Long-Term Prognosis and Comorbidities Associated with Psoriasis in the Newfoundland and Labrador Founder Population
Bibliographic record
Abstract
BACKGROUND: Psoriasis is a common chronic immune-mediated inflammatory disorder of the skin with several associated comorbidities. OBJECTIVE: To assess the prevalence of comorbidities in a cohort of psoriasis patients within the Canadian province of Newfoundland and Labrador (NL). METHODS: This cross-sectional observational study investigated hospital-coded comorbidities associated with psoriasis in comparison to the general NL hospitalized population. RESULTS: Patients died significantly younger than the general population, with patients having an earlier disease onset (≤ 25 years) dying at a younger age than those with a later onset (> 25 years; 59.3 vs 71.2; p = .001). Patients were hospitalized more frequently for several system disorders than the general population, and a potential association was observed between prognostic factors such as age at onset, disease severity, and HLA-Cw6 genotype and certain comorbid conditions. CONCLUSION: This study supports an association between psoriasis and other conditions, such as circulatory and endocrine diseases.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| 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)
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 teacher head, 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".