Penjangkauan Pekerja Seks Perempuan (Psp) Sebagai Upaya Pencegahan dan Penanggulangan HIV dan AIDS (Studi Kasus di LSM Sokoguru)
Bibliographic record
Abstract
In efforts to control HIV transmission, it is very important to achieve outreach targets. In the female sex worker population in Indonesia, there is a need for alternative HIV testing to increase the number of female sex worker who know their status. Sokoguru Fondation is one of the implementing units for the Global Fund New Funding Model project for HIV & AIDS prevention and control. Sokoguru Fondation is one of the sub-recipients and the Kalandara Foundation for the Global Fund project through PR (principal recipient) and IAC (Indonesia AIDS Coalition) for HIV/AIDS prevention and control efforts in key populations in the districts of Semarang, Pati, Grobogan, Rembang, and Blora. The first quarter outreach achievements at Sokoguru Foundation in February, March, and April were 55.6%, 95.4%, and 77%. This achievement has not yet reached the outreach target of 304 Female Sex Workers. In the first quarter HIV test results at the Sokoguru Foundation in February, March, and April were 14.5%, 28.4% and 4.7%. This achievement has not yet reached the outreach target of 359. In 2022, PSP outreach reached 5, namely in February 4 and April 1 person was detected with HIV+ and is still being sought for follow-up assistance. ABSTRAKDalam upaya penanggulangan penularan HIV, sangat penting untuk mencapai target penjangkauan. Pada populasi pekerja seks perempuan (PSP) di Indonesia, ada kebutuhan alternatif tes HIV untuk meningkatkan jumlah PSP yang mengetahui statusnya. LSM Sokoguru merupakan salah satu implementing unit untuk proyek Global Fund New Funding Model untuk upaya pencegahan dan penanggulangan HIV & AIDS. Lembaga Swadaya Masyarakat (LSM) Sokoguru merupakan salah satu sub-sub recipient dan Yayasan Kalandara untuk proyek Global Fund melalui PR (principal recipient) dan IAC (Indonesia Aids Coalition) untuk upaya pencegahan dan penanggulangan HIV/AIDS pada populasi kunci di wilayah Kabupaten Semarang, Pati, Grobogan, Rembang, dan Blora. Capaian penjangkauan kuartal 1 di Yayasan Sokoguru pada bulan Februari, Maret, dan April sejumlah 55,6%, 95,4%, dan 77%. Capaian tersebut belum mencapai target penjangkauan yaitu sejumlah 304 PSP. Pada capaian test HIV kuartal 1 di Yayasan Sokoguru pada bulan Februari, Maret, dan April sejumlah 14,5%, 28,4% dan 4,7%. Capaian tersebut belum mencapai target penjangkauan yaitu sejumlah 359. Pada tahun 2022, penjangkauan PSP didapatkan 5, yaitu pada bulan februari 4 dan April 1 orang yang terdeteksi HIV+ dan masih diupayakan untuk tindak lanjut pendampingan.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.008 | 0.001 |
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".