{"id":"W3041340302","doi":"10.1155/2020/9825730","title":"Are Pediatric Triage Systems Reliable in the Emergency Department?","year":2020,"lang":"en","type":"review","venue":"Emergency Medicine International","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Triage; Medicine; Confidence interval; Emergency department; Reliability (semiconductor); Pediatric emergency medicine; Meta-analysis; Emergency medicine; Emergency physician; Internal medicine; Psychiatry","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":[0.07724345,0.001398528,0.006733221,0.005257629,0.0004770608,0.004649714,0.003057295,0.001988875,0.002275845],"category_scores_gemma":[0.2564217,0.00143841,0.0107607,0.006444233,0.002419661,0.003431389,0.001783076,0.00205704,0.0003071144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002759458,"about_ca_system_score_gemma":0.004537047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006713717,"about_ca_topic_score_gemma":0.006581028,"domain_scores_codex":[0.9170024,0.0460198,0.01891629,0.007122311,0.01004288,0.0008962782],"domain_scores_gemma":[0.664962,0.256551,0.05845184,0.005804759,0.01365618,0.0005742723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002398441,0.0000639812,0.06369985,0.6570682,0.1349165,0.0001226902,0.001145561,0.001129803,0.0002157805,0.001625219,0.002445629,0.1351684],"study_design_scores_gemma":[0.001648418,0.001630862,0.1529114,0.4524295,0.3550695,0.001126062,0.00178242,0.00154561,0.0009333583,0.004963502,0.02569542,0.0002639251],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007301223,0.9884643,0.001496992,0.001146073,0.0002372906,0.0001243345,0.0006210645,0.00001205795,0.000596735],"genre_scores_gemma":[0.4036618,0.5822715,0.007269136,0.002781416,0.001536149,0.0009682706,0.001332523,0.00005461457,0.0001246332],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07724345,"threshold_uncertainty_score":0.4085073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08902013569437246,"score_gpt":0.3982536485607286,"score_spread":0.3092335128663561,"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."}}