Comparison of Vancouver and International League of Associations for rheumatology classification criteria for juvenile psoriatic arthritis
Bibliographic record
Abstract
OBJECTIVE: The International League of Associations for Rheumatology (ILAR) criteria constitute the current international diagnostic standard for juvenile psoriatic arthritis (PsA), replacing the less-restrictive Vancouver criteria. The impact of this change on the population diagnosed with juvenile PsA is unknown. METHODS: We reviewed the records of patients seen in a pediatric rheumatology clinic with International Classification of Diseases, Ninth Revision diagnosis codes for psoriasis, PsA, or spondylarthritis. Characteristics of children who met the Vancouver and ILAR criteria were compared. RESULTS: Of 139 children meeting the Vancouver criteria for juvenile PsA, ILAR criteria excluded 80 (58%). Grounds for exclusion were insufficiently definitive rash (44%), a competing diagnosis of enthesitis-related arthritis (23%), family history of psoriasis limited to second-degree relatives (16%), fulfillment of criteria for >1 subtype of juvenile idiopathic arthritis (JIA) (5%), and HLA-B27 in a male with arthritis onset after age 6 (2%). Remaining patients were not homogeneous but could be divided into younger and older subpopulations differing in clinical features as described previously among patients identified under the Vancouver standard. Of excluded patients, 76% were reclassified as having other forms of JIA yet were phenotypically comparable with those retained. CONCLUSION: Despite apparently modest changes from previous criteria, ILAR definitions strikingly restrict the diagnosis of PsA in childhood. Similarity between excluded and included patients suggests that these restrictions may not reflect substantive clinical differences. To the extent that excluded patients become reclassified within JIA, current criteria risk compromising other ILAR categories while reducing the number of patients available for the study of juvenile PsA.
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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 | 0.002 | 0.013 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".