In vitro Appearance of Large Human Histamine-Containing Basophilic Cells
Bibliographic record
Abstract
The appearance of large human basophilic cells containing histamine was followed to reflect cell maturation in cultures of peripheral blood leukocytes. Aliquots were taken on day 0 and after 7, 9-10 and 14 days in culture, and the basophilic cell numbers were determined in 200 microliter cytospin specimens stained with Wright's stain. The number of small basophils initially present declined during the culture period. The number of spontaneously appearing large basophilic cells varied among the cultures from different individuals and was slightly, though not significantly, higher in atopic individuals than in normals. In cultures of cells from atopic individuals, the number of large basophilic cells was reproducibly increased by the addition of appropriate allergen to the cultures. In cultures of cells from normal individuals, the number was increased two- to six-fold by adding conditioned medium (CM), either from 3-day cultures of cells from atopic individuals stimulated with allergen or with CM from the Mo T cell leukemic line. The addition of mitomycin C decreased the number of large basophilic cells and cycloheximide abrogated their appearance.
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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 | 0.000 |
| 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".