{"id":"W2001679063","doi":"10.1016/j.annemergmed.2012.05.024","title":"Performance of the Canadian Triage and Acuity Scale for Children: A Multicenter Database Study","year":2012,"lang":"en","type":"article","venue":"Annals of Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Winnipeg; Janeway Children's Health and Rehabilitation Centre; University of British Columbia; Centre hospitalier de l'Université Laval; BC Children's Hospital; Children's Hospital of Eastern Ontario; Children's Hospital of Western Ontario; Hospital for Sick Children; Alberta Children's Hospital; Izaak Walton Killam Health Centre; Stollery Children's Hospital; Montreal Children's Hospital; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Triage; Multicenter study; Scale (ratio); Medical emergency; Database; Emergency medicine; Internal medicine; Randomized controlled trial; Cartography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008279678,0.0001506924,0.0004117108,0.00009770438,0.0001694531,3.808725e-7,0.0001225789,0.00004081782,0.0003154239],"category_scores_gemma":[0.0005811715,0.00008815372,0.0001027621,0.0002408273,0.0001598605,0.0001028884,0.00006026354,0.0001093047,8.971489e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007888276,"about_ca_system_score_gemma":0.00005185728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01332432,"about_ca_topic_score_gemma":0.01884752,"domain_scores_codex":[0.9986779,0.00004294749,0.0005195265,0.0001613561,0.0002685221,0.0003297231],"domain_scores_gemma":[0.9988399,0.00003852757,0.0001667267,0.0003790041,0.0003583225,0.0002174945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001350105,0.0003023488,0.9452838,0.0002176341,0.0001984605,1.813221e-7,0.00301447,1.338103e-7,0.000911366,0.00001727896,0.04931942,0.0005999107],"study_design_scores_gemma":[0.001620973,0.0009546989,0.9897482,0.0002092721,0.0003843377,0.000001901842,0.001209371,0.00002387341,0.002730766,0.000004513863,0.00302612,0.00008601943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988273,0.005495074,0.000001825771,0.002546243,0.001041751,0.001190194,0.0001194868,0.000005953107,0.001326511],"genre_scores_gemma":[0.9951867,0.003667737,0.00002709849,0.0002682077,0.0004355519,0.00003480339,0.00002822334,0.00001242363,0.0003392055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0462933,"threshold_uncertainty_score":0.999056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1117129344955778,"score_gpt":0.3932015325870362,"score_spread":0.2814885980914583,"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."}}