Phagocytosis-Connected Oxygen Consumption by Peripheral Leukocytes from Patients with Systemic Lupus erythematosus
Bibliographic record
Abstract
The phagocytic activity of peripheral blood leukocytes was assayed by means of oxygen consumption in 28 patients with systemic lupus erythematosus (SLE) and 22 normal individuals. The method in which zymosan was added to a small volume of whole blood enabled us to assay quantitatively and rapidly both the phagocytosis-connected oxygen consumption and the opsonizing time. The degree of oxygen consumption by phagocytes from SLE patients was not significantly different from that in normals. Opsonizing time of zymosan by autologous serum in SLE patients did not differ from that in normals either. It should be emphasized, however, that the opsonizing time of zymosan in SLE patients was inversely correlated with serum complement level, especially C3 level (coefficient of correlation = -0.76, p less than 0.001). This raises the possibility that the phagocytosis may be delayed in SLE patients with low titers of C3.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 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) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".