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A UV-cured nanofibrous membrane of vinylbenzylated gelatin-poly({\epsilon}-caprolactone) dimethacrylate co-network by scalable free surface electrospinning

Applied Physics · Submitted 27 May 2018

abstract compiled · 2026-09-23 · no language-model review

The authors' main claim These results therefore support the use of PCL DMA as hydrophobic, biodegradable crosslinker and provide new insight on the scalable design of water insoluble, mechanical competent gelatin membranes for healthcare applications.

how it is stated · hedged possibility 0.51 read the record →

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arXiv ID1806.06667 (version 2)
Pith IDBCS2HTIP, Pith's permanent record of this paper and its review
CitationGiuseppe Tronci, He Liang, Mohamed Basel Bazbouz. "A UV-cured nanofibrous membrane of vinylbenzylated gelatin-poly({\epsilon}-caprolactone) dimethacrylate co-network by scalable free surface electrospinning." arXiv:1806.06667 (2018). https://pith.science/paper/BCS2HTIP
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The compiled record

The paper's own sentences, arranged. Each label is drawn from a closed vocabulary; the number beside it is the probability the classifier gave that label. Numbers in the tables are the authors', checked by code. No sentence in this record was written by a model.

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Compiled by classifier-1.13.0 via TypeSafe API, question bank abstract-p1-20260923, 2026-09-23: 1 request, 6,051 input tokens.

What the abstract itself states, as probabilities: claims first 0.04 · states limitation 0.15 · human participants 0.04 · controlled comparison 0.87 · randomized assignment 0.01 · states quantitative result 0.05 · compares with prior results 0.83 · mentions code or data availability 0.02.

The abstract, sentence by sentence

arXiv listing abstract v2. Results and the main claim are underlined; .

Electrospun nanofibrous membranes of natural polymers, such as gelatin, are fundamental in the design of regenerative devices. Crosslinking of electrospun fibres from gelatin is required to prevent dissolution in water, to retain the original nanofibre morphology after immersion in water, and to improve the thermal and mechanical properties, although this is still challenging to accomplish in a controlled fashion. In this study, we have investigated the scalable manufacture and structural stability in aqueous environment of a UV-cured nanofibrous membrane fabricated by free surface electrospinning (FSES) of aqueous solutions containing vinylbenzylated gelatin and poly(epsilon-caprolactone) dimethacrylate (PCL-DMA). Vinylbenzylated gelatin was obtained via chemical functionalisation with photopolymerisable 4-vinylbenzyl chloride (4VBC) groups, so that the gelatin and PCL phase in electrospun fibres were integrated in a covalent UV-cured co-network at the molecular scale, rather than being simply physically mixed. UV-cured nanofibrous membranes did not dissolve in water and showed enhanced thermal and mechanical properties, with respect to as-spun samples, indicating the effectiveness of the photo-crosslinking reaction. In addition, UV-cured gelatin/PCL membranes displayed increased structural stability in water with respect to PCL-free samples and were highly tolerated by G292 osteosarcoma cells. These results therefore support the use of PCL DMA as hydrophobic, biodegradable crosslinker and provide new insight on the scalable design of water insoluble, mechanical competent gelatin membranes for healthcare applications.

background contribution method result interpretation main claim

What the classifier reports for each sentence. The number is the probability it gave the label.
#sentencerolethe authors' own workstates the main conclusionstrength
s0 Electrospun nanofibrous membranes of natural polymers, such as gelatin, are fundamental in the design of regenerative devices. background 1.00 0.05 0.02 asserted 1.00
s1 Crosslinking of electrospun fibres from gelatin is required to prevent dissolution in water, to retain the original nanofibre morphology after immersion in water, and to improve the thermal and mechanical properties, although this is still challenging to accomplish in a controlled fashion. background 0.73 0.06 0.03 asserted 1.00
s2 In this study, we have investigated the scalable manufacture and structural stability in aqueous environment of a UV-cured nanofibrous membrane fabricated by free surface electrospinning (FSES) of aqueous solutions containing vinylbenzylated gelatin and poly(epsilon-caprolactone) dimethacrylate (PCL-DMA). contribution 0.98 0.95 0.07 asserted 0.88
s3 Vinylbenzylated gelatin was obtained via chemical functionalisation with photopolymerisable 4-vinylbenzyl chloride (4VBC) groups, so that the gelatin and PCL phase in electrospun fibres were integrated in a covalent UV-cured co-network at the molecular scale, rather than being simply physically mixed. method 0.87 0.90 0.06 asserted 1.00
s4 UV-cured nanofibrous membranes did not dissolve in water and showed enhanced thermal and mechanical properties, with respect to as-spun samples, indicating the effectiveness of the photo-crosslinking reaction. result 0.99 0.96 0.20 asserted 0.88
s5 In addition, UV-cured gelatin/PCL membranes displayed increased structural stability in water with respect to PCL-free samples and were highly tolerated by G292 osteosarcoma cells. result 1.00 0.94 0.16 asserted 1.00
s6 These results therefore support the use of PCL DMA as hydrophobic, biodegradable crosslinker and provide new insight on the scalable design of water insoluble, mechanical competent gelatin membranes for healthcare applications. interpretation 1.00 0.72 0.88 hedged possibility 0.51

What kind of paper the classifier reports this is: empirical study 0.73 · evidence from observation or experiment 1.00.

What was examined, and what was not

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Every quoted sentence on this record is the authors'. Every label is from Pith's closed vocabulary, with the probability shown beside it. Every number in the measurements table is the authors', checked by code. Record as JSON

The paper
Original abstract

Electrospun nanofibrous membranes of natural polymers, such as gelatin, are fundamental in the design of regenerative devices. Crosslinking of electrospun fibres from gelatin is required to prevent dissolution in water, to retain the original nanofibre morphology after immersion in water, and to improve the thermal and mechanical properties, although this is still challenging to accomplish in a controlled fashion. In this study, we have investigated the scalable manufacture and structural stability in aqueous environment of a UV-cured nanofibrous membrane fabricated by free surface electrospinning (FSES) of aqueous solutions containing vinylbenzylated gelatin and poly(epsilon-caprolactone) dimethacrylate (PCL-DMA). Vinylbenzylated gelatin was obtained via chemical functionalisation with photopolymerisable 4-vinylbenzyl chloride (4VBC) groups, so that the gelatin and PCL phase in electrospun fibres were integrated in a covalent UV-cured co-network at the molecular scale, rather than being simply physically mixed. UV-cured nanofibrous membranes did not dissolve in water and showed enhanced thermal and mechanical properties, with respect to as-spun samples, indicating the effectiveness of the photo-crosslinking reaction. In addition, UV-cured gelatin/PCL membranes displayed increased structural stability in water with respect to PCL-free samples and were highly tolerated by G292 osteosarcoma cells. These results therefore support the use of PCL DMA as hydrophobic, biodegradable crosslinker and provide new insight on the scalable design of water insoluble, mechanical competent gelatin membranes for healthcare applications.

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