MétaCan
Menu
Back to cohort
Record W4407059478 · doi:10.70410/japm.v1i2.30

In-House Training Bantuan Hidup Dasar Dewasa Pada Staf dan Karyawan UPT Puskesmas Ciwaruga

2025· article· id· W4407059478 on OpenAlexaff
R Siti Jundiah, Lia Nurlianawati, Sumbara Sumbara, Nur Hayati, Sri Wulan Megawati, H. Syaiful Imam, Ade Iwan Mutiudin, Vivop Marti Lengga

Bibliographic record

VenueJurnal Adiguna Pengabdian Masyarakat. · 2025
Typearticle
Languageid
FieldMedicine
TopicPublic Health and Nutrition
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsMedicineGynecologyHumanitiesArt

Abstract

fetched live from OpenAlex

Penyakit jantung dan pembuluh darah masih menjadi penyebab utama kematian di dunia, dengan henti jantung mendadak sebagai salah satu komplikasi yang paling fatal. Saat kejadian ini terjadi, setiap detik sangat berharga. Penelitian menunjukkan bahwa tindakan Bantuan Hidup Dasar (BHD) yang dilakukan dalam lima menit pertama dapat meningkatkan peluang bertahan hidup secara signifikan. Oleh karena itu, penting bagi masyarakat untuk memahami BHD dan tersedianya alat Automated External Defibrillator (AED) di tempat umum agar pertolongan dapat segera diberikan. Sebagai fasilitas kesehatan di Kabupaten Bandung Barat, Puskesmas Ciwaruga berkomitmen untuk memberikan pelayanan terbaik dan memastikan keselamatan pasien. Hal ini sejalan dengan visi Universitas Bhakti Kencana yang bertekad mencetak perawat profesional, unggul, dan siap menghadapi situasi gawat darurat, baik di rumah sakit maupun di komunitas. Untuk itu, Puskesmas Ciwaruga bekerja sama dengan Universitas Bhakti Kencana, khususnya pengampu mata kuliah Keperawatan Gawat Darurat, dalam menyelenggarakan In House Training Bantuan Hidup Dasar. Pelatihan ini diharapkan dapat membekali tenaga medis dan masyarakat sekitar dengan keterampilan yang tepat dalam memberikan pertolongan pertama pada henti jantung. Dengan pelatihan yang komprehensif dan berbasis standar, kita dapat menciptakan lingkungan yang lebih aman dan memastikan setiap nyawa memiliki peluang lebih besar untuk diselamatkan.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.117
Threshold uncertainty score0.391

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.000
Science and technology studies0.0030.001
Scholarly communication0.0020.001
Open science0.0010.004
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.1170.037

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.

Opus teacher head0.028
GPT teacher head0.306
Teacher spread0.278 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreOther

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueJurnal Adiguna Pengabdian Masyarakat.Same topicPublic Health and NutritionFrench-language works237,207