{"id":"W3037757165","doi":"","title":"TRIAGE SYSTEMS IN EMERGENCY CARE (REVIEW)","year":2017,"lang":"en","type":"article","venue":"Knowledge International Journal","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Triage; Medical emergency; Medicine; Scale (ratio); Emergency department; Emergency medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002998579,0.0001266034,0.0002853689,0.0001397057,0.00020702,0.00003941653,0.000449185,0.00004715768,0.0005768551],"category_scores_gemma":[0.0006494992,0.000100073,0.0001912971,0.00004140887,0.00003600072,0.0001699563,0.0001178314,0.0003215561,0.0001409054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001757753,"about_ca_system_score_gemma":0.0001085161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003621149,"about_ca_topic_score_gemma":0.0001095552,"domain_scores_codex":[0.9988121,0.00004094977,0.0005108421,0.0001470644,0.0003185182,0.0001704998],"domain_scores_gemma":[0.998353,0.00001447479,0.0002554904,0.0002296116,0.001050492,0.00009695539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001904948,0.0003982881,0.168215,0.001252891,0.0007979432,0.001464098,0.003085773,0.00000367122,0.0004973221,0.001356626,0.7079299,0.114808],"study_design_scores_gemma":[0.003380114,0.0001530761,0.1467627,0.008114077,0.0001673815,0.0009685164,0.001598611,0.00009354916,0.0001133856,0.0002123703,0.8381262,0.0003099841],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02993868,0.7031327,0.00006880325,0.007228779,0.02457418,0.0003856707,0.00002705826,0.00002765363,0.2346164],"genre_scores_gemma":[0.7398916,0.2529198,0.00003853048,0.0001430593,0.002977857,0.00002211922,0.00001434817,0.0000160394,0.003976614],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.709953,"threshold_uncertainty_score":0.6316159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03639344410312014,"score_gpt":0.3933282875968134,"score_spread":0.3569348434936933,"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."}}