P175 The Psoriatic Arthritis Impact of Disease 12-item questionnaire can replace other patient-reported outcome measures to facilitate disease monitoring in clinical practice
Bibliographic record
Abstract
Abstract Background/Aims The Psoriatic Arthritis Impact of Disease 12-item questionnaire (PsAID-12) was developed and validated to improve assessment of disease activity from the patient’s perspective. Several patient-reported outcome measures (PROMs) are relevant to PsA but completing several questionnaires at each clinic visit creates a time and administrative burden for patients and clinicians. Furthermore, the Minimal Disease Activity (MDA) for assessing disease activity in PsA requires the Health Assessment Questionnaire (HAQ) to be collected; however, a Canadian study found that PsAID-12 can replace HAQ in the MDA using a cut-off of < 3.7. A previous study also found sex-specific differences in PsAID-12 scores, with scores being higher in females. The aim of this study was to assess whether PsAID-12 correlates well and could replace other PROMs in clinical practice, and to validate previously published findings related to the use of PsAID-12 instead of HAQ in determining MDA, and sex-specific differences in PsAID-12 scores. Methods Clinical data were collected from 75 consecutive patients attending a PsA clinic in a tertiary centre at their first review in 2023. Clinical characteristics, PROMs, examination findings, and measures of disease activity were recorded. Correlation with PsAID-12 was assessed using Spearman’s rank correlation coefficient. Sex-specific differences were assessed using Mann-Whitney U tests. Bonferroni correction was used to adjust for multiple comparisons. Results PsAID-12 scores were significantly correlated with all PROMs, and with composite measures of disease activity (DAPSA, MDA), but not with clinical measures of disease activity (TJC, SJC, PASI, BSA), or acute-phase reactants (CRP, ESR). PsAID-12 scores were not affected by age or disease duration. There was no sex-dependent difference in PsAID-12 scores; however, female patients had significantly higher HAQ and HAD scores. MDA scores using PsAID-12 correlated significantly with MDA scores using HAQ. Conclusion PsAID-12 is a suitable replacement for other PROMs in clinical practice, and for HAQ when determining MDA status to reduce the time and administrative burden on patients and clinicians, and to facilitate monitoring of disease activity in patients with PsA regardless of age or disease duration. Contrary to previous studies, there were no sex-dependent differences in PsAID-12 scores. Disclosure R.M. Hum: None. K. Hasanein: None. L.T. Hao: None. J.C. Williams: None. A. Cheung: None. A. Adhikarla: None. A. Choyce: None. A. Newton: None. C. Clegg: None. A. Barton: None. P. Ho: None.
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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 | 0.004 | 0.013 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.017 | 0.004 |
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".