KETIDAKNYAMANAN FISIK DAN PSIKOLOGIS PADA IBU HAMIL TRIMESTER III DI WILAYAH PUSKESMAS BERBAH SLEMAN DAERAH ISTIMEWA YOGYAKARTA
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
Background: Women who are in pregnancy experience a lot of changes in themselves, both physically and psychologically. Changes continue to occur during the 9 months of pregnancy. Physical and psychological discomfort can be felt from the beginning during pregnancy. Then added with an overview of the labor process and how the baby will be after birth. Approximately 70% of pregnant women experience low back pain (LBP) that may occur since the early trimester, where the peak incidence of LBP occurs in pregnant women in the second and third trimesters of pregnancy. Anxiety or psychological mothers in facing the childbirth process is one of the discomforts experienced by pregnant women.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it