{"id":"W2160720231","doi":"10.1186/1757-7241-17-38","title":"Reliability and validity of triage systems in paediatric emergency care","year":2009,"lang":"en","type":"review","venue":"Scandinavian Journal of Trauma Resuscitation and Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Triage; Reliability (semiconductor); Medicine; Medical emergency; Validity; Emergency department; Scale (ratio); Emergency medicine; Nursing; Psychometrics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001957051,0.0005267125,0.003333649,0.001155463,0.000103336,0.000003629649,0.0001752897,0.0003178186,0.0001824885],"category_scores_gemma":[0.001470666,0.000355769,0.0005086552,0.001251267,0.0001945977,0.0001654448,0.00003414369,0.0007409643,8.451528e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001517121,"about_ca_system_score_gemma":0.0001509344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008694816,"about_ca_topic_score_gemma":0.00002525127,"domain_scores_codex":[0.9942535,0.0005455467,0.003722886,0.0004332212,0.0007084972,0.0003364056],"domain_scores_gemma":[0.996246,0.0001786238,0.001961948,0.0003095137,0.0009550204,0.0003488776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005014742,0.0003144247,0.01585784,0.115512,0.0005508512,0.0001671459,0.007744737,0.000005241846,0.0000135641,0.0001697379,0.02464438,0.8345186],"study_design_scores_gemma":[0.01216297,0.01291471,0.1035281,0.1337487,0.01621963,0.000788228,0.02531978,0.00003259131,0.000003481042,0.001211038,0.692336,0.001734876],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01014078,0.9836164,0.00001823551,0.0001726082,0.003887854,0.0008955988,0.00005196848,0.00001019206,0.001206363],"genre_scores_gemma":[0.02272355,0.9759603,0.00007676205,0.000004537332,0.0009927368,0.00001441023,0.00005788403,0.00003150752,0.0001383074],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8327838,"threshold_uncertainty_score":0.9998894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0783215271821435,"score_gpt":0.3806645870965864,"score_spread":0.3023430599144429,"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."}}