Characterization of Cellular Infiltrates in Skin Lesions of Atopic Eczema by Means of Monoclonal Antibodies
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Frozen skin biopsies from 3 acute and 3 chronic lesions of atopic dermatitis were examined by means of various ortho-monoclonal antibodies (OKT<sub>3,4 </sub>] = <S08_MathtechnicalPB>C</S08_MathtechnicalPB>4, OKT<sub>6</sub>, OKT<sub>8</sub>; OKI<sub>a</sub> and OKM<sub>1</sub>) in an indirect immunofluorescence technique. The results show that both T helper (T<sub>4</sub>) and T suppressor cytotoxic (T<sub>8</sub>) lymphocytes are present in the inflammatory infiltration which predominantly contained la mononuclear cells. Despite the absence of double staining procedure, the observations suggest that T<sub>4</sub> cells predominate over T<sub>8</sub> cells in the acute lesions whereas the reverse tendency is noted in the chronic lesions. T<sub>8</sub> cells are found mainly in the superficial dermis or even in the epidermis; by contrast, T<sub>4</sub> cells tend to be more deeply located in the dermis. The lesions are characterized by a dramatic increase in the number of Langerhans cells (OKT<sub>6</sub>, OKI<sub>a</sub>+) that are found not only in the epidermis but also in the dermis.
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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 | 0.000 |
| 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 it