The problem of pain management among persons with dementia, personhood, and the ontology of relationships
Bibliographic record
Abstract
While pain is common among seniors, it is not adequately treated or managed. In particular, pain in seniors with dementia is often undertreated and undermanaged. Although the undertreatment of pain among persons with cognitive impairments represents a serious ethical concern for pain clinicians, most writers in the area explain the undertreatment of pain by focusing on issues related to liability, fears of addiction to opioids, and erroneous beliefs that pain is a normal part of the ageing process. We argue that the philosophical notion of personhood must also be given careful attention when considering the problem of pain undermanagement. In this paper, we consider the undertreatment of pain among seniors with dementia, while focusing on the ontology of relationships and on existential philosophy. Moreover, we outline a series of recommendations to help minimize the probability of pain undertreatment in this population and to encourage considerations relating to personhood when treating people with dementia.
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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 | 0.015 | 0.011 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.008 | 0.035 |
| Scholarly communication | 0.006 | 0.009 |
| Open science | 0.002 | 0.006 |
| Research integrity | 0.004 | 0.007 |
| 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 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".