Affirming parental love in the pediatric intensive care unit
Bibliographic record
Abstract
OBJECTIVE: To argue that that there has been a remarkable absence of discussion of the importance of parental love in the pediatric intensive care literature, and that this silence has been to the detriment of both medical and nursing pediatric intensive care practice. CONCLUSIONS: Research and anecdotal literature to date have focused on the negative changes that occur in the parental role during a child's pediatric intensive care unit admission. In contrast, the love that a parent holds for his or her child is profoundly positive and stable; it is not a "role" that can be taken away or threatened. It is proposed that the recognition and acknowledgment of this love will alter the critical care encounter for parents, physicians, and nurses and result in a better understanding by the staff of parental attitudes and behaviors. This may be particularly effective in situations where it is perceived that unreasonable demands are being made for futile therapy.
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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 | 0.016 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| 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 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".