Baseline Disease Activity Predicts Achievement of cDAPSA Treatment Targets With Apremilast: Phase III Results in DMARD-naïve Patients With Psoriatic Arthritis
Bibliographic record
Abstract
OBJECTIVE: The probability of achieving Clinical Disease Activity Index for Psoriatic Arthritis (cDAPSA) treatment targets (remission [REM], low disease activity [LDA]) was evaluated following apremilast monotherapy in disease-modifying antirheumatic drug (DMARD)-naïve patients with psoriatic arthritis (PsA) based on baseline disease activity. METHODS: This post hoc probability analysis of PALACE 4, a phase III, multicenter, randomized, placebo-controlled study, evaluated shifting across cDAPSA categories from baseline to week 52 and included DMARD-naïve patients receiving apremilast 30 mg BID with available baseline cDAPSA data. Changes in articular/extraarticular manifestations were evaluated in patients with week 52 cDAPSA components. cDAPSA treatment target achievement was assessed in a subgroup with baseline extraarticular PsA manifestations (skin involvement, enthesitis, dactylitis). RESULTS: Of 175 apremilast-treated patients in the probability analysis, 66.3% were in high disease activity (HDA) and 31.4% in moderate disease activity (ModDA) at baseline. Approximately twice as many patients in ModDA at baseline reached REM/LDA at week 52 vs those in HDA (61.7% vs 28.2%). Achieving cDAPSA treatment targets was associated with reductions in articular (swollen/tender joints) and extraarticular (skin involvement, enthesitis, dactylitis, functional disability) disease activity. Similar treatment target achievement rates were observed in the subgroup with ≥ 1 extraarticular PsA manifestation (n = 126; ModDA: 66.7%, HDA: 32.2%). CONCLUSION: Apremilast-treated patients with baseline ModDA had higher probability of achieving cDAPSA treatment targets than patients with HDA. Resolution and/or near resolution of articular and/or extraarticular PsA manifestations was achieved by patients in REM/LDA at week 52. Consistent treatment target achievement was observed in patients with 1 or multiple extraarticular manifestations of active 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 | 0.004 | 0.003 |
| 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 | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".