Parenteral vitamin B12 therapy of hyperhomocysteinemia in end-stage renal disease.
Bibliographic record
Abstract
BACKGROUND: End-stage renal disease (ESRD) is associated with moderately severe hyperhomocysteinemia that is incompletely normalized by oral folic acid therapy and vitamin B12. METHOD: We administered 1 mg hydroxocobalamin parenterally at 14-day intervals to vitamin B12-replete hemodialysis patients who were already consuming 6 mg folic acid daily by mouth. Plasma total homocysteine (tHcy), serum folate, vitamin B12 and methylmalonate were measured immediately before and after 4 and 8 weeks of therapy. RESULTS: Serum folate concentrations were consistently over 25 times the upper normal limit. Hydroxocobalamin therapy increased serum vitamin B12 concentrations 14-fold (p < 0.001) and reduced plasma tHcy by 23% from 29.7 +/- 2.9 to 22.8 +/- 2.5 micromol/L (p < 0.01); serum methylmalonate decreased by one-third (p < 0.05). CONCLUSIONS: These results demonstrate the Hcy-lowering potential of parenteral vitamin B12 in folic acid supplemented vitamin B12-replete hemodialysis patients, and indicate the need for formal dose-optimization studies of this simple, inexpensive and promising approach to Hcy reduction in end-stage renal disease.
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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 | 0.000 | 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 | 0.001 |
| 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".