MétaCan
Menu
Back to cohort

Beyond the study of pain: the evolving role of the International Association for the Study of Pain in global advocacy

2023· article· en· W4387628741 on OpenAlexaboutno aff
Lars Arendt‐Nielsen, Joletta Belton, Mary Cardosa

Bibliographic record

VenuePain · 2023
Typearticle
Languageen
FieldMedicine
TopicMusculoskeletal pain and rehabilitation
Canadian institutionsnot available
FundersNovo Nordisk FondenDanmarks Grundforskningsfond
KeywordsSummitDeclarationMedicineAlliancePain managementPhysical therapyPolitical sciencePsychologyLaw

Abstract

fetched live from OpenAlex

ABSTRACT: Although founded on the basis of the study of pain, the International Association for the Study of Pain (IASP) has actively advocated for improving pain relief and access to pain management in a variety of ways. The Global Year was launched in 2004 and has continued with a different theme each year, and "Pain Awareness Month" is held every September. The Declaration of Montreal (2010) emphasized that access to pain management is a fundamental human right as a result from the IASP-hosted International Pain Summit. The IASP has continued to publish timely statements related to pain and pain management. The work of IASP on the 11th version of the International Classification of Disease has ensured that chronic pain is recognized as a disease in its own right, and the establishment of the Global Alliance of Partners for Pain Advocacy Task Force recognizes the importance of engaging people with lived experience of pain in accomplishing IASP's mission. The Working Group on Global Advocacy now spearheads IASP's global efforts in capacity building to ensure that pain advocacy activities will continue to grow.

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 imitation

Not 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.

metaresearch head score (Codex)0.031
metaresearch head score (Gemma)0.016
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesMetaresearch
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.123
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0310.016
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.011
GPT teacher head0.293
Teacher spread0.282 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; both teacher heads agree on what is shown here.

Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations6
Published2023
Admission routes1
Has abstractyes

Explore more

Same venuePainSame topicMusculoskeletal pain and rehabilitationFrench-language works237,207