Defining pain-related suffering requires partnership with people living with pain and careful critical thought: a commentary on the proposed definition by Noe-Steinmüller et al.
Bibliographic record
Abstract
Letter to the Editor: Suffering is a core construct in our field—PubMed suggests more than a million publications include the terms “suffering” and “pain.” Yet, it is underdeveloped, as evidenced by the lack of an International Association for the Study of Pain definition for pain-related suffering and the broad, indiscriminate references to suffering within these publications. The recent paper by Noe-Steinmüller et al.5 aims to fill this gap by proposing that pain-related suffering is defined as “a severely negative, complex, and dynamic experience in response to a perceived threat to an individual's integrity as a self and identity as a person.” While we appreciate their effort, the proposed definition is inadequate. Attempts to construct definitions within our field have always required careful thought and deliberation4 and, increasingly, need to be developed in partnership with people living with pain.6 The process to develop the proposed definition was, in part, intentionally devoid of these qualities. A stated goal of the authors was to limit subjectivity by using simple, algorithm-like procedures and using artificial-intelligence software to “validate” findings. While this approach may seem novel and exciting,3 we believe it is deeply flawed and sets a dangerous precedent. These methods effectively prevented any meaningful critical engagement with the literature and anchored the proposed definition of suffering to the broad and indiscriminate past use of the term. For instance, the authors emphasize that pain-related suffering is a “subjective experience,” yet this directly contradicts their decision to base their definition (in part) on literature1 that explicitly aims to objectify suffering and supersede self-report. To put these methods into context, consider what the original 1979 definition of pain might have looked like had the International Association for the Study of Pain disregarded recent seismic shifts in pain theory and simply based its definition on frequencies of key words in the literature up to that point in time. It is also disconcerting that the authors chose to present their work as generating a “consensus definition.” There are well-established methodologies for consensus-based decision-making.2 Crucially, these integrate and empower groups of people with invested interests. Potentially harmful precedents are created by assuming that new technologies can be used as a simple surrogate for the voice and perspectives of people living with pain. The negative impact of these methods can be clearly seen in the output definition, which we believe is fatally flawed. One of the reasons we need a definition of pain-related suffering is to inform when and how suffering is or is not associated with pain. The proposed definition, however, fails to make any link to pain. This undermines its value in differentiating pain-related suffering from other forms of suffering (eg, grief) that might be experienced among people who are not living with pain. Thus, there is no basis for characterizing this definition of suffering as pain-related. The focus on “threat” also restricts the temporal scope of suffering experiences to the possibility of future losses to integrity and identity. This fails to capture the suffering that might continue to occur after integrity and identity have already been compromised. The authors also indicate that they use the term self in the definition to help recognize the potential for suffering among preverbal children—a position that we argued for.7,8 However, the word “and” in the latter part of the definition effectively undermines this goal as it means that suffering is only possible when there is a threat to both the self and person—as the authors point out, preverbal children have not developed an “identity as a person.” Finally, the proposed dimensions are hard to understand and poorly conceptualized. Dimensions of pain typically aim to either characterize necessary aspects of the pain experience (eg, sensory and emotional) or point toward broad causal factors (eg, bio-psycho-social). The proposed dimensions, however, do not fit this mold as they clearly do not apply to all experiences of pain-related suffering (eg, the authors point out that newborns cannot suffer on an existential level). Rather, the proposed dimensions appear to be a preliminary “laundry list” of terms that might potentially inform factor analysis. The lack of any meaningful anchors to underlying theory undermines this potential use, as does their apparent conceptual overlap (eg, the “personal” dimension likely overlaps with all dimensions). It thus remains unclear how these dimensions could advance clinical care. In sum, we continue to look forward to future research in this crucial area of study that involves meaningful partnerships with people living with pain in the development of a carefully considered and theoretically informed definition of pain-related suffering. Conflict of interest statement The authors have no conflicts of interest to declare.
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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 | 0.052 | 0.238 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.003 | 0.004 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.012 | 0.024 |
| Scholarly communication | 0.011 | 0.024 |
| Open science | 0.012 | 0.008 |
| Research integrity | 0.066 | 0.109 |
| Insufficient payload (model declined to judge) | 0.004 | 0.003 |
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".