cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.14571930.v1
title: Supplementary Material for: The Impact of Platinum-Containing Chemotherapies in Advanced Triple-Negative Breast Cancer: Meta-Analytical Approach to Evaluating Its Efficacy and Safety

description: <b><i>Background:</i></b> Triple-negative breast cancer (TNBC), the most common type of breast cancer, is associated with poor patient prognosis. Platinum-containing chemotherapies are commonly used in the treatment and prevention of advanced TNBC. <b><i>Objectives and Methods:</i></b> To systematically evaluate the effectiveness and safety of platinum-containing chemotherapies in patients with advanced TNBC, we searched several databases, including PubMed, Medline, Embase, ClinicalTrials.gov, Cochrane Library, CNKI, CBM, and the Chinese Cochrane Center, to collect published randomized controlled clinical studies of platinum-containing chemotherapies for advanced TNBC before November 2020. The meta-analysis was performed using Review Manager version 5.3. To assess effectiveness and safety, dichotomous and continuous variables were assessed using odds ratio (OR) and mean difference (MD), respectively, with 95% CI. <b><i>Results:</i></b> A total of 1,222 patients with advanced TNBC were enrolled in 11 eligible trials, including 489 patients in the treatment group (platinum-containing) and 447 patients in the control group (non-platinum-containing). We also retrieved information whether a PARP inhibitor was combined with platinum-containing chemotherapy for patients with metastatic TNBC and identified 224 patients who received a PARP inhibitor combined with platinum-containing chemotherapy and 62 patients in the platinum-containing group who did not. The platinum-containing chemotherapy group had a significantly better objective response rate (OR 1.43, 95% CI 1.20–1.71, <i>p</i> &lt; 0.001) and longer progression-free survival (PFS; MD 1.15, 95% CI 0.03–2.28, <i>p</i> &lt; 0.05) than the non-platinum-containing chemotherapy group. However, there was no significant difference in overall survival (OS) of patients with advanced TNBC between the two groups (MD 2.04, 95% CI –0.83 to 4.91, <i>p</i> &gt; 0.05). Related adverse effects of platinum-containing chemotherapies involved gastrointestinal reaction, myelosuppression and liver function damage. Platinum-containing chemotherapies were not associated with an increased incidence of adverse side effects compared with non-platinum-containing chemotherapies, with the exception of nausea and vomiting (OR 2.22, 95% CI 1.10–4.46, <i>p</i> &lt; 0.05). Furthermore, the addition of the PARP inhibitor iniparib to gemcitabine and carboplatin treatment improved the rate of clinical benefit, OS and PFS. <b><i>Conclusions:</i></b> Platinum-containing chemotherapy remains a highly recommended therapeutic regimen due to greater effectiveness and tolerance for patients with advanced TNBC.
DOI: 10.6084/m9.figshare.21856581.v1
title: Table S4

description: <em>All missing pairs from the dataset presented in Table S1.</em>
DOI: 10.26180/19210632.v2
title: Data for "Correlation-induced magnetism in substrate-supported 2D metal-organic frameworks"

description: Data and scripts used to produce the figures and results in Field, B., Schiffrin, A. & Medhekar, N.V. "Correlation-induced magnetism in substraye-supported 2D metal-organic frameworks". <em>npj Comput Mater</em> <strong>8</strong>, 227 (2022). Further details are contained in the README.txt file within the zip folder. The provided Python code is shared under a GNU GPL license (details within).
DOI: 10.17632/t7p98wghkx
title: Prevalence of Sexual Predation, Institutional Camouflage and Knowledge Building in Ibadan Metropolis, Nigeria

description: This study examined the prevalence of sexual predation and institutional knowledge-building in educational institutions in Ibadan Metropolis, Nigeria. It was guided by the hypothesis that socio-demographic factors such as age, gender, income level, and institutional type significantly influence the likelihood of experiencing sexual predation, and that institutional response affects reporting behaviours and knowledge awareness.

A cross-sectional survey design was used. The study area included schools across Ibadan Metropolis selected due to growing concern over sexual misconduct in schools and weak institutional mechanisms for protection and accountability. A total of 415 students participated in the study. Respondents were selected using purposive and convenience sampling to ensure representation sociodemographics. Participants were internet users capable of completing Google Forms, which was used to administer the questionnaire.

