Bibliographic record
Abstract
Ibu rumah tangga merupakan penderita HIV/AIDS tertinggi berdasarkan jenis pekerjaan di Kabupaten Banyumas. Penjangkauan ibu hamil dalam pemanfaatkan tes HIV merupakan target cakupan program penangunggulangan HIV/AIDS yang diprioritaskan. Penjangkauan layanan VCT membutuhkan peran stakeholder di perdesaan sebagai upaya deteksi dini terhadap penyebaran HIV/AIDS. Tujuan penelitian mendeskripsikan potensi sosial budaya dalam program penjangkauan dan pendampingan ibu hamil dalam pencegahan penularan HIV/AIDS dari ibu ke bayi di wilayah perdesaan Kabupaten Banyumas. Penelitian ini menggunakan metode kualitatif dengan pendekatan fenomenologi. Instrumen penelitian menggunakan wawancara mendalam. Informan penelitian berjumlah meliputi, warga peduli AIDS, bidan desa, kepala desa, tokoh masyarakat, kader kesehatan dan ibu hamil. Hasil penelitian menunjukkan potensi budaya yang dapat menjadi media promosi tentang penularan HIV/AIDS dari ibu ke bayi adalah calungan, wayang, kuda kepang, mitoni, ngupati, mitoni, hadroh, perjanjen dan sholawat. Potensi sosial yang dapat menguatkan program penjangkauan dan pendampingan ibu hamil dalam pencegahan penularan HIV/AIDS dari ibu ke bayi melalui berbagai kumpulan yang ada di desa. Dana Desa dialokasikan untuk bidang kesehatan namun belum dikhususkan untuk pencegahan penularan HIV/AIDS dari ibu ke bayi. Peraturan desa menjadi potensi kebijakan lokal untuk menguatkan program penjangkauan dan pendampingan ibu hamil dalam pencegahan penularan HIV/AIDS dari ibu ke 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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.007 | 0.003 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.003 | 0.002 |
| Insufficient payload (model declined to judge) | 0.488 | 0.286 |
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".