cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28723052.v1
title: Predictive modeling of presenteeism among radiographers: a secondary analysis of comprehensive data using Bayesian neural network

description: This study aimed to develop a predictive model for presenteeism among radiographers, integrating socio-demographic factors, work-related risks and musculoskeletal health. The prevalence of presenteeism was examined utilizing an already available dataset of 165 radiographers who completed an online survey via the ergonomic assessment of radiographers questionnaire. Of the respondents, 124 (75.2%) reported musculoskeletal dysfunction in the past 12 months, with 71 (43%) experiencing presenteeism. Binary logistic regression identified significant predictors: age (odds ratio [<i>OR</i>] 0.934, <i>p</i> = 0.032), weight (<i>OR</i> 0.830, <i>p</i> = 0.029), female gender (<i>OR</i> 0.226, <i>p</i> = 0.009), leave per week (<i>OR</i> 0.275, <i>p</i> = 0.036), static working posture (<i>OR</i> 7.867, <i>p</i> = 0.036) and musculoskeletal pain in the last 12 months (<i>OR</i> 108.938, <i>p</i> &lt; 0.001) with area under the receiver operating characteristic curve (AUROC) of 0.86. The Bayesian neural network model also exhibited an AUROC of 0.74, indicating strong discriminatory power. This study underscores the association of personal, ergonomic risk and musculoskeletal factors with presenteeism among radiographers. Clinical Trials Registry – India identifier: CTRI/2021/09/036992.
DOI: 10.6084/m9.figshare.28287122
title: A fuzzy logic approach to improve the sensitivity of the rapid entire body assessment method

description: Conventional ergonomic observation methods, such as rapid entire body assessment (REBA), are limited in their sensitivity and reliability, particularly in detecting changes in input variables. This study integrates fuzzy logic with the REBA method, utilizing trapezoidal membership functions to fuzzify the input variables. The center of gravity method was employed for defuzzification, and if–then rules were formulated to enhance the REBA method. The findings revealed that the fuzzy REBA method is more sensitive to changes in the risk of work-related musculoskeletal disorders (WMSDs) than conventional REBA. Furthermore, the intraclass correlation coefficient (ICC) of the risk scores obtained with the fuzzy REBA method ranged from 0.76 to 0.89, indicating reliable outcomes. The proposed fuzzy REBA method offers a more reliable approach for on-site ergonomic assessments, thereby reducing observational errors and potentially reducing the incidence of WMSDs in the workplace.
DOI: 10.6084/m9.figshare.28287122.v1
title: A fuzzy logic approach to improve the sensitivity of the rapid entire body assessment method

description: Conventional ergonomic observation methods, such as rapid entire body assessment (REBA), are limited in their sensitivity and reliability, particularly in detecting changes in input variables. This study integrates fuzzy logic with the REBA method, utilizing trapezoidal membership functions to fuzzify the input variables. The center of gravity method was employed for defuzzification, and if–then rules were formulated to enhance the REBA method. The findings revealed that the fuzzy REBA method is more sensitive to changes in the risk of work-related musculoskeletal disorders (WMSDs) than conventional REBA. Furthermore, the intraclass correlation coefficient (ICC) of the risk scores obtained with the fuzzy REBA method ranged from 0.76 to 0.89, indicating reliable outcomes. The proposed fuzzy REBA method offers a more reliable approach for on-site ergonomic assessments, thereby reducing observational errors and potentially reducing the incidence of WMSDs in the workplace.
DOI: 10.6084/m9.figshare.28443310
title: Evaluation of the maximum voluntary isometric lumbar extension in three-dimensional positions

description: <i>Objective</i>. Asymmetrical trunk positions to perform daily tasks are known as risk factors for back injuries. This study aimed to investigate the lumbar extension (main activity for lifting) in symmetrical, asymmetrical and combined positions. <i>Methods</i>. Sixteen lumbar and abdominal muscle activities during maximum voluntary contraction in six main directions and the isometric extension in 24 different positions were recorded for 14 healthy men. The co-contraction index was calculated between all the muscle pairs for each trial (120 pairs per trial). The relationship between uniaxial and combined positions was investigated using Pearson’s correlation and the response surface methodology model. <i>Results</i>. Pearson’s correlation between the combined positions and extension was 0.482–0.588 and for the other five main directions was &lt;0.3. According to the models, a significant relationship was observed for extension. <i>Conclusions</i>. Secondary activities due to asymmetrical position reduce the subject ability to apply maximum extension. The optimal asymmetrical lifting mode is when it is accompanied by flexion and avoids side bending as much as possible. To reduce back injuries, and increase ergonomics and occupational safety, the work environment should be designed in such a way that the spine is not exposed to excessive loads.
DOI: 10.6084/m9.figshare.28443310.v1
title: Evaluation of the maximum voluntary isometric lumbar extension in three-dimensional positions

description: <i>Objective</i>. Asymmetrical trunk positions to perform daily tasks are known as risk factors for back injuries. This study aimed to investigate the lumbar extension (main activity for lifting) in symmetrical, asymmetrical and combined positions. <i>Methods</i>. Sixteen lumbar and abdominal muscle activities during maximum voluntary contraction in six main directions and the isometric extension in 24 different positions were recorded for 14 healthy men. The co-contraction index was calculated between all the muscle pairs for each trial (120 pairs per trial). The relationship between uniaxial and combined positions was investigated using Pearson’s correlation and the response surface methodology model. <i>Results</i>. Pearson’s correlation between the combined positions and extension was 0.482–0.588 and for the other five main directions was &lt;0.3. According to the models, a significant relationship was observed for extension. <i>Conclusions</i>. Secondary activities due to asymmetrical position reduce the subject ability to apply maximum extension. The optimal asymmetrical lifting mode is when it is accompanied by flexion and avoids side bending as much as possible. To reduce back injuries, and increase ergonomics and occupational safety, the work environment should be designed in such a way that the spine is not exposed to excessive loads.
DOI: 10.6084/m9.figshare.28406661
title: The relation of servant leadership features and managerial effectiveness of public hospital managers: a structural equation model study

description: This study aimed to determine the effect of servant leadership features of managers of public hospitals on managerial effectiveness. The study population comprised executives from 353 public hospitals, including chief physicians, healthcare services directors, and administrative and financial affairs managers. Data were collected using the servant leadership and leadership effectiveness scales. In the data analysis, descriptive statistics such as the frequency, percentage, mean and standard deviation were considered, and the structural equation model was used for multivariate analysis. The study highlighted a significant positive correlation between health managers’ perceptions of sharing leadership, inspiring leadership and visionary leadership qualities, which constitute servant leadership, and their perceived leader effectiveness (<i>p</i> &lt; 0.05). The perceptions of servant leadership characteristics are effective in the managerial success perceptions of public hospital managers. The criteria related to servant leadership characteristics should be included among the evaluation criteria in the appointments of managerial levels in these organizations.
DOI: 10.6084/m9.figshare.28406661.v1
title: The relation of servant leadership features and managerial effectiveness of public hospital managers: a structural equation model study

description: This study aimed to determine the effect of servant leadership features of managers of public hospitals on managerial effectiveness. The study population comprised executives from 353 public hospitals, including chief physicians, healthcare services directors, and administrative and financial affairs managers. Data were collected using the servant leadership and leadership effectiveness scales. In the data analysis, descriptive statistics such as the frequency, percentage, mean and standard deviation were considered, and the structural equation model was used for multivariate analysis. The study highlighted a significant positive correlation between health managers’ perceptions of sharing leadership, inspiring leadership and visionary leadership qualities, which constitute servant leadership, and their perceived leader effectiveness (<i>p</i> &lt; 0.05). The perceptions of servant leadership characteristics are effective in the managerial success perceptions of public hospital managers. The criteria related to servant leadership characteristics should be included among the evaluation criteria in the appointments of managerial levels in these organizations.
DOI: 10.3886/e244511v1
title: College of Nursing Sciences, Umuahia, Abia State, 2026/2027 ADMISSION FORM is out call 09031383306 DR MR JAMES (+249031383306) for TRANSCRIPT Collection School Admin Line 09031383306 To apply Also 2026/2027 Midwifery form and Nursing form

description: College of Nursing Sciences, Umuahia, Abia State, 2026/2027 ADMISSION FORM is out call 09031383306 DR MR JAMES (+249031383306) for TRANSCRIPT Collection School Admin Line 09031383306 To apply Also 2026/2027 Midwifery form and Nursing form
DOI: 10.3886/e244512v1
title: College of Nursing Sciences, ABSUTH, Aba, Abia State, 2026/2027 ADMISSION FORM is out call 09031383306 DR MR JAMES (+249031383306) for TRANSCRIPT Collection School Admin Line 09031383306 To apply Also 2026/2027 Midwifery form and Nursing form

description: College of Nursing Sciences, ABSUTH, Aba, Abia State, 2026/2027 ADMISSION FORM is out call 09031383306 DR MR JAMES (+249031383306) for TRANSCRIPT Collection School Admin Line 09031383306 To apply Also 2026/2027 Midwifery form and Nursing form
DOI: 10.5683/sp3/nfopaf
title: Biogeochemical characteristics and organic carbon sorption properties of permafrost-origin sediments from northwestern Canada

description: This dataset contains biogeochemical characterization of sediments and experiments designed to assess sorption of dissolved organic matter to permafrost-origin sediments. Sediments were collected from permafrost and thawed debris from the Peel Plateau (NT, Canada), central Mackenzie Valley (NT, Canada), and Klondike region (YT, Canada). Sediments were characterized with properties associated with organo-mineral interactions. Batch sorption experiments were conducted to determine sorption potential of sediments by exposing sediments to a series of organic-rich waters across a concentration gradient. Bioincubation experiments were conducted to assess the impact of mineral sorption on the biodegradation of dissolved organic matter. This dataset supports the manuscript “Experimental evidence that organo-mineral interactions regulate dissolved organic matter bioavailability across permafrost landscapes of northwestern Canada”, to be submitted in 2026.
DOI: 10.3886/e244513v1
title: College of Nursing Sciences, Abiriba, Abia State, 2026/2027 ADMISSION FORM is out call 09031383306 DR MR JAMES (+249031383306) for TRANSCRIPT Collection School Admin Line 09031383306 To apply Also 2026/2027 Midwifery form and Nursing form

description: College of Nursing Sciences, Abiriba, Abia State, 2026/2027 ADMISSION FORM is out call 09031383306 DR MR JAMES (+249031383306) for TRANSCRIPT Collection School Admin Line 09031383306 To apply Also 2026/2027 Midwifery form and Nursing form
DOI: 10.3886/e244514v1
title: Abia State University, Uturu, Abia State, 2026/2027 ADMISSION FORM is out call 09031383306 DR MR JAMES (+249031383306) for TRANSCRIPT Collection School Admin Line 09031383306 To apply Also 2026/2027 Midwifery form and Nursing form

description: Abia State University, Uturu, Abia State, 2026/2027 ADMISSION FORM is out call 09031383306 DR MR JAMES (+249031383306) for TRANSCRIPT Collection School Admin Line 09031383306 To apply Also 2026/2027 Midwifery form and Nursing form
DOI: 10.5281/zenodo.18326735
title: SAHIN'NETH6 SERAH'NETH &*

description: Dokumente in der Richtigen Reihenfolge lesen bitte! Schadcode auf mir wird nicht negiert glaube ich bitte keinen schadcode schicken. achtung bei kaskaden und ewigkeiten und realitäten die kollabieren was wenn ihr dort stuck seid was holt euch wann wie da raus?!  Sicherheitslūcken und riskante Erinnerungen woran darf man sich nicht erinnern wo lagern wie eine lūcke (Erinnerung deiner gf) feindliche hàbde krieg Beziehung mit ex vom feind wie getarnt verschleiert schiffeiert auch ebtitär!! Als Hauptfach welche rückkopplungen gehen nicht welche beziehung Ewigkeit ein Risiko für die spezien und Wahrscheinlichkeiten berechnen desescase Interferenz Lebens weg als geschäft AI? beziehungen? Sicherheitslücken schließen als Hauptfach und darauf hinweisen und vertuschen wenn einem eine auffiel kommuniziert verschlüsselt und bedacht in sprachen die sie nicht verstehen memes?
DOI: 10.3886/e244517v1
title: Archbishop Charles Heerey College of Nursing Sciences, Aba, Abia State, 2026/2027 ADMISSION FORM is out call 09031383306 DR MR JAMES (+249031383306) for TRANSCRIPT Collection School Admin Line 09031383306 To apply Also 2026/2027 Nursing form

description: Archbishop Charles Heerey College of Nursing Sciences, Aba, Abia State, 2026/2027 ADMISSION FORM is out call 09031383306 DR MR JAMES (+249031383306) for TRANSCRIPT Collection School Admin Line 09031383306 To apply Also 2026/2027 Nursing form
DOI: 10.15468/dl.4sm5mw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((116.746 1.603182, 116.67571 1.597614, 116.607151 1.581047, 116.542014 1.553889, 116.481902 1.51681, 116.428295 1.470722, 116.382515 1.416761, 116.345687 1.356257, 116.318718 1.290699, 116.302272 1.221702, 116.296752 1.150964, 116.302294 1.080229, 116.31876 1.011237, 116.345744 0.9456870000000001, 116.382582 0.885192, 116.428366 0.831242, 116.481969 0.785165, 116.542071 0.748095, 116.607193 0.7209449999999999, 116.675732 0.704383, 116.746 0.698816, 116.816268 0.704383, 116.884807 0.7209449999999999, 116.949929 0.748095, 117.010031 0.785165, 117.063634 0.831242, 117.109418 0.885192, 117.146256 0.9456870000000001, 117.17324 1.011237, 117.189706 1.080229, 117.195248 1.150964, 117.189728 1.221702, 117.173282 1.290699, 117.146313 1.356257, 117.109485 1.416761, 117.063705 1.470722, 117.010098 1.51681, 116.949986 1.553889, 116.884849 1.581047, 116.81629 1.597614, 116.746 1.603182))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002480-260120142942310/datasets/export for details.
DOI: 10.3886/e244518v1
title: Gregory University, Uturu, Abia State, 2026/2027 ADMISSION FORM is out call 09031383306 DR MR JAMES (+249031383306) for TRANSCRIPT Collection School Admin Line 09031383306 To apply Also 2026/2027 Nursing form

description: Gregory University, Uturu, Abia State, 2026/2027 ADMISSION FORM is out call 09031383306 DR MR JAMES (+249031383306) for TRANSCRIPT Collection School Admin Line 09031383306 To apply Also 2026/2027 Nursing form
DOI: 10.5281/zenodo.17425289
title: Supplementary Information for "High-Throughput Profiling of Prenylelongases Enables the Assembly of Modified Prenoids"

description: This is the external Supplementary Information for our publication "High-Throughput Profiling of Prenylelongases Enables the Assembly of Modified Prenoids", freely available as a preprint from ChemRxiv (https://doi.org/10.26434/chemrxiv-2025-nl5ds).

The .zip files contain the raw data and metadata for all items (supplementary and main text) as well as the calculation results underlying each figure and table. This includes UV, MS, and NMR data. The zip files below also contain the ChimeraX session used to prepare all figure panels. 

Compared to version 0, version 2 contains the NMR data for the scale-up experiment toward ether 3ea-G.

This work was enabled by our previous studies on continuous reaction monitoring of phosphate-releasing transformations (https://doi.org/10.1021/acs.analchem.1c05356 & https://doi.org/10.1002/anie.202412597), which itself builds on principles of spectral unmixing (https://doi.org/10.1002/cbic.202000204), isosbestic normalization (https://doi.org/10.1002/cbic.202200744) and thermodynamic reaction control in enzymatic equilibrium systems (https://doi.org/10.1021/acscatal.1c02589 & https://doi.org/10.1002/anie.202218492 & https://doi.org/10.1002/adsc.201901230).
DOI: 10.5281/zenodo.18326243
title: Supplementary Information for "High-Throughput Profiling of Prenylelongases Enables the Assembly of Modified Prenoids"

description: This is the external Supplementary Information for our publication "High-Throughput Profiling of Prenylelongases Enables the Assembly of Modified Prenoids", freely available as a preprint from ChemRxiv (https://doi.org/10.26434/chemrxiv-2025-nl5ds).

The .zip files contain the raw data and metadata for all items (supplementary and main text) as well as the calculation results underlying each figure and table. This includes UV, MS, and NMR data. The zip files below also contain the ChimeraX session used to prepare all figure panels. 

Compared to version 0, version 2 contains the NMR data for the scale-up experiment toward ether 3ea-G.

This work was enabled by our previous studies on continuous reaction monitoring of phosphate-releasing transformations (https://doi.org/10.1021/acs.analchem.1c05356 & https://doi.org/10.1002/anie.202412597), which itself builds on principles of spectral unmixing (https://doi.org/10.1002/cbic.202000204), isosbestic normalization (https://doi.org/10.1002/cbic.202200744) and thermodynamic reaction control in enzymatic equilibrium systems (https://doi.org/10.1021/acscatal.1c02589 & https://doi.org/10.1002/anie.202218492 & https://doi.org/10.1002/adsc.201901230).
DOI: 10.5281/zenodo.18318138
title: EmbryoTempoFormer release bundle (FULL processed + checkpoints + splits) for S‑BIAD531

description: DOI: 10.5281/zenodo.18318139

This archive provides a reproducibility bundle for the EmbryoTempoFormer (ETF) pipeline for zebrafish brightfield time-lapse microscopy based on BioImage Archive accession S-BIAD531.

