Predicting Posttraumatic Growth among Primary Caregivers of Neonates with Hyperbilirubinemia Admitted in Neonatal Intensive Care Unit
Bibliographic record
Abstract
Preterm neonatal care is important aspect of parenting. The main objective of this study is to find out the predictors of Posttraumatic growth among primary caregivers of newborn babies affected with hyperbilirubinemia. In this study caregivers of preterm babies with hyperbilirubinemia were studied to find out the predictors of posttraumatic growth. The sample of 300 parents was collected. The results of this study were found that diverse variables such as coping skills, personality traits and parental stress are act as predictors of posttraumatic growth among parents of neonates with hyperbilirubinemia. In Conclusion, Neonate Caregivers need special psychological care as suggestions and recommendations are incorporated to prevent caregiver stress at initial stage and also need to promote mental health care professionals at antenatal and postnatal levels.
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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 | 0.000 | 0.004 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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 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".