{"id":"W4281658284","doi":"10.1097/nne.0000000000001237","title":"Broken Bedside: A Simulated Experience for Nursing Students to Identify Safety Risks","year":2022,"lang":"en","type":"article","venue":"Nurse Educator","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lethbridge College","funders":"","keywords":"Patient safety; Nursing; MEDLINE; Psychology; Medicine; Medical education; Medical emergency; Health care; Political science","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007148677,0.0001834896,0.0002554059,0.0002186773,0.002555781,0.00002917423,0.0006546183,0.00005644049,0.00265885],"category_scores_gemma":[0.0002028499,0.0001939804,0.00009410347,0.0003969695,0.00003378466,0.0001172469,0.0003725188,0.0003291086,0.0003879263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00072634,"about_ca_system_score_gemma":0.0003401164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001945359,"about_ca_topic_score_gemma":0.00001540266,"domain_scores_codex":[0.9973314,0.0004507691,0.0004982234,0.0004782267,0.0005432823,0.0006981244],"domain_scores_gemma":[0.9986081,0.0003011191,0.0001519697,0.0005544304,0.00008545077,0.0002989894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0024754,0.00218182,0.03141988,0.0001261744,0.0001194236,0.000012875,0.5526751,0.0003815624,0.0008360165,0.001765787,0.3960691,0.01193693],"study_design_scores_gemma":[0.001405548,0.0001999922,0.05076237,0.0001662622,0.00005786904,9.132149e-7,0.2616109,0.00005268492,0.00003771149,0.0002343861,0.6852117,0.0002596419],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807969,0.00006623342,0.0005573062,0.002741854,0.007322059,0.003331881,0.00008214399,0.0001273464,0.004974291],"genre_scores_gemma":[0.9604622,0.000002428342,0.0002630528,0.004192947,0.0003461527,0.002115525,0.00003949902,0.00005278276,0.03252538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2910641,"threshold_uncertainty_score":0.9987428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.139790320896719,"score_gpt":0.5862684925859872,"score_spread":0.4464781716892682,"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."}}