The Effect of Quarter Turn from Prone on Oxygen Saturation among Premature Babies with Respiratory Distress Syndrome
Bibliographic record
Abstract
<p>The rate of death and illnesses on premature babies is mostly respiratory distress syndrome (RDS). Desaturated-period frequently occurs on premature babies with RDS. One intervention to prevent it is a quarter turn from prone position. The research design was pre-experimental study with one group pre- and post-test design. This study involved 20 respondents that were selected with consecutive sampling technique. The setting of the research was in Perinatology ward at Prof. Dr. Margono Soekarjo. The oxygen saturation was examined before and after 2 hours of intervention. Data was then analyzed with Wilcoxon test. The results showed that median value of SpO2 before quarter turn from prone position was 94%, and its value after two hours of intervention was 96.5%. It was found that there was a significant effect in giving quarter turn from prone position to oxygen saturation on premature babies with RDS. Quarter turn from prone position was able to increase oxygen saturation on premature babies with RDS and is possible to be implemented in perinatology room.</p>
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How this classification was reachedexpand
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".