Chemiluminescence by Polymorphonuclear Leucocyte Subpopulations in Chronic Inflammatory Bowel Disease
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
Chemiluminescence (CL) is a simple quantitative assay of polymorphonuclear leucocyte (PMNL) oxidative metabolism. PMNL CL was found to be significantly higher in patients with chronic inflammatory bowel disease than in normal controls (167 +/- 60 vs. 139 +/- 50 mV/10(5) cells, p less than 0.05). There were no significant differences between patients with ulcerative colitis and Crohn's disease. Disease controls with rheumatoid arthritis and with bronchiectasis also demonstrated elevated CL. These results were obtained using a two-step gelatin/Ficoll-Hypaque procedure for PMNL separation. However when PMNLs were prepared using a one-step Ficoll-Hypaque procedure PMNL CL was found to be depressed in chronic inflammatory bowel disease (CIBD). It was demonstrated that this disparity was caused by the elimination of low-density neutrophils with high CL production by the one-step procedure. These data indicate that reports of abnormal in vitro neutrophil function in CIBD should be interpreted with caution since separation techniques which are satisfactory in normal individuals may significantly influence results in patients with inflammatory diseases. Furthermore these data indicate the presence of a subpopulation of activated low-density PMNL in patients with CIBD.
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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) | 0.000 | 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 it