{"id":"W4387971754","doi":"10.12659/msm.941582","title":"A Review of the Roles and Implementation of Pediatric Emergency Triage Systems in China and Other Countries","year":2023,"lang":"en","type":"review","venue":"Medical Science Monitor","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Chengdu Science and Technology Bureau","keywords":"Triage; Medicine; Medical emergency; China; Emergency department; Pediatric emergency medicine; Emergency nursing; Scale (ratio); Emergency medicine; Nursing; Political science; Geography; Emergency physician","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":[0.002112846,0.0001589458,0.00105847,0.0001594018,0.00007622634,0.000003966112,0.0002187527,0.00008046886,0.00007271941],"category_scores_gemma":[0.001120393,0.00008108624,0.0001070192,0.001321541,0.0004593497,0.00004051125,0.0001769621,0.0001727623,0.000001186256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003205626,"about_ca_system_score_gemma":0.0004415735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002749025,"about_ca_topic_score_gemma":0.00005013759,"domain_scores_codex":[0.9976632,0.0001144935,0.000899111,0.0002531675,0.0008793757,0.0001906521],"domain_scores_gemma":[0.9991388,0.0001002758,0.0003966998,0.0001815303,0.00008564838,0.00009702132],"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":[0.000004983304,0.00005087328,0.02856216,0.6191562,0.00009897481,0.000008526128,0.0008395152,1.093301e-8,0.000001782117,0.0002576919,0.007439804,0.3435795],"study_design_scores_gemma":[0.000640567,0.0002216006,0.01433769,0.2295096,0.002023349,0.00003367261,0.001173355,0.000005885897,0.000004662,0.00002627315,0.7517163,0.0003070864],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001954343,0.9960684,5.711427e-7,0.000263214,0.0005527274,0.001036552,0.00005699263,0.000007002025,0.00006019032],"genre_scores_gemma":[0.0002815361,0.9992868,0.000003247154,0.0000317175,0.0002634559,0.00008329914,0.000002042074,0.000009563642,0.00003828118],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7442765,"threshold_uncertainty_score":0.3306601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04396465786352202,"score_gpt":0.4229716601604327,"score_spread":0.3790070022969108,"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."}}