The structured questionnaire gathered data on participants’ socio-demographic characteristics, personal or witnessed experiences with sexual predation, reporting behaviours, and perceptions of institutional responses. Questions were designed to capture the frequency, types, perpetrators, and locations of incidents. Likert-scale items were included to assess the perceived adequacy of institutional response and support systems.

Data were analysed using SPSS version 27. Descriptive statistics (frequencies and percentages) were used to summarize demographic characteristics and prevalence rates. Binary logistic regression was employed to determine which socio-demographic factors significantly predicted the likelihood of experiencing sexual predation. Odds ratios with 95% confidence intervals were calculated, and all tests were conducted at a significance level of p &lt; 0.05.

Findings showed that sexual predation is a serious and underreported problem within the study area. Female students were significantly more likely than male students to report experiencing sexual predation. Perpetrators were often older students, teachers, or non-academic staff. Incidents frequently occurred in classrooms, dormitories, offices, and isolated campus areas. Many students chose not to report due to fear, shame, or mistrust of institutional support systems. Perceptions of institutional response were largely negative, with many participants indicating that schools either ignored reports or failed to take action.

The data confirm the research hypothesis and suggest that vulnerability is shaped by both individual and institutional factors. Poor reporting culture and institutional silence allow predation to persist. The findings call for stronger prevention and reporting mechanisms, capacity building among staff, and student empowerment strategies.

This study provides evidence to inform school policies, awareness campaigns, and legislative interventions that protect students and promote safer learning environments in Nigerian schools.
DOI: 10.17632/t7p98wghkx.1
title: Prevalence of Sexual Predation, Institutional Camouflage and Knowledge Building in Ibadan Metropolis, Nigeria

description: This study examined the prevalence of sexual predation and institutional knowledge-building in educational institutions in Ibadan Metropolis, Nigeria. It was guided by the hypothesis that socio-demographic factors such as age, gender, income level, and institutional type significantly influence the likelihood of experiencing sexual predation, and that institutional response affects reporting behaviours and knowledge awareness.

A cross-sectional survey design was used. The study area included schools across Ibadan Metropolis selected due to growing concern over sexual misconduct in schools and weak institutional mechanisms for protection and accountability. A total of 415 students participated in the study. Respondents were selected using purposive and convenience sampling to ensure representation sociodemographics. Participants were internet users capable of completing Google Forms, which was used to administer the questionnaire.

The structured questionnaire gathered data on participants’ socio-demographic characteristics, personal or witnessed experiences with sexual predation, reporting behaviours, and perceptions of institutional responses. Questions were designed to capture the frequency, types, perpetrators, and locations of incidents. Likert-scale items were included to assess the perceived adequacy of institutional response and support systems.

Data were analysed using SPSS version 27. Descriptive statistics (frequencies and percentages) were used to summarize demographic characteristics and prevalence rates. Binary logistic regression was employed to determine which socio-demographic factors significantly predicted the likelihood of experiencing sexual predation. Odds ratios with 95% confidence intervals were calculated, and all tests were conducted at a significance level of p &lt; 0.05.

Findings showed that sexual predation is a serious and underreported problem within the study area. Female students were significantly more likely than male students to report experiencing sexual predation. Perpetrators were often older students, teachers, or non-academic staff. Incidents frequently occurred in classrooms, dormitories, offices, and isolated campus areas. Many students chose not to report due to fear, shame, or mistrust of institutional support systems. Perceptions of institutional response were largely negative, with many participants indicating that schools either ignored reports or failed to take action.

The data confirm the research hypothesis and suggest that vulnerability is shaped by both individual and institutional factors. Poor reporting culture and institutional silence allow predation to persist. The findings call for stronger prevention and reporting mechanisms, capacity building among staff, and student empowerment strategies.

