The PCH doors swing both ways: the experiences of older women whose husbands have moved to a personal care home
Bibliographic record
Abstract
This qualitative exploratory research study examined the experiences of older women (over age 55) whose husbands had been admitted to a personal care home (PCH) in Winnipeg, Manitoba within the previous twelve (12) months. In-depth, semi-structured, one-on-one interviews were conducted with six (6) women. Socialist feminist and feminist caregiving theoretical frameworks along with narrative analysis were used gain insight into the participants’ needs surrounding their experiences of the admission. Findings include the fact that changes in women’s formal and informal supports began occurring years before their husbands’ admissions. The all-encompassing role as caregiver for their families continued to be central in their lives even after the admission. While women met their material and emotional needs through a range of formal and informal services, the participants were more likely to see needs met through informal means. Themes emerging from the research included those of guilt, entitlement, obligation, and reciprocity.
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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 | 0.003 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.010 | 0.008 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| 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".