{"id":"W4402222092","doi":"10.1177/2327857924131069","title":"Applying Human Factors Methods to Improve Workflow Safety in Transitioning to a New Special Care Nursery Unit","year":2024,"lang":"en","type":"article","venue":"Proceedings of the International Symposium on Human Factors and Ergonomics in Health Care","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Guelph General Hospital","funders":"","keywords":"Workflow; Unit (ring theory); Computer science; Process management; Psychology; Business; Database","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01149515,0.00081409,0.0005027144,0.002487451,0.001683509,0.003191424,0.0009135145,0.0005697905,0.002323746],"category_scores_gemma":[0.02152287,0.0003794963,0.0006823894,0.001784641,0.001197909,0.001153355,0.001511709,0.0007930467,0.0001929694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002835891,"about_ca_system_score_gemma":0.006935649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008196038,"about_ca_topic_score_gemma":0.01638801,"domain_scores_codex":[0.9906678,0.007056746,0.0003778557,0.0007225036,0.0008818556,0.0002932495],"domain_scores_gemma":[0.9753156,0.01939597,0.001945063,0.0007155212,0.001965844,0.0006619422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001020657,0.006233257,0.07632344,0.002140086,0.0004231306,0.0002572771,0.05561467,0.01201808,0.006997878,0.004838531,0.00216919,0.8319638],"study_design_scores_gemma":[0.002449772,0.0273762,0.4656451,0.004072608,0.002161239,0.0007021161,0.2032202,0.156674,0.03307952,0.03670574,0.06712835,0.0007851678],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7054269,0.001575374,0.2640588,0.002401148,0.0002452833,0.004988469,0.0002075311,0.0005632325,0.02053329],"genre_scores_gemma":[0.7712416,0.0008846136,0.2236724,0.0002317698,0.00003926843,0.002289189,0.00007948912,0.0000346214,0.001527119],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01149515,"threshold_uncertainty_score":0.06079286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04120310954448887,"score_gpt":0.4009914962884974,"score_spread":0.3597883867440085,"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."}}