Outside Looking In: The Lived Experience of Adults With Prematurely Born Siblings
Bibliographic record
Abstract
Siblings have unique relationships; however, not all sibling relationships are typical. In North America, the preterm birth rate ranks second only to Africa in a global climate of rising preterm birth rates. A paucity of literature exists for sibling relationships when one sibling is born prematurely. In this hermeneutic phenomenological study, we explored the lived experience of adult siblings with prematurely born, young adult brothers and sisters who subsequently developed disabilities. The 28 siblings, interviewed with open-ended questions, represented 47 families with extremely-low-birth-weight young adults with neurodevelopmental disabilities born between 1977 and 1982. Existential reflection guided by van Manen's human science approach assisted the analysis of tape-recorded conversations. A structure of meaning entitled "outside looking in" emerged to illustrate the extraordinary relationships forged by the adult siblings with their brothers and sisters throughout their years together.
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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 | 0.022 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.000 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.003 |
| Insufficient payload (model declined to judge) | 0.001 | 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".