{"id":"W4404296613","doi":"10.29173/cjen357","title":"Mini-evaluation of triage accuracy","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Nursing","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Regina Qu'Appelle Health Region","funders":"","keywords":"Triage; Computer science; Medicine; Medical emergency","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006971508,0.000110473,0.00030424,0.000339958,0.0001097651,0.000003751568,0.00008872597,0.00005814045,0.001259804],"category_scores_gemma":[0.0007749232,0.00009936219,0.0002195729,0.0003380817,0.0000660123,0.0001344091,0.000002076541,0.0001469039,0.000003153969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002111495,"about_ca_system_score_gemma":0.0011544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001887378,"about_ca_topic_score_gemma":0.004149264,"domain_scores_codex":[0.9984795,0.00006908279,0.0007240786,0.00009274685,0.0003933217,0.0002412177],"domain_scores_gemma":[0.9979365,0.00002595911,0.0003767433,0.0001347471,0.001291201,0.0002348118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002021339,0.0003033804,0.09321263,0.000186551,0.0004985398,0.000204757,0.005643831,0.0003615097,0.0225157,0.002422284,0.7500671,0.1243816],"study_design_scores_gemma":[0.01194262,0.002371152,0.7733062,0.005894025,0.008228772,0.0009129324,0.01546964,0.001163771,0.03028348,0.03078547,0.1183532,0.001288712],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9358078,0.02227886,0.0001096404,0.002425631,0.004246389,0.0001978925,0.00001433545,0.00000382873,0.03491557],"genre_scores_gemma":[0.9983402,0.0002764034,0.0003325425,0.00002687022,0.0007876558,0.000001199044,0.000007521023,0.00001342637,0.0002141477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6800936,"threshold_uncertainty_score":0.9996532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0644848603933966,"score_gpt":0.3618445247151268,"score_spread":0.2973596643217302,"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."}}