New Realities and Tsunamis: A Nurse's Interpretation of a Family Navigating Cancer
Bibliographic record
Abstract
This short paper was written for a hermeneutics research course from the perspective of the first author in response to the statement “Nursing is an interpretive practice.” A narrative account of caring for a young adult with hematologic cancer and his mother is provided to offer understanding on how cancer is an interpreted experience with a relational backdrop of family, and nursing is an interpretive practice situated within this relational complexity. Gadamer’s ideas around horizon of understanding, experience, and conversation are utilized to present a nurse’s interpretation of this family navigating the “new realities and tsunamis” and overturning of their lives by hematologic cancer. Given the interpretive nature of understanding in nursing work with families, it is proposed that hermeneutics, as an interpretive inquiry, offers a meaningful approach to understand family experiences of cancer in nursing research.
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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 | 0.008 | 0.015 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.020 | 0.022 |
| Scholarly communication | 0.008 | 0.008 |
| Open science | 0.002 | 0.006 |
| Research integrity | 0.005 | 0.010 |
| 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".