{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00154399,0.0001743483,0.0007126163,0.0001268915,0.0002370542,0.000002918993,0.000156801,0.00004844457,0.0003068805],"category_scores_gemma":[0.0002699963,0.0001415142,0.0004802215,0.0002713031,0.00006559277,0.00006750617,0.0000410301,0.0006870437,4.833839e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005472354,"about_ca_system_score_gemma":0.0002142749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002594468,"about_ca_topic_score_gemma":0.000001827346,"domain_scores_codex":[0.9968575,0.0008762368,0.0009025729,0.0001638779,0.001002624,0.0001971473],"domain_scores_gemma":[0.9981875,0.0001802677,0.0007259492,0.0002371158,0.0005587629,0.0001104108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01418199,0.005269053,0.5000307,0.003820128,0.002133617,0.0006351332,0.0466135,0.0004429586,0.01001404,0.001553236,0.2528073,0.1624983],"study_design_scores_gemma":[0.01028515,0.0387669,0.8031499,0.001625225,0.001833196,0.0004328101,0.1135105,0.00003060794,0.007144586,0.0008129866,0.02161425,0.0007939112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862959,0.002278896,0.00007496704,0.001575362,0.003982034,0.0002105344,0.0001296608,0.00001368975,0.005438995],"genre_scores_gemma":[0.9991466,0.0001289311,0.0001210539,0.0001038449,0.0004085093,0.000003764133,0.00001638672,0.00001291871,0.00005797359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3031192,"threshold_uncertainty_score":0.577078,"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."}}