MORPHOLOGICAL AND PATHOLOGICAL EFFECTS OF CADMIUM INGESTION ON PEKIN DUCKS EXPOSED TO SALINE
Bibliographic record
Abstract
This study examined the effects of simultaneous exposure to saline and cadmium (Cd) on organ mass and histology of a bird with salt glands, the Pekin duck, Anas platyrhynchos. Three mixed-sex groups, each containing 6 birds, ate duck pellets containing 0, 50, or 300 microg Cd/g, respectively, for 4 1/2 mo and drank 300 mM NaCl. Only females on the high-Cd diet lost body mass. Ingestion of Cd reduced heart mass in females. There was increased mass of Harderian and salt glands in both sexes. Mass of kidneys and liver increased only in males, and the gut mass (also length) increased more in males. Cadmium ingestion also induced (1) inflammation of renal interstitium and degenerative tubular changes, (2) marked degenerative changes in testes, (3) increased heart water content, (4) decreased cytoplasmic volume of liver cells, (5) reduced proportion of basophilic granular cells in chromaffin tissue of the adrenal glands, and (6) in the ileum, increased heterophilia in the lamina propria and, only in females, the apoptosis to mitosis ratio in crypt cells of the epithelium. The ducks' outward appearance gave no indication that ingesting large amounts of cadmium for 4 1/2 mo produced deleterious effects, but the physiological consequences were profound. Both sexes had greatly reduced gonadal mass and the males produced no sperm. The higher dietary level greatly hypertrophied the liver, kidneys, and gut only in males. The cadmium-induced changes in organs, particularly in the gonads, kidneys, and adrenal glands, should greatly impair the health and reproductive capacity of these ducks.
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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 | 0.000 |
| 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) | 0.001 | 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".