Electrospun Poly(<scp>l</scp>-lactide-<i>co</i>-acryloyl carbonate) Fiber Scaffolds With a Mechanically Stable Crimp Structure For Ligament Tissue Engineering
Bibliographic record
Abstract
The aim of this study was to prepare a fibrous scaffold that possesses a crimped morphology using a photo-cross-linkable biodegradable copolymer. To obtain the crimped morphology, the polymer was first electrospun onto a rotating wire mandrel to obtain aligned straight fibers. Postprocessing by immersion in aqueous buffer at 37 °C generated a crimplike pattern in the fibers. It was reasoned that cross-linking the fibers following formation of the crimped structure would endow the scaffolds with a recoverable crimp pattern and mechanical properties similar to that of the collagen fibers in the anterior cruciate ligament (ACL). To achieve this aim, a trimethylene carbonate based monomer bearing an acrylate pendant group was synthesized and copolymerized with l-lactide. The copolymer was electrospun and photo-cross-linked yielding fibrous scaffolds possessing a substantial increase in tensile modulus and crimp stability compared to the uncross-linked fibrous scaffolds. The crimp-stabilized scaffolds also showed good cytocompatibility toward 3T3 fibroblasts, which attached and grew along the crimped fibers. These findings suggest that these cross-linked fiber scaffolds may be useful for the generation of cultured ligament tissue.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 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".