Bibliographic record
Abstract
IMPORTANCE: Idiopathic CD4 T-cell lymphocytopenia (ICL) is an immunodeficiency disorder that presents with a decrease in CD4(+) T cells without evidence of a human immunodeficiency virus infection. It is most commonly diagnosed after a patient presents with an opportunistic infection and can also be associated with malignancies and autoimmune diseases. This case presentation and literature review highlights the common skin findings in patients with ICL, mainly recalcitrant warts, and discusses the treatment options available. OBSERVATIONS: The patient described is the youngest reported with ICL presenting with isolated cutaneous findings of recalcitrant warts and psoriasis. Many treatment options were tried for the warts, with the most significant response to acitretin. CONCLUSIONS AND RELEVANCE: This case highlights the importance of considering underlying immunodeficiency in patients with recalcitrant warts as well as developing treatment plans. Such patients require close follow-up by both dermatology and immunology to monitor for the development of other diseases related to ICL.
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.
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.004 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 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 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".