Synthesis and Immunogenicity of a Glycopolymer Conjugate
Bibliographic record
Abstract
A protective β-mannan trisaccharide epitope from the Candida albicans cell wall phosphomannan has been synthesized and activated for copolymerization with acrylamide. The resulting glycopolymer displayed 33 trisaccharide haptens and was derivatized for conjugation to the immunogenic carrier protein, chicken serum albumin. The resulting conjugate achieves a high degree of oligosaccharide substitution while limiting the sites of substitution on the protein. The murine immune response against this conjugate was compared with the response to a trisaccharide-tetanus toxoid conjugate vaccine. The glycopolymer was shown to induce a more robust immune response with higher trisaccharide-specific antibody titers and with a significantly larger proportion of responding mice developing antibodies that bound the target, native cell wall antigen of C. albicans.
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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 | 0.001 |
| 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".