{"id":"W4403878707","doi":"10.1007/978-3-031-70292-1_17","title":"Use of Participatory Ergonomics to Ensure the Safety of Patients and Healthcare Workers in Cancer Care Settings; PECS Framework","year":2024,"lang":"en","type":"book-chapter","venue":"Integrated science","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Health care; Participatory ergonomics; Citizen journalism; Human factors and ergonomics; Patient safety; Medicine; Nursing; Business; Medical emergency; Computer science; Poison control; Political science; 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":[0.01684892,0.001041664,0.000480583,0.001883324,0.004506194,0.008843672,0.002655726,0.003145544,0.006266668],"category_scores_gemma":[0.007278554,0.0006531184,0.0007911503,0.001684079,0.02059618,0.005166812,0.008309501,0.002972197,0.0007427598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005697133,"about_ca_system_score_gemma":0.01669197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007202979,"about_ca_topic_score_gemma":0.01087322,"domain_scores_codex":[0.9846163,0.01107928,0.0004491241,0.0009418494,0.002122847,0.0007905696],"domain_scores_gemma":[0.9925939,0.005018759,0.000396058,0.0007216044,0.000853935,0.0004156969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007724875,0.0000565092,0.000394855,0.0001957927,0.000007813474,0.0001803782,0.01375295,0.001263769,0.0002229694,0.9461563,0.004133257,0.0336278],"study_design_scores_gemma":[0.00001837368,0.000104412,0.001472419,0.001037488,0.00001816404,0.0004495285,0.02416124,0.004246045,0.0009449181,0.7052307,0.2622866,0.00003007767],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01031839,0.002964656,0.3527371,0.0254013,0.0005035818,0.0006097526,0.00009532453,0.0001776044,0.6071922],"genre_scores_gemma":[0.5337645,0.003313648,0.3163955,0.003244373,0.0002477826,0.001558898,0.000151496,0.0001430612,0.1411808],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01684892,"threshold_uncertainty_score":0.08910668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1209907568071285,"score_gpt":0.4179869645189224,"score_spread":0.2969962077117939,"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."}}