{"id":"W4400225770","doi":"10.1080/1463922x.2024.2373439","title":"The role of participatory ergonomics in supporting the safety of healthcare workers; a systematic review","year":2024,"lang":"en","type":"review","venue":"Theoretical Issues in Ergonomics Science","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Participatory ergonomics; Human factors and ergonomics; Health care; Citizen journalism; Knowledge management; Workplace safety; Engineering; Occupational safety and health; Engineering ethics; Psychology; Business; Process management; Computer science; Medicine; Poison control; Political science; Medical emergency; World Wide Web","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":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.03498404,0.0003448432,0.002668699,0.0003105929,0.0005485395,0.00002178255,0.00221285,0.0002855565,0.00005140616],"category_scores_gemma":[0.007582935,0.0001765263,0.0003001025,0.001933036,0.003090707,0.00009156059,0.0008839449,0.002070765,0.000124987],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001084037,"about_ca_system_score_gemma":0.007021156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003464986,"about_ca_topic_score_gemma":0.0003418906,"domain_scores_codex":[0.9888639,0.003630984,0.004933992,0.0005854796,0.0006770309,0.001308626],"domain_scores_gemma":[0.9858655,0.0109358,0.001352821,0.00130853,0.0002807575,0.0002565511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00007648271,0.00002134902,0.0001414128,0.46594,0.00001177356,0.000001146704,0.0007067072,0.000002872089,4.51165e-8,0.5145304,0.00001191221,0.01855584],"study_design_scores_gemma":[0.0001287056,0.00009686514,0.00009964796,0.9313104,0.0003260211,0.000003757323,0.003125536,0.001639789,7.900352e-7,0.02655858,0.03642077,0.0002891062],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001402685,0.990306,0.00000377076,0.00137029,0.0004412921,0.006308522,0.00007379432,0.00001383852,0.001342247],"genre_scores_gemma":[0.01857105,0.9799351,0.00007086489,0.0001182552,0.00008133936,0.001109782,0.000009723105,0.00003802696,0.0000658381],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4879719,"threshold_uncertainty_score":0.9996223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09174731062237738,"score_gpt":0.5244498663125062,"score_spread":0.4327025556901288,"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."}}