cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.12547574
title: PMOA-CITE dataset

description: The dataset used in the experiments on the paper "Modeling citation worthiness by using attention‑based bidirectional long short‑term memory networks and interpretable models"<br>There are one million sentences in total, and further splitted into trainning, validation and testing by 60%, 20% and 20%, respectively.<br>For the pre-processing of the dataset, please refer to the paper.<br>The data are stored in jsonl format (each row is an json object), we list a couple of rows as example:{"sec_name":"introduction","cur_sent_id":"12213838@0#3$0","next_sent_id":"12213838@0#3$1","cur_sent":"All three spectrin subunits are essential for normal development.","next_sent":"βH, encoded by the karst locus, is an essential protein that is required for epithelial morphogenesis .","cur_scaled_len_features":{"type":1,"values":[0.17716535433070865,0.13513513513513514]},"next_scaled_len_features":{"type":1,"values":[0.32677165354330706,0.35135135135135137]},"cur_has_citation":0,"next_has_citation":1}{"sec_name":"results","prev_sent_id":"12230634@1@1#0$2","cur_sent_id":"12230634@1@1#0$3","next_sent_id":"12230634@1@1#0$4","prev_sent":"μIU/ml at the 2.0-h postprandial time point.","cur_sent":"Statistically significant differences between the mean plasma insulin levels of dogs treated with 50 mg/kg of GSNO, and those treated with 50 mg/kg GSNO and vitamin C (50 mg/kg) were observed at the 1.0-h and 1.5-h time points (P &lt; 0.05).","next_sent":"The mean plasma insulin concentrations in the dogs treated with 50 mg/kg of vitamin C and 50 mg/kg of GSNO, or 50 mg/kg of GSNO was significantly altered compared to those of controls or captopril-treated dogs (P &lt; 0.05).","prev_scaled_len_features":{"type":1,"values":[0.09448818897637795,0.08108108108108109]},"cur_scaled_len_features":{"type":1,"values":[0.8582677165354331,1.0]},"next_scaled_len_features":{"type":1,"values":[0.7913385826771654,0.9459459459459459]},"prev_has_citation":0,"cur_has_citation":0,"next_has_citation":0}<br><br>{"sec_name":"results","prev_sent_id":"12213837@1@0#3$3","cur_sent_id":"12213837@1@0#3$4","next_sent_id":"12213837@1@0#3$5","prev_sent":"Cleavage of VAMP2 by BoNT/D releases the NH2-terminal 59 amino acids from the protein and eliminates exocytosis.","cur_sent":"However, in this case, exocytosis cannot be recovered by addition of the cleaved fragment .","next_sent":"Peptides that exactly correspond to the BoNT/D cleavage site (VAMP2 aa 25–59 and 60–94-cys) were equally efficient at mediating liposome fusion (unpublished data).","prev_scaled_len_features":{"type":1,"values":[0.36220472440944884,0.35135135135135137]},"cur_scaled_len_features":{"type":1,"values":[0.2795275590551181,0.2972972972972973]},"next_scaled_len_features":{"type":1,"values":[0.562992125984252,0.5135135135135135]},"prev_has_citation":0,"cur_has_citation":1,"next_has_citation":0}<br>For the code using this dataset to modeling citation worthiness, please refer to https://github.com/sciosci/cite-worthiness<br><br><br><br><br>
DOI: 10.6084/m9.figshare.12547640.v2
title: Residents’ life stories in nursing homes.xlsx

