Book Review: The Unexpected Journey of Caring: From Loved One to Caregiver
Bibliographic record
Abstract
When I learned this book was about to be published, I knew I would want to read it for three reasons: First, I worked with Donna Thomson on Bringing Care Home, a report I chaired for the then Ontario Minister of Health and Long-Term Care Eric Hoskins on homecare in Ontario, and knew Donna to be a dedicated, experienced caregiver and a fierce advocate for caregiving and homecare; second, I am passionately committed to ensuring that the role and importance of caregivers in our healthcare system is valued and supported; and third, I saw that Judy Woodruff had written the foreword. I am a big fan of Woodruff, who is the managing editor of PBS Newshour, a program of which I am a very loyal listener. I had no idea that Woodruff was a caregiver herself and that speaks volumes about the "hidden army," as Woodruff calls them, of caregivers who provide the largest share of care (estimated to be in the area of 70% in Canada) to their families, friends and neighbours. The authors have written this book to help caregivers find meaning in their caregiving experience and to provide them with tools to manage the transition and advocate for their loved ones.
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.
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 | 0.001 | 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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".