{"id":"W4291020297","doi":"10.1097/ncq.0000000000000638","title":"Effect of Emergency Severity Index Annual Competency Assessment on Mistriage","year":2022,"lang":"en","type":"article","venue":"Journal of Nursing Care Quality","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Gibson Energy (Canada)","funders":"","keywords":"Triage; Emergency department; Emergency nursing; Medicine; Chart; Retrospective cohort study; Medical emergency; MEDLINE; Nursing assessment; Emergency medicine; Nursing","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":[0.009277563,0.0001952706,0.0002962654,0.0003181108,0.0003813643,0.0004925379,0.0005404372,0.000353599,0.001443227],"category_scores_gemma":[0.06402887,0.0001394041,0.0003894393,0.0001978595,0.0003870543,0.0005899438,0.0010128,0.0008502095,0.0001229877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001093689,"about_ca_system_score_gemma":0.00315643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003462359,"about_ca_topic_score_gemma":0.003197759,"domain_scores_codex":[0.9940172,0.003526021,0.0005128777,0.0003215214,0.001095064,0.0005273767],"domain_scores_gemma":[0.9423526,0.03572693,0.01161584,0.001491109,0.004340505,0.004472957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007991618,0.01509941,0.7833286,0.0005898047,0.0002822632,0.000120621,0.003420402,0.001374976,0.001133123,0.000177144,0.001259892,0.1852222],"study_design_scores_gemma":[0.0001826397,0.01327914,0.9824741,0.0002366179,0.0001180137,0.00005826386,0.0007213069,0.001050411,0.001026938,0.0000449914,0.0007918733,0.00001565238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981676,0.0002752191,0.0002048538,0.000249766,0.00002484029,0.0001228111,0.00002923113,0.00001076384,0.0009147979],"genre_scores_gemma":[0.9992371,0.00008481651,0.0004039092,0.00005187469,0.000009124531,0.00007729837,0.00002713249,0.000001146204,0.000107507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009277563,"threshold_uncertainty_score":0.04906505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03182515971096413,"score_gpt":0.4320309267947732,"score_spread":0.4002057670838091,"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."}}