This study provides evidence to inform school policies, awareness campaigns, and legislative interventions that protect students and promote safer learning environments in Nigerian schools.
DOI: 10.6084/m9.figshare.24427183.v1
title: Supplementary Material for: Urinary Fetuin-A Fragments Predict Progressive eGFR Decline in Two Independent Type 2 Diabetes Cohorts of Different Ethnicities

description: Introduction There is a great clinical need for novel markers to predict kidney function decline in patients with type 2 diabetes. We explored the potential of post-translationally modified fetuin-A fragments in urine (uPTM-FetA) as such a marker. Methods We included patients with type 2 diabetes from two independent, non-overlapping prospective cohort studies. A cut-off for uPTM-FetA, measured via ELISA method, was determined using the Youden index in the primary cohort of patients with type 2 diabetes from Taiwan. Kidney endpoint was defined as an eGFR decline ≥30% from baseline, reaching of an eGFR&lt;15 mL/min/1.73 m2, or a need of renal replacement therapy. Prospective associations were assessed in Cox regression models. All analyses were replicated in a cohort of patients with type 2 diabetes from the Netherlands. Results In total, 294 patients with type 2 diabetes (age 61±10 years, 55% male, eGFR 88±16 ml/min/1.73m2) were included in the primary cohort. During a follow-up of median 4.6 years, 42 participants (14%) experienced the kidney endpoint. Using the defined cut-off, a high uPTM-FetA was associated with a higher risk of renal function decline (Plog-rank &lt;0.0001). This association was similar in subgroups depending on albuminuria. This association remained, independent of age, sex, baseline eGFR, albuminuria, HbA1c, and other potential confounders (HR: 9.94; 95% CI: 2.96-33.40; P&lt;0.001 in the final model). Analyses in the validation cohort (376 patients with type 2 diabetes, age 64±11 years, 66% male, eGFR 76±24 ml/min/1.73m2) using the same cut-off yielded similar results. Discussion/Conclusion uPTM-FetA was independently associated with kidney function decline in patients with type 2 diabetes validated in a 2-cohort study. The significant additive predictive power of this biomarker from conventional risk factors suggests its clinical use for renal function progression in patients with type 2 diabetes.
DOI: 10.6084/m9.figshare.22732736.v1
title: Change of Surface Tension and Interfacial Tension

description: Surface tension of SP-DA-PEG aqueous solution under various light intensities and concentrations. Surface tension of MCH-para aqueous solution with different pH values. Interfacial tension of SP-DA-PEG or MCH-para aqueous solution and Krytox.
DOI: 10.6084/m9.figshare.c.3595961_d5.v1
title: Additional file 2: of Metagenome-scale analysis yields insights into the structure and function of microbial communities in a copper bioleaching heap

description: Summary of major phylotypes of microorganism communities in copper mine tailings using the program MEGAN. (XLSX 13 kb)
DOI: 10.6084/m9.figshare.26199563.v1
title: systolic_1

description: systolic_1
DOI: 10.25415/ujhb.20383113.v2
title: Rational Design of Covalent Triazine Frameworks Based on Pore Size and Heteroatomic toward High Performance Supercapacitors

description: A series of covalent triazine frameworks (CTFs) are prepared via ionothermal synthesis for supercapacitors. Due to the feature of adjustable pore structure and rich nitrogen, CTFs with regular structure can be used as a group of model compounds to further investigate the influence of pore size and heteroatom on supercapacitors. By comparing the performance of CTFs with different pore structures and nitrogen contents, the experimental results show that BPY-CTF with high specific surface area of 2278 m2 g−1, mesopores structure, and suitable nitrogen content displays a specific capacitance of 393.6 F g−1 at 0.5 A g−1. According to the results and analysis, the existence of mesopores largely enhance the contact area between the electrode material and electrolyte, and then boost the charge transfer. On the other hand, <em>N</em>-doping has a prominent effect on improving the Faradaic pseudo-capacitance and conductivity for CTF electrode materials. This work will inspire further research on the development of highly efficient electrode materials for energy storage devices.
DOI: 10.6084/m9.figshare.7359188.v1
title: Dataset (Ganesh et al).xlsx

description: This is dataset used for Publication "<b>Epidemiology of urinary tract infection and antimicrobial resistance in the pediatric hospital in Nepal</b>" and contains data sheet of AMR of isolated uropathogens at microbiology laboratory in Siddhi Memorial Hospital, Bhaktapur, Nepal.
DOI: 10.6084/m9.figshare.12312179.v2
title: Health Institutions

description: Top healthcare producers of research on COVID-19 since the beginning of 2020
DOI: 10.6084/m9.figshare.25151891.v1
title: Supplementary Material for: Laparoscopic resection of the transverse colon cancer with an anomaly of the middle colic artery originating from the splenic artery: A case report.

description: Introduction: We encountered a colon cancer case with a very rare anomaly of the middle colic artery (MCA) originating from the splenic artery (SA). 
Case presentation: A woman was referred to our hospital for transverse colon cancer. Three-dimensional computed tomography (3D-CT) angiography showed an anomalous MCA originating from the SA, rather than from the superior mesenteric artery (SMA) as is typical. Laparoscopic left hemicolectomy with D3 lymph-node dissection was performed. The lymph nodes around the SMA were dissected from the caudal view, confirming the absence of a typical MCA. An anomalous SA-originating MCA was identified just below the pancreas, where it was clipped and ligated; subsequently, total mesenteric excision was achieved. 
Conclusion: As D3 lymph-node dissection for transverse colon cancer is technically difficult, 3D-CT angiography is useful for identifying vascular anomalies preoperatively, thereby avoiding intraoperative injury. This is the first case report of laparoscopic colectomy associated with a SA-originating MCA anomaly.
DOI: 10.6084/m9.figshare.14806182.v1
title: DATA for impact test of CSiC.pdf

description: CSIC 影响测试数据
DOI: 10.6084/m9.figshare.19367927.v1
title: Supplementary Material for: Gestational Age-Dependent Reference Ranges for Albumin Levels in Cord Serum

description: <b><i>Background:</i></b> To diagnose hypoalbuminemia in newborns, it is essential to establish a definition applicable to those with a different gestational age (GA) and clinical conditions. A positive correlation between serum albumin levels and GA has been reported, but the study was limited to small numbers of newborns. We therefore investigated the GA-dependent reference ranges for serum albumin levels using cord venous blood (UC-Alb levels) from a large number of newborns delivered at a tertiary perinatal center. <b><i>Methods:</i></b> Albumin levels were assessed in 2,917 newborns at 22–41 weeks of GA after exclusion of those with congenital disorders. Linear regression analysis was used to correlate GA and UC-Alb levels. After calculation of the percentile values of UC-Alb levels for each week of GA, the distributions were approximated by the least-squares method. To validate the determined linear approximation of the 5%ile value, the UC-Alb levels in newborns with hydrops fetalis and gastroschisis were used. <b><i>Results:</i></b> A significant positive correlation between GA and UC-Alb levels was found (<i>r</i><sub>s</sub> = 0.701, <i>p</i> &lt; 0.001, respectively). The distribution of the 5%ile of UC-Alb levels (<i>Y</i>) by GA (<i>X</i>) was approximated as a straight line (<i>Y</i> = 0.062 × <i>X</i> + 0.326, <i>R</i><sup>2</sup> = 0.951). Among the 59 and 18 newborns with hydrops fetalis and gastroschisis, 51 (86.4%) and 15 (83.3%), respectively, were below the line. <b><i>Conclusions:</i></b> We established GA-dependent reference ranges for serum albumin levels, which may be useful to accurately diagnose hypoalbuminemia in newborns.
DOI: 10.6084/m9.figshare.23828475.v1
title: The sediment accumulation rates from four cored sites in Lake Victoria, East Africa

description: The sediment accumulation rates from Lake Victoria
DOI: 10.6084/m9.figshare.27989525.v1
title: <b>Predicting</b><b> </b><b>EFL s</b><b>tudents’</b><b> </b><b>e</b><b>ffective GenAI </b><b>u</b><b>se in </b><b>w</b><b>riting:</b><b> </b><b>Interplay of self-regulation, critical thinking, growth mindsets, </b><b>general </b><b>writing competence</b><b>,</b><b> </b><b>and G</b><b>en</b><b>AI literacy</b>

description: Data were collected from 342 first-year EFL students who completed a semester-long college English course integrating GenAI tools in writing, through questionnaires and two writing tasks. The proposed model was tested using PLS-SEM. The findings indicated that 1) self-regulation, critical thinking, GenAI literacy, and general writing competence all significantly influenced effective GenAI use.
DOI: 10.6084/m9.figshare.28726547.v1
title: Data supporting figures and tables in Attention-Based Framework for Automated Symbol Recognition and Wiring Design in Electrical Diagrams

description: <b>Dataset Description for Figshare</b>This dataset supports the findings of the research titled:<b>"Attention-Based Framework for Automated Symbol Recