Lipodystrophia Centrifugalis Abdominalis Infantilis
Bibliographic record
Abstract
BACKGROUND: Lipodystrophia centrifugalis abdominalis infantilis (LCAI) is an uncommon dermatological condition characterized by a centrifugally expanding area of lipoatrophy involving the lower abdominal area and is frequently associated with inguinal lymphadenopathy. The average age of onset is 4 years and female individuals from Japan, China, and Korea are affected more often. OBJECTIVES: To report the first case of LCAI in a Vietnamese patient. METHODS: A complete clinical assessment was done and a biopsy from the affected area was performed. RESULTS: There was an atrophic, slightly hyperpigmented patch at the lower abdomen with prominent underlying vasculature. Inguinal lymphadenopathy was noted on the ipsilateral side. A biopsy showed a lobular panniculitis with fat necrosis and lymphohistiocytic infiltrate with scattered plasma cells and multinucleated giant cells. CONCLUSION: To our knowledge, this is the first reported case of LCAI in a Vietnamese patient.
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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 | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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".