{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0347305,0.001800049,0.006244022,0.01450923,0.00161392,0.00576766,0.001985798,0.003186979,0.003077742],"category_scores_gemma":[0.09485699,0.001284067,0.005925696,0.01192729,0.001953394,0.004905776,0.002946034,0.002232828,0.0003775366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005514141,"about_ca_system_score_gemma":0.03471415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009161395,"about_ca_topic_score_gemma":0.02717625,"domain_scores_codex":[0.966381,0.02006157,0.006824596,0.001226206,0.004925215,0.0005815294],"domain_scores_gemma":[0.9101917,0.07261336,0.008429504,0.001616783,0.006332873,0.000815701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000101944,0.00005436663,0.000476485,0.8782598,0.003035815,0.00009586735,0.0007772042,0.0001288234,0.0001258006,0.0009288871,0.0014256,0.1145894],"study_design_scores_gemma":[0.0001028274,0.0001563398,0.001417089,0.9572177,0.0132468,0.0001967836,0.0006505681,0.00009303063,0.0001452958,0.0006429577,0.02609741,0.00003319882],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003995448,0.9979919,0.0003004586,0.0004177107,0.0001505193,0.0003973822,0.00004776549,0.000005663025,0.0002890394],"genre_scores_gemma":[0.008475307,0.9885176,0.001566345,0.0004103007,0.00009234025,0.0008092588,0.00004263436,0.000004096787,0.00008214769],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0347305,"threshold_uncertainty_score":0.1836747,"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."}}