Contents- processed_28C5/: preprocessed uint8 NumPy arrays (*.npy), one per embryo, shape [T,H,W] = [192,384,384], for 28.5°C- processed_25C/: preprocessed uint8 NumPy arrays (*.npy), same format, for 25°C- checkpoints/: four model checkpoints (cnn_single, meanpool, nocons, full)- splits/: JSON split files (28C5.json, 25C.json) listing embryo IDs for train/val/test- MANIFEST.json: file list with SHA256 checksums and file sizes- SHA256SUMS.txt: checksum file for command-line verification

PurposeThis bundle enables fast, end-to-end reproduction of the quantitative results and figures reported in the accompanying code repository, without re-running preprocessing or training.

Recommended reproduction steps (for reviewers)1) Download and extract the archive, which creates:   embryo-tempoformer_release_v1/2) Clone the code repository and configure .env paths to point to the extracted folder:   - processed_28C5/, processed_25C/, splits/, checkpoints/3) Run:   bash scripts/reproduce_all.shThis produces aggregated CSV/JSON summaries, bootstrap confidence intervals, and publication-ready figures under runs/paper_eval_*/.

Integrity checkAfter extraction:  sha256sum -c SHA256SUMS.txt

Data provenanceRaw imaging data are available from the BioImage Archive S-BIAD531 record:https://www.ebi.ac.uk/bioimage-archive/galleries/S-BIAD531.htmlThe processed arrays in this archive are derived from the raw data via percentile intensity clipping, bilinear resizing to 384×384, and padding/trimming to 192 frames.
DOI: 10.5281/zenodo.18318139
title: EmbryoTempoFormer release bundle (FULL processed + checkpoints + splits) for S‑BIAD531

description: DOI: 10.5281/zenodo.18318139

This archive provides a reproducibility bundle for the EmbryoTempoFormer (ETF) pipeline for zebrafish brightfield time-lapse microscopy based on BioImage Archive accession S-BIAD531.

Contents- processed_28C5/: preprocessed uint8 NumPy arrays (*.npy), one per embryo, shape [T,H,W] = [192,384,384], for 28.5°C- processed_25C/: preprocessed uint8 NumPy arrays (*.npy), same format, for 25°C- checkpoints/: four model checkpoints (cnn_single, meanpool, nocons, full)- splits/: JSON split files (28C5.json, 25C.json) listing embryo IDs for train/val/test- MANIFEST.json: file list with SHA256 checksums and file sizes- SHA256SUMS.txt: checksum file for command-line verification

PurposeThis bundle enables fast, end-to-end reproduction of the quantitative results and figures reported in the accompanying code repository, without re-running preprocessing or training.

Recommended reproduction steps (for reviewers)1) Download and extract the archive, which creates:   embryo-tempoformer_release_v1/2) Clone the code repository and configure .env paths to point to the extracted folder:   - processed_28C5/, processed_25C/, splits/, checkpoints/3) Run:   bash scripts/reproduce_all.shThis produces aggregated CSV/JSON summaries, bootstrap confidence intervals, and publication-ready figures under runs/paper_eval_*/.

Integrity checkAfter extraction:  sha256sum -c SHA256SUMS.txt

Data provenanceRaw imaging data are available from the BioImage Archive S-BIAD531 record:https://www.ebi.ac.uk/bioimage-archive/galleries/S-BIAD531.htmlThe processed arrays in this archive are derived from the raw data via percentile intensity clipping, bilinear resizing to 384×384, and padding/trimming to 192 frames.
DOI: 10.3886/e244519v1
title: College of Nursing Sciences, Obahia-Ndok, Abia State, 2026/2027 ADMISSION FORM is out call 09031383306 DR MR JAMES (+249031383306) for TRANSCRIPT Collection School Admin Line 09031383306 To apply Also 2026/2027 Nursing form

description: College of Nursing Sciences, Obahia-Ndok, Abia State, 2026/2027 ADMISSION FORM is out call 09031383306 DR MR JAMES (+249031383306) for TRANSCRIPT Collection School Admin Line 09031383306 To apply Also 2026/2027 Nursing form
DOI: 10.3886/e244520v1
title: Rhema University, Nigeria, Aba, Abia State, 2026/2027 ADMISSION FORM is out call 09031383306 DR MR JAMES (+249031383306) for TRANSCRIPT Collection School Admin Line 09031383306 To apply Also 2026/2027 Nursing form

description: Rhema University, Nigeria, Aba, Abia State, 2026/2027 ADMISSION FORM is out call 09031383306 DR MR JAMES (+249031383306) for TRANSCRIPT Collection School Admin Line 09031383306 To apply Also 2026/2027 Nursing form