{"id":"W2587598717","doi":"10.1093/pch/17.suppl_a.21aa","title":"Validity of the Canadian Triage and Acuity Scale for Children: A Multi-Centre, Database Study","year":2012,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Triage; Scale (ratio); Database; Medicine; Psychology; Medical emergency; Computer science; Geography; Cartography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01020732,0.0008325423,0.001581117,0.003368005,0.00287267,0.002900305,0.003852477,0.001555129,0.00144891],"category_scores_gemma":[0.05129787,0.001103837,0.001690519,0.008821922,0.002223949,0.002534803,0.002781061,0.001681938,0.0003144152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01327479,"about_ca_system_score_gemma":0.01427129,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5477201,"about_ca_topic_score_gemma":0.5898254,"domain_scores_codex":[0.9839311,0.004910011,0.002335813,0.001964346,0.005560445,0.00129829],"domain_scores_gemma":[0.9545351,0.01331801,0.01481396,0.003050161,0.01213056,0.002152357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001649188,0.0001109346,0.9973012,0.00005454376,0.0002675611,0.00003815322,0.0006575335,0.00004649683,0.00004486399,0.00006320969,0.0003474979,0.0009031349],"study_design_scores_gemma":[0.0000509052,0.00008131789,0.9978788,0.00004239815,0.0001113803,0.00008942853,0.001218655,0.0001924399,0.00003197433,0.0000195368,0.0002650681,0.00001805838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955094,0.0003454298,0.0001614746,0.0001898967,0.00002336365,0.0001559496,0.002799549,0.00000480257,0.0008101306],"genre_scores_gemma":[0.9952185,0.0002984031,0.0005025531,0.0001954196,0.00002387574,0.0002319104,0.003330952,0.00001395718,0.0001844607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4522799,"threshold_uncertainty_score":0.9098868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04581405736208882,"score_gpt":0.3310610641661616,"score_spread":0.2852470068040728,"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."}}