{"id":"W4282937826","doi":"10.1177/00469580221092132","title":"Workplace Musculoskeletal Disorder Prevention Practices and Experiences","year":2022,"lang":"en","type":"article","venue":"INQUIRY The Journal of Health Care Organization Provision and Financing","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"WorkplaceNL","keywords":"Thematic analysis; Descriptive statistics; Best practice; Occupational safety and health; Work (physics); Psychology; Human factors and ergonomics; Evidence-based practice; Medical education; Musculoskeletal disorder; Medicine; Applied psychology; Qualitative research; Environmental health; Poison control; Engineering; Alternative medicine; Political science; Sociology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001627263,0.00008255226,0.0001891102,0.0001132149,0.0007096512,0.00002349681,0.00005609298,0.00004069219,0.00006696655],"category_scores_gemma":[0.0008801822,0.00005387183,0.0000322834,0.0003627593,0.00008178873,0.0002313403,0.00007481257,0.0003341355,4.17695e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009056267,"about_ca_system_score_gemma":0.0003044897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001841438,"about_ca_topic_score_gemma":0.000004760315,"domain_scores_codex":[0.9985031,0.0004730288,0.0004654403,0.0001150015,0.0003326816,0.0001107269],"domain_scores_gemma":[0.9984828,0.0001592133,0.0009449554,0.00009522033,0.0002513824,0.00006638088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004339311,0.0003214298,0.06357592,0.002579033,0.00004534329,0.000005567802,0.4679918,0.0002016322,0.001676335,0.0002538962,0.002174194,0.4607409],"study_design_scores_gemma":[0.001924258,0.004984132,0.1500465,0.000418002,0.00007368164,0.0004465937,0.8300588,0.0002535346,0.000078582,0.00007291546,0.01147301,0.0001700183],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794446,0.008312971,0.003797822,0.007660421,0.0003865151,0.0003728342,4.044623e-7,0.00001122182,0.00001321812],"genre_scores_gemma":[0.9980509,0.0006554853,0.0005357012,0.0005611492,0.00009726334,0.000005206964,0.000007043674,0.00001310607,0.00007418125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4605709,"threshold_uncertainty_score":0.5458134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01541271650643019,"score_gpt":0.336635259553016,"score_spread":0.3212225430465859,"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."}}