Evaluasi Program Penanggulangan TBC Di Daerah Istimewa Yogyakarta (Studi pada Dinas Kesehatan DIY)
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
Tuberculosis control in Indonesia has made a lot of progress, but nationally the Special Region of Yogyakarta (DIY) until the second quarter of 2022, Treatment Coverage ranks 13th, which is 24.6% (SITB, 2022). It is estimated that 9,000 TB cases must be found and treated. This study aims to evaluate the implementation of the TB control program in DIY. Assessment is carried out on process and output aspects in DIY mid-2022. This observational research was conducted at the DIY Health Office. The analysis was carried out descriptively on the process and output variables by comparing the results with the targets or standards set by the Ministry of Health. The 3 main indicators of TB elimination in DIY have not achieved the target, but the activities for the Prevention and Control of Tuberculosis (P2TB) in DIY have been going quite well.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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