Investigation of the biocompatibility of polyhydroxybutyrate absorbable suture in laboratory
Bibliographic record
Abstract
Objective To investigate the biocompatibility of absorbable suture made of Polyhydroxybutyrate(PHB).Methods The fibroblast were co-cultured with PHB suture verse fibroblast co-cultured with PHB suture which had been dipped in the cyanoacrylate sdhesive(for cytotoxicity),the proliferation and the adhering condition are observed by inverted microscope and scanning electronic microscope,Culture fibroblast in culture plates containing PHB suture,investigate the attachment rate with MTT assay.Results The number of fibroblast increased co-cultured with PHB,and the comparison cells were floated and shrinked,by scanning electronic microscope,there were cells connect each other adhering on the surface of the suture.Conclusion PHB have fine biocompatibility with fibroblast.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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".