{"id":"W4288536055","doi":"10.29173/cjen157","title":"Identifying and managing latent safety threats though a zone-wide emergency department in-situ multidiscipline simulation program: A quality improvement project","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Nursing","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of British Columbia; University of Alberta Hospital; University of Calgary; Alberta Health; University of Alberta; Alberta Health Services","funders":"","keywords":"Quality (philosophy); Quality management; In situ; Process management; Emergency department; Computer science; Operations management; Engineering; Medicine; Geography; Nursing; Management system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002072484,0.0002020674,0.0003499941,0.0005969293,0.001651102,0.000003556804,0.0002082984,0.00007498438,0.0004548415],"category_scores_gemma":[0.0001932278,0.0002039405,0.0001257216,0.0006601581,0.00004083516,0.0003027615,0.00005551805,0.0007724105,0.000003080555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001581983,"about_ca_system_score_gemma":0.001148865,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002264437,"about_ca_topic_score_gemma":0.03224904,"domain_scores_codex":[0.9960521,0.0006372469,0.001814137,0.0003036683,0.0004806626,0.0007121598],"domain_scores_gemma":[0.9978468,0.00008229002,0.001138947,0.0002249392,0.0002146453,0.0004924254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005795045,0.0006322885,0.6566911,0.0005978808,0.0001917737,0.0001152574,0.1080617,0.02396797,0.0007129281,0.0007814061,0.002043608,0.2056247],"study_design_scores_gemma":[0.003628614,0.0007826532,0.8996378,0.001318025,0.0002069135,0.00001354904,0.05054885,0.006771918,0.00003074647,0.004184174,0.03218659,0.000690184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696763,0.002800186,0.01012733,0.005864293,0.007493827,0.002552984,0.00005199677,0.00003251814,0.001400583],"genre_scores_gemma":[0.9978502,0.0004420154,0.000812774,0.00009300336,0.0001724628,0.000138873,0.00005692665,0.00002819136,0.0004055049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2429467,"threshold_uncertainty_score":0.9996486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.158049928653015,"score_gpt":0.4806528438754125,"score_spread":0.3226029152223975,"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."}}