Pemberdayaan Dasawisma Melalui Pelatihan Terapi Komplementer Baby Massage di Wilayah Kelurahan Pondok Ranggon Jakarta Timur
Bibliographic record
Abstract
Pendahuluan: Pertumbuhan fisik bayi yang optimal sangat penting. Jakarta Timur mencatat 132.350 kelahiran pada 2023, tertinggi di wilayah lain. Banyak kader dasawisma di sini belum pernah mendapat pelatihan pijat bayi dan sangat tertarik. Oleh karena itu, Prodi DIII Keperawatan Universitas Bhakti Kencana PSDKU Jakarta mengadakan penyuluhan dan pelatihan baby massage. Metode: Kegiatan dilakukan melalui survei wilayah, dialog dengan pejabat, promosi kesehatan, pelatihan baby massage, dan evaluasi. Pelatihan diikuti oleh 20 kader dasawisma. Hasil: Pelatihan meningkatkan pengetahuan dari 7,15 menjadi 9,55 dan sikap dari 32,10 menjadi 35,15. Analisis menunjukkan peningkatan signifikan (p=0.000). Kesimpulan : Pelatihan baby massage meningkatkan pengetahuan dan sikap kader dasawisma di Jakarta Timur. Upaya berkelanjutan diperlukan untuk memastikan dampak jangka panjang, termasuk pengukuran pertumbuhan fisik bayi.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.041 | 0.006 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".