship between human factors related quality risk factors and work related musculoskeletal disorder risk factors in manufacturing","year":2022,"lang":"en","type":"article","venue":"Ergonomics","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Waterloo","funders":"AUTO21 Network of Centres of Excellence; Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Human factors and ergonomics; Quality (philosophy); Musculoskeletal disorder; Risk factor; Work (physics); Human engineering; Risk analysis (engineering); Engineering; Psychology; Medicine; Environmental health; Forensic engineering; Applied psychology; Poison control; Mechanical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002106265,0.0004102341,0.0005988291,0.0003459377,0.001251187,0.000042716,0.0002063435,0.0002629255,0.0001697257],"category_scores_gemma":[0.001675496,0.0002985845,0.0002807523,0.0005076034,0.0002533092,0.0002194777,0.0002221598,0.002136635,0.000005733307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004535485,"about_ca_system_score_gemma":0.0000521568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00216129,"about_ca_topic_score_gemma":0.0001872316,"domain_scores_codex":[0.9959944,0.001478122,0.001096367,0.0006418673,0.0003443908,0.0004448461],"domain_scores_gemma":[0.9942786,0.004299076,0.0006136353,0.000603646,0.00002146066,0.0001836367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004726351,0.00007985855,0.9886838,0.00006951694,0.0001298653,7.241337e-7,0.008637956,0.001533247,0.00002398778,0.0001887636,0.00001220898,0.0005928153],"study_design_scores_gemma":[0.001196958,0.0002469887,0.9865594,0.00004118024,0.0001473432,5.170983e-7,0.01026285,0.00004986512,0.00002667643,0.0009451436,0.0001704614,0.0003526352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980347,0.0001449372,0.00002111972,0.0001187275,0.0003100267,0.0009042661,0.00006865946,0.0001468252,0.0002507786],"genre_scores_gemma":[0.9987996,0.00003310483,0.0000545326,0.000008600347,0.00004336795,0.00003228292,0.0006255065,0.00007187245,0.000331152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002820953,"threshold_uncertainty_score":0.9999467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04061516129480888,"score_gpt":0.2986690184638019,"score_spread":0.2580538571689931,"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."}}