RELIABILITAS SISTEM TRIASE DALAM PELAYANAN GAWAT DARURAT : A REVIEW
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Pendahuluan.Triase dalam pelayanan gawat darurat adalah proses pengambilan keputusan yang diterapkan untuk mengidentifikasi pasien dan mengoptimalkan sumber daya. Sejak 1990 hingga tahun 2000 telah dirancang triase 5 skala diantaranya: Australian Triage Scale (ATS), Canadian Emergency Department Triage and Acuity Scale (CTAS), Manchester Triage Scale (MTS), dan Emergency Severity Index (ESI). Sehingga timbul pertanyaan tentang keandalan skala triase (reliabilitas). Pada review kali ini penulis akan fokus pada berbagai macam skala triase, penggunaannya di beberapa negara, dan reliabilitasnya. Penulis tidak akan menulis kembali pedoman/guideline dari triase yang telah secara resmi terpublikasikan.
 Metode. Penelusuran ini dilakukan mulai dari Januari hingga Maret 2019 dengan melakukan penelusuran database: PubMed, EMBASE, dan CINAHL. Kata kunci yang digunakan: ‘Triage in emergency 'ATAU' Canadian Triage and Acuity Scale’ ATAU ‘Emergency Severity Index’ ATAU ‘Manchester Triage Scale’ ATAU ‘Australasian Triage Scale’. Kriteria inklusi: uji acak terkendali (randomized controlled tria), studi retrospektif, observasional, studi kasus, review, systematc review, dan meta analisis. Hasil akhir review menemukan 12 artikel yang sesuai
 Hasil. Uji statistik Kappa menunjukan reliabilitas ATS 0,428 (95% CI 0,340-0,509), reliabilitas CTAS 0,871 (95% CI (0,840-0,897), reliabilitas ESI 0.730 (95% CI : 0.692 hingga 0.767), reliabilitas MTS 0,751 (CI 95%: 0,677 hingga 0,810).
 Kesimpulan. Berdasarkan hasil reliabilitas nilai ATS menunjukan realibilitas terkecil, realibilitas CTAS merupakan yang tertinggi, namun memiliki keterbatasan pada pelaksaan diluar Kanada. MTS merupakan skala yang reliabilitas dan juga penerapannya dianggap yang paling baik.
 
 Kata Kuci: Reliabilitas, Canadian Triage and Acuity Scale (CTAAS), Emergency Severity Index (ESI), Manchester Triage Scale (MTS), Australasian Triage Scale (ATS).
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.003 | 0.003 |
| Meta-epidemiology (broad) | 0.010 | 0.005 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.005 | 0.020 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it