Emotional impact of dementia diagnosis: Exploring persons with dementia and caregivers’ perspectives
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This paper examined the emotional impact of diagnosis disclosure on recently diagnosed people with dementia. Thirty patient/caregiver dyads attending a Geriatric Day Hospital Program in Ottawa, Canada participated in this qualitative exploratory study. Data sources included: (a) audio-tapes of diagnosis disclosure meeting, (b) in-depth interviews with patients and caregivers within one week of disclosure, and (c) focus group interviews with caregivers within one month. Patients exhibited a range of emotional responses which can be divided into three broad categories: (a) responses suggesting a lack of insight and/or an active denial of the diagnosis, (b) grief reactions/emotional crisis related to the experience of actual or anticipated losses associated with dementia, and (c) positive coping responses to maximize the disease outcome. Participants went through stages of emotional response to their diagnosis: not noticing symptoms, noticing & covering up, or noticing & revealing; diagnostic process & disclosure; confirming or shock; denial, crisis, or maximizing; disorganization or adaptation. There is a need to develop a better understanding of the experience of people with dementia at the critical point of diagnosis disclosure in order to design supportive interventions to maximize adaptive coping responses.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it