description: The aim of the study is to determine the impact of life story on staff members before implementation of care for residents with dementia in nursing homes. We realized a cross-sectional study with an online survey based on two fictive clinical vignettes: one described a resident with typical clinical elements (i.e. basic vignette) while the other contained typical clinical elements and life story information (i.e. enriched vignette). The two vignettes were visually similar and the order in which vignettes were presented (basic vignette then enriched; order 1 - enriched vignette, then basic; order 2) to staff members was counterbalanced (all staff members considered the two vignettes). After reading each vignette, staff members had to answer the following questions using a Visual Analogue Scale (VAS; a cursor is placed on a line between two extremes, for example “not at all” and “quite”): (1) <i>Useful information: </i>do you think you have all the useful information you need to adequately support this person? (from "not at all" to "quite"); (2) <i>Confidence: </i>to what extent would you feel confident in caring for this person in the NH where you work? (from "not at all" to "quite"); (3) <i>Empathy: </i>how much empathy do you feel for this person? (from "not at all" to "very much”). The notion of empathy refers to the ability to feel another person’s emotions, feelings and experiences; (4) <i>Notion of sympathy: </i> how do you perceive this person? (from “unsympathetic” to “sympathetic”)<i>; (5) Notion of independence</i>: how do you perceive this person? (from “dependent” to “independent”); and (6) <i>Workload: </i>how would you estimate the workload that this person would need from you? (from “permanent” to “null”). For each question, a score ranging between 0 and 100 was obtained. The closer the score was to 100, the more “positive” it was.
DOI: 10.6084/m9.figshare.12547568
title: Supplementary material.docx

description: susceptible resilient psychological stress
DOI: 10.6084/m9.figshare.12547586.v1
title: Supplementary material.docx

description: susceptible resilient
DOI: 10.6084/m9.figshare.12547640.v1
title: Residents’ life stories in nursing homes.xlsx

description: The aim of the study is to determine the impact of life story on staff members before implementation of care for residents with dementia in nursing homes. We realized a cross-sectional study with an online survey based on two fictive clinical vignettes: one described a resident with typical clinical elements (i.e. basic vignette) while the other contained typical clinical elements and life story information (i.e. enriched vignette). The two vignettes were visually similar and the order in which vignettes were presented (basic vignette then enriched; order 1 - enriched vignette, then basic; order 2) to staff members was counterbalanced (all staff members considered the two vignettes). After reading each vignette, staff members had to answer the following questions using a Visual Analogue Scale (VAS; a cursor is placed on a line between two extremes, for example “not at all” and “quite”): (1) <i>Useful information: </i>do you think you have all the useful information you need to adequately support this person? (from "not at all" to "quite"); (2) <i>Confidence: </i>to what extent would you feel confident in caring for this person in the NH where you work? (from "not at all" to "quite"); (3) <i>Empathy: </i>how much empathy do you feel for this person? (from "not at all" to "very much”). The notion of empathy refers to the ability to feel another person’s emotions, feelings and experiences; (4) <i>Notion of sympathy: </i> how do you perceive this person? (from “unsympathetic” to “sympathetic”)<i>; (5) Notion of independence</i>: how do you perceive this person? (from “dependent” to “independent”); and (6) <i>Workload: </i>how would you estimate the workload that this person would need from you? (from “permanent” to “null”). For each question, a score ranging between 0 and 100 was obtained. The closer the score was to 100, the more “positive” it was.
DOI: 10.6084/m9.figshare.12547553
title: 2. Prof A.Maleki_Figure 2_ESM.xls from Green and efficient three-component synthesis of 4H-pyran catalysed by CuFe<sub>2</sub>O<sub>4</sub>@starch as a magnetically recyclable bionanocatalyst

description: The development of simple, practical and inexpensive catalysis systems using natural materials is one of the main goals of pharmaceutical chemistry as well as green chemistry. Owing to the ability of easy separation of nanocatalyst, those goals could be approached by applying heterogeneous bionanocatalyst in combination with magnetic nanoparticles. Starch is one of the most abundant natural polymers; therefore, preparing bionanocatalyst from starch is very valuable as starch is largely available and inexpensive. An ecologically benign and efficacious heterogeneous nanocatalyst was prepared based on a biopolymer, and its attributes and morphology were specified by using Fourier transform infrared spectra, scanning electron microscopy (SEM), energy-dispersive X-ray spectroscopy (EDX), X-ray diffraction (XRD), thermal analysis and vibrating sample magnetometer measurements; followed by studying catalytic behaviour of bionanocomposite in a multicomponent reaction to synthesize of 4H-pyran derivatives. 4H-pyran is extremely valuable in pharmaceutical chemistry, and the development of methods for synthesis of different derivatives of 4H-pyran is momentous. Revealing environmentally benign nature, mild condition, easy work-up, low cost and non-toxicity are some of the advantages of this protocol. Besides, the bionanocomposite was recovered using an external magnetic bar and could be re-used at least six times with no further decrease in its catalytic activity.
DOI: 10.6084/m9.figshare.12547556
title: Prof A.Maleki_Figure 3_ESM from Green and efficient three-component synthesis of 4H-pyran catalysed by CuFe<sub>2</sub>O<sub>4</sub>@starch as a magnetically recyclable bionanocatalyst

description: The development of simple, practical and inexpensive catalysis systems using natural materials is one of the main goals of pharmaceutical chemistry as well as green chemistry. Owing to the ability of easy separation of nanocatalyst, those goals could be approached by applying heterogeneous bionanocatalyst in combination with magnetic nanoparticles. Starch is one of the most abundant natural polymers; therefore, preparing bionanocatalyst from starch is very valuable as starch is largely available and inexpensive. An ecologically benign and efficacious heterogeneous nanocatalyst was prepared based on a biopolymer, and its attributes and morphology were specified by using Fourier transform infrared spectra, scanning electron microscopy (SEM), energy-dispersive X-ray spectroscopy (EDX), X-ray diffraction (XRD), thermal analysis and vibrating sample magnetometer measurements; followed by studying catalytic behaviour of bionanocomposite in a multicomponent reaction to synthesize of 4H-pyran derivatives. 4H-pyran is extremely valuable in pharmaceutical chemistry, and the development of methods for synthesis of different derivatives of 4H-pyran is momentous. Revealing environmentally benign nature, mild condition, easy work-up, low cost and non-toxicity are some of the advantages of this protocol. Besides, the bionanocomposite was recovered using an external magnetic bar and could be re-used at least six times with no further decrease in its catalytic activity.
DOI: 10.6084/m9.figshare.12547553.v1
title: 2. Prof A.Maleki_Figure 2_ESM.xls from Green and efficient three-component synthesis of 4H-pyran catalysed by CuFe<sub>2</sub>O<sub>4</sub>@starch as a magnetically recyclable bionanocatalyst

description: The development of simple, practical and inexpensive catalysis systems using natural materials is one of the main goals of pharmaceutical chemistry as well as green chemistry. Owing to the ability of easy separation of nanocatalyst, those goals could be approached by applying heterogeneous bionanocatalyst in combination with magnetic nanoparticles. Starch is one of the most abundant natural polymers; therefore, preparing bionanocatalyst from starch is very valuable as starch is largely available and inexpensive. An ecologically benign and efficacious heterogeneous nanocatalyst was prepared based on a biopolymer, and its attributes and morphology were specified by using Fourier transform infrared spectra, scanning electron microscopy (SEM), energy-dispersive X-ray spectroscopy (EDX), X-ray diffraction (XRD), thermal analysis and vibrating sample magnetometer measurements; followed by studying catalytic behaviour of bionanocomposite in a multicomponent reaction to synthesize of 4H-pyran derivatives. 4H-pyran is extremely valuable in pharmaceutical chemistry, and the development of methods for synthesis of different derivatives of 4H-pyran is momentous. Revealing environmentally benign nature, mild condition, easy work-up, low cost and non-toxicity are some of the advantages of this protocol. Besides, the bionanocomposite was recovered using an external magnetic bar and could be re-used at least six times with no further decrease in its catalytic activity.
DOI: 10.6084/m9.figshare.12547568.v1
title: Supplementary material.docx

description: susceptible resilient psychological stress
DOI: 10.6084/m9.figshare.12547550
title: Prof A.Maleki_Figure 2_ESM from Green and efficient three-component synthesis of 4H-pyran catalysed by CuFe<sub>2</sub>O<sub>4</sub>@starch as a magnetically recyclable bionanocatalyst

description: The development of simple, practical and inexpensive catalysis systems using natural materials is one of the main goals of pharmaceutical chemistry as well as green chemistry. Owing to the ability of easy separation of nanocatalyst, those goals could be approached by applying heterogeneous bionanocatalyst in combination with magnetic nanoparticles. Starch is one of the most abundant natural polymers; therefore, preparing bionanocatalyst from starch is very valuable as starch is largely available and inexpensive. An ecologically benign and efficacious heterogeneous nanocatalyst was prepared based on a biopolymer, and its attributes and morphology were specified by using Fourier transform infrared spectra, scanning electron microscopy (SEM), energy-dispersive X-ray spectroscopy (EDX), X-ray diffraction (XRD), thermal analysis and vibrating sample magnetometer measurements; followed by studying catalytic behaviour of bionanocomposite in a multicomponent reaction to synthesize of 4H-pyran derivatives. 4H-pyran is extremely valuable in pharmaceutical chemistry, and the development of methods for synthesis of different derivatives of 4H-pyran is momentous. Revealing environmentally benign nature, mild condition, easy work-up, low cost and non-toxicity are some of the advantages of this protocol. Besides, the bionanocomposite was recovered using an external magnetic bar and could be re-used at least six times with no further decrease in its catalytic activity.
DOI: 10.6084/m9.figshare.12547544
title: Prof A.Maleki_Figure 3_ESM from Green and efficient three-component synthesis of 4H-pyran catalysed by CuFe<sub>2</sub>O<sub>4</sub>@starch as a magnetically recyclable bionanocatalyst

description: The development of simple, practical and inexpensive catalysis systems using natural materials is one of the main goals of pharmaceutical chemistry as well as green chemistry. Owing to the ability of easy separation of nanocatalyst, those goals could be approached by applying heterogeneous bionanocatalyst in combination with magnetic nanoparticles. Starch is one of the most abundant natural polymers; therefore, preparing bionanocatalyst from starch is very valuable as starch is largely available and inexpensive. An ecologically benign and efficacious heterogeneous nanocatalyst was prepared based on a biopolymer, and its attributes and morphology were specified by using Fourier transform infrared spectra, scanning electron microscopy (SEM), energy-dispersive X-ray spectroscopy (EDX), X-ray diffraction (XRD), thermal analysis and vibrating sample magnetometer measurements; followed by studying catalytic behaviour of bionanocomposite in a multicomponent reaction to synthesize of 4H-pyran derivatives. 4H-pyran is extremely valuable in pharmaceutical chemistry, and the development of methods for synthesis of different derivatives of 4H-pyran is momentous. Revealing environmentally benign nature, mild condition, easy work-up, low cost and non-toxicity are some of the advantages of this protocol. Besides, the bionanocomposite was recovered using an external magnetic bar and could be re-used at least six times with no further decrease in its catalytic activity.
DOI: 10.6084/m9.figshare.12547556.v2
title: Prof A.Maleki_Figure 3_ESM from Green and efficient three-component synthesis of 4H-pyran catalysed by CuFe<sub>2</sub>O<sub>4</sub>@starch as a magnetically recyclable bionanocatalyst

description: The development of simple, practical and inexpensive catalysis systems using natural materials is one of the main goals of pharmaceutical chemistry as well as green chemistry. Owing to the ability of easy separation of nanocatalyst, those goals could be approached by applying heterogeneous bionanocatalyst in combination with magnetic nanoparticles. Starch is one of the most abundant natural polymers; therefore, preparing bionanocatalyst from starch is very valuable as starch is largely available and inexpensive. An ecologically benign and efficacious heterogeneous nanocatalyst was prepared based on a biopolymer, and its attributes and morphology were specified by using Fourier transform infrared spectra, scanning electron microscopy (SEM), energy-dispersive X-ray spectroscopy (EDX), X-ray diffraction (XRD), thermal analysis and vibrating sample magnetometer measurements; followed by studying catalytic behaviour of bionanocomposite in a multicomponent reaction to synthesize of 4H-pyran derivatives. 4H-pyran is extremely valuable in pharmaceutical chemistry, and the development of methods for synthesis of different derivatives of 4H-pyran is momentous. Revealing environmentally benign nature, mild condition, easy work-up, low cost and non-toxicity are some of the advantages of this protocol. Besides, the bionanocomposite was recovered using an external magnetic bar and could be re-used at least six times with no further decrease in its catalytic activity.
DOI: 10.6084/m9.figshare.12547556.v1
title: 6. Prof A.Maleki_Figure 6_ESM.xls from Green and efficient three-component synthesis of 4H-pyran catalysed by CuFe<sub>2</sub>O<sub>4</sub>@starch as a magnetically recyclable bionanocatalyst

description: The development of simple, practical and inexpensive catalysis systems using natural materials is one of the main goals of pharmaceutical chemistry as well as green chemistry. Owing to the ability of easy separation of nanocatalyst, those goals could be approached by applying heterogeneous bionanocatalyst in combination with magnetic nanoparticles. Starch is one of the most abundant natural polymers; therefore, preparing bionanocatalyst from starch is very valuable as starch is largely available and inexpensive. An ecologically benign and efficacious heterogeneous nanocatalyst was prepared based on a biopolymer, and its attributes and morphology were specified by using Fourier transform infrared spectra, scanning electron microscopy (SEM), energy-dispersive X-ray spectroscopy (EDX), X-ray diffraction (XRD), thermal analysis and vibrating sample magnetometer measurements; followed by studying catalytic behaviour of bionanocomposite in a multicomponent reaction to synthesize of 4H-pyran derivatives. 4H-pyran is extremely valuable in pharmaceutical chemistry, and the development of methods for synthesis of different derivatives of 4H-pyran is momentous. Revealing environmentally benign nature, mild condition, easy work-up, low cost and non-toxicity are some of the advantages of this protocol. Besides, the bionanocomposite was recovered using an external magnetic bar and could be re-used at least six times with no further decrease in its catalytic activity.
DOI: 10.6084/m9.figshare.12547538
title: Prof A.Maleki_Figure 4_ESM from Green and efficient three-component synthesis of 4H-pyran catalysed by CuFe<sub>2</sub>O<sub>4</sub>@starch as a magnetically recyclable bionanocatalyst

description: The development of simple, practical and inexpensive catalysis systems using natural materials is one of the main goals of pharmaceutical chemistry as well as green chemistry. Owing to the ability of easy separation of nanocatalyst, those goals could be approached by applying heterogeneous bionanocatalyst in combination with magnetic nanoparticles. Starch is one of the most abundant natural polymers; therefore, preparing bionanocatalyst from starch is very valuable as starch is largely available and inexpensive. An ecologically benign and efficacious heterogeneous nanocatalyst was prepared based on a biopolymer, and its attributes and morphology were specified by using Fourier transform infrared spectra, scanning electron microscopy (SEM), energy-dispersive X-ray spectroscopy (EDX), X-ray diffraction (XRD), thermal analysis and vibrating sample magnetometer measurements; followed by studying catalytic behaviour of bionanocomposite in a multicomponent reaction to synthesize of 4H-pyran derivatives. 4H-pyran is extremely valuable in pharmaceutical chemistry, and the development of methods for synthesis of different derivatives of 4H-pyran is momentous. Revealing environmentally benign nature, mild condition, easy work-up, low cost and non-toxicity are some of the advantages of this protocol. Besides, the bionanocomposite was recovered using an external magnetic bar and could be re-used at least six times with no further decrease in its catalytic activity.
DOI: 10.6084/m9.figshare.12547541
title: Prof A.Maleki_Figure 2_ESM from Green and efficient three-component synthesis of 4H-pyran catalysed by CuFe<sub>2</sub>O<sub>4</sub>@starch as a magnetically recyclable bionanocatalyst

description: The development of simple, practical and inexpensive catalysis systems using natural materials is one of the main goals of pharmaceutical chemistry as well as green chemistry. Owing to the ability of easy separation of nanocatalyst, those goals could be approached by applying heterogeneous bionanocatalyst in combination with magnetic nanoparticles. Starch is one of the most abundant natural polymers; therefore, preparing bionanocatalyst from starch is very valuable as starch is largely available and inexpensive. An ecologically benign and efficacious heterogeneous nanocatalyst was prepared based on a biopolymer, and its attributes and morphology were specified by using Fourier transform infrared spectra, scanning electron microscopy (SEM), energy-dispersive X-ray spectroscopy (EDX), X-ray diffraction (XRD), thermal analysis and vibrating sample magnetometer measurements; followed by studying catalytic behaviour of bionanocomposite in a multicomponent reaction to synthesize of 4H-pyran derivatives. 4H-pyran is extremely valuable in pharmaceutical chemistry, and the development of methods for synthesis of different derivatives of 4H-pyran is momentous. Revealing environmentally benign nature, mild condition, easy work-up, low cost and non-toxicity are some of the advantages of this protocol. Besides, the bionanocomposite was recovered using an external magnetic bar and could be re-used at least six times with no further decrease in its catalytic activity.