{"id":"W2092660927","doi":"10.1002/ajim.20382","title":"Evaluation of a participatory ergonomic intervention aimed at improving musculoskeletal health","year":2006,"lang":"en","type":"article","venue":"American Journal of Industrial Medicine","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Institute for Work & Health; University of Waterloo; University of Toronto","funders":"Workplace Safety and Insurance Board","keywords":"Medicine; Psychological intervention; Physical therapy; Human factors and ergonomics; Musculoskeletal disorder; Occupational safety and health; Intervention (counseling); Musculoskeletal injury; Participatory ergonomics; Work (physics); Musculoskeletal pain; Nursing; Poison control; Environmental health; Alternative medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.008596601,0.0001591771,0.0008101095,0.0003994603,0.00005290774,0.000003018338,0.00008488163,0.00007264575,0.0002473257],"category_scores_gemma":[0.002225689,0.0001137854,0.00030653,0.0003939093,0.0005535643,0.00009877126,0.00002238107,0.000334079,0.000004126919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008099416,"about_ca_system_score_gemma":0.0006372985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001397419,"about_ca_topic_score_gemma":0.00006867397,"domain_scores_codex":[0.9958662,0.0009540123,0.001586927,0.0001681531,0.001186474,0.0002382561],"domain_scores_gemma":[0.9963785,0.0002407766,0.002153673,0.0002023284,0.0008047948,0.0002198802],"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":[0.001074994,0.0003971226,0.02156434,0.0001284094,0.0001977112,0.000003032221,0.0004616662,0.0001576077,0.02529714,0.00003731945,0.002107923,0.9485728],"study_design_scores_gemma":[0.09242928,0.1123654,0.7395947,0.01541918,0.005734076,0.0003830961,0.01728175,0.0069222,0.006609756,0.0005572076,0.001812036,0.0008912915],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936774,0.0009077566,0.0002806944,0.003679905,0.0006591993,0.0005246075,0.000002025093,0.00001055105,0.0002578313],"genre_scores_gemma":[0.9979435,0.0000188645,0.0002685036,0.0001001186,0.001593345,0.00000938282,0.00001626852,0.0000187486,0.0000312285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9476814,"threshold_uncertainty_score":0.4640034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0551532645310349,"score_gpt":0.3670460698824274,"score_spread":0.3118928053513925,"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."}}