{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008700096,0.0009305434,0.0005917092,0.000635653,0.001398314,0.0006333336,0.0009022209,0.001180537,0.002739159],"category_scores_gemma":[0.01155728,0.0004429055,0.000578937,0.0003497696,0.0008602488,0.0007001441,0.001516416,0.000801362,0.0001961512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001255287,"about_ca_system_score_gemma":0.005318543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002141283,"about_ca_topic_score_gemma":0.003157109,"domain_scores_codex":[0.9934842,0.004469563,0.0003215127,0.0003916604,0.0006571042,0.0006760054],"domain_scores_gemma":[0.9927751,0.004146405,0.0008093321,0.0003507226,0.000730234,0.001188212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.04590117,0.4704979,0.02023391,0.004984009,0.0003614155,0.000690521,0.01095768,0.004069614,0.01694844,0.0009292986,0.0012713,0.4231548],"study_design_scores_gemma":[0.05761484,0.8136895,0.09618165,0.0006409166,0.0006500811,0.0002280604,0.004599424,0.005747304,0.0141479,0.001011645,0.005398418,0.00009023442],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888442,0.00009039033,0.002493941,0.0002454408,0.00003312317,0.007181926,0.00004990148,0.00005135381,0.001009607],"genre_scores_gemma":[0.9692447,0.0002033811,0.01665549,0.0001934008,0.0000388996,0.01277478,0.00007771056,0.000005735235,0.0008059106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008700096,"threshold_uncertainty_score":0.04601109,"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."}}