Becoming a parent: a model of parents' post-partum experience
Bibliographic record
Abstract
Perceiving oneself as parent is a key challenge during the transition to parenthood. The importance of health professionals in determining perceived efficacy in parents upon the birth of their child is few explored. The objective of this study is to analayze the relations between the first time parents' perceived efficacy and their perceptions of nurses' help-giving and critical events during post-partum period. SAMPLE AND METHOD: One hundred sixty couples participated in a correlational study by completing questionaires after the birth of their first child. RESULTS: A model of parents' postpartum experience was established where nurses' collaboration and help-giving practices contribute directly and indirectly to the parents' perception of control and perceptions of events. They contribute indirectly to parent's perceived self-efficacy. IMPLICATIONS: The help given by health professionals, especially nurses, to parents following the birth of a child makes a major positive difference in the parents' experiences.
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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 | 0.000 | 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".