{"id":"W2046119767","doi":"10.1016/j.jsr.2011.05.002","title":"Evaluating repeated patient handling injuries following the implementation of a multi-factor ergonomic intervention program among health care workers","year":2011,"lang":"en","type":"article","venue":"Journal of Safety Research","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Poison control; Human factors and ergonomics; Injury prevention; Intervention (counseling); Occupational safety and health; Suicide prevention; Repeated measures design; Odds ratio; Randomized controlled trial; Health care; Risk factor; Physical therapy; Medical emergency; Nursing; Surgery","routes":{"ca_aff":true,"ca_fund":false,"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":[0.004833844,0.00008636413,0.0002739134,0.0002807734,0.0002166339,0.00001940316,0.000102212,0.00004889874,0.00006224141],"category_scores_gemma":[0.0006309001,0.00005398948,0.0003466755,0.0003186445,0.0001359873,0.0001704626,0.00005151516,0.0004590676,0.000001071018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004115959,"about_ca_system_score_gemma":0.0003859102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001034565,"about_ca_topic_score_gemma":0.0002534508,"domain_scores_codex":[0.9969491,0.0008839231,0.001043899,0.0001277379,0.0007427926,0.0002525661],"domain_scores_gemma":[0.9980439,0.0002224782,0.0006028121,0.0001698736,0.0008491577,0.0001117858],"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":[0.001318755,0.0003664985,0.2393325,0.0006953815,0.0002591376,0.000002630861,0.05048339,0.00002078337,0.00294435,0.000005536988,0.00003258557,0.7045385],"study_design_scores_gemma":[0.002141569,0.007584056,0.8913664,0.001543118,0.00003322901,0.000002465487,0.09478406,0.0003124397,0.002144922,0.00001282141,0.0000244462,0.00005051469],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997126,0.000870873,0.0001613559,0.0003409153,0.0001678733,0.001283092,0.000002724314,0.000009472441,0.00003763066],"genre_scores_gemma":[0.9929891,0.00004719972,0.006834516,0.000009679203,0.00005639399,0.00002368288,0.000009897348,0.00001426122,0.00001532746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7044879,"threshold_uncertainty_score":0.2201627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1381823548465384,"score_gpt":0.5048915664013923,"score_spread":0.3667092115548539,"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."}}