The Daughter–Mother Relationship in the Presence of Aphasia: How Daughters View Changes Over the First Year Poststroke
Bibliographic record
Abstract
In this study we explored daughters' perceptions of changes in their relationship with their mother who became aphasic as a result of stroke. Four daughters of aphasic women were each interviewed qualitatively at three different times over the course of a year, and their discourse was transcribed and analyzed. A conceptual model of dynamic relationship changes was drawn, showing how the daughters' perceptions of maternal fragility, problems and/or abilities motivated protective and/or trusting behaviors that resulted in maternal reactions of satisfaction and/or dissatisfaction that, in turn, reinforced the daughters' initial perceptions. Results also showed that daughter-mother relationship changes followed four distinct yet coexisting patterns. Aphasia and communication limitations explained many relationship changes. When communication was avoided or perceived to be too difficult, daughters were limited in the means they could use to adjust their relationship with their mother.
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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 | 0.019 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.000 | 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".