In vitro Cellular Immunity and in vivo Delayed Hypersensitivity in Uremic Patients Maintained on Hemodialysis
Bibliographic record
Abstract
Uremic patients on hemodialysis for periods in excess of 1 year have a significantly better survival rate for their renal allografts than do similar patients hemodialyzed for less than 1 year. Lymphocytes from the patients of both groups show no difference in response in the mixed leukocyte culture reaction and to nonspecific mitogens such as PHA and PWM. A significant difference between the two groups of patients was observed with regard to their cutaneous delayed hypersensitivity reactions and in their in vitro lymphocyte responses to streptokinase-streptodornase. Patients hemodialyzed over 1 year were anergic to skin test antigens and had a significantly diminished in vitro response to streptokinase-streptodornase. Monitoring of patients for delayed cutaneous hypersensitivity reactions and for in vitro lymphocyte responses to streptokinase-streptodornase may be of some practical value in selecting recipients for renal transplantation.
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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 | 0.001 | 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) | 0.000 | 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".