The IASP classification of chronic pain for ICD-11: chronic neuropathic pain
Why is this work in the frame?
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Full frame distilled prediction
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.
- Candidate categories
- Metaresearch, Meta-epidemiology (narrow)
- Consensus categories
- none
- Domain
- Candidate signal: noneConsensus signal: none
- Study design
- Candidate signal: Not applicableConsensus signal: none
- Genre
- Candidate signal: ReviewConsensus signal: Review
- Teacher disagreement score
- 0.975
- Threshold uncertainty score
- 1.000
- Validation status
machine_predicted_unvalidated·codex-gemma-dda1882f352a
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.044 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| 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)
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
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.
- Teacher spread
- 0.279 · how far apart the two teachers sit on this one work
- Validation status
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
Abstract
The upcoming 11th revision of the International Statistical Classification of Diseases and Related Health Problems (ICD) of the World Health Organization (WHO) offers a unique opportunity to improve the representation of painful disorders. For this purpose, the International Association for the Study of Pain (IASP) has convened an interdisciplinary task force of pain specialists. Here, we present the case for a reclassification of nervous system lesions or diseases associated with persistent or recurrent pain for ≥3 months. The new classification lists the most common conditions of peripheral neuropathic pain: trigeminal neuralgia, peripheral nerve injury, painful polyneuropathy, postherpetic neuralgia, and painful radiculopathy. Conditions of central neuropathic pain include pain caused by spinal cord or brain injury, poststroke pain, and pain associated with multiple sclerosis. Diseases not explicitly mentioned in the classification are captured in residual categories of ICD-11. Conditions of chronic neuropathic pain are either insufficiently defined or missing in the current version of the ICD, despite their prevalence and clinical importance. We provide the short definitions of diagnostic entities for which we submitted more detailed content models to the WHO. Definitions and content models were established in collaboration with the Classification Committee of the IASP's Neuropathic Pain Special Interest Group (NeuPSIG). Up to 10% of the general population experience neuropathic pain. The majority of these patients do not receive satisfactory relief with existing treatments. A precise classification of chronic neuropathic pain in ICD-11 is necessary to document this public health need and the therapeutic challenges related to chronic neuropathic pain.
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.
The record
- Venue
- Pain
- Topic
- Pain Mechanisms and Treatments
- Field
- Medicine
- Canadian institutions
- University of TorontoUniversity Health Network
- Funders
- National Institute of Neurological Disorders and StrokeBrain Research Center, National Yang-Ming UniversitySanofi PasteurSeqirusH. Lundbeck A/SInnovative Medicines InitiativeNational Yang-Ming UniversityDaiichi Sankyo EuropeKarolinska InstitutetAstellas PharmaEisaiDepartment of Anesthesiology and Critical Care Medicine, Johns Hopkins MedicineBundesministerium für Bildung und ForschungImperial College LondonGalápagosUniversity of TorontoUniversiteit MaastrichtUniversity of New South WalesInstitut National de la Santé et de la Recherche MédicaleKing's College LondonUniversity of CambridgeJohns Hopkins UniversityUniversitetet i OsloEuropean Federation of Pharmaceutical Industries and AssociationsDepartment of Psychiatry, Columbia UniversityPhilipps-Universität MarburgLes Laboratories Pierre FabreBristol-Myers SquibbTeva Pharmaceutical IndustriesHelsinnAstraZenecaGenentechEuropean CommissionGlenmark PharmaceuticalsQueen Mary University of LondonAarhus UniversitetshospitalDeutsche ForschungsgemeinschaftUniversity of LeedsPfizerBiogenAarhus UniversitetBarts and The London School of Medicine and DentistrySanofiUniversité Paris DescartesTaipei Veterans General HospitalUniversity of DundeeUniversité Catholique de LouvainAllerganEli Lilly and Company
- Keywords
- Neuropathic painMedicineTrigeminal neuralgiaPostherpetic neuralgiaChronic painNeuralgiaPopulationPhysical therapyPhysical medicine and rehabilitationAnesthesia
- Has abstract in OpenAlex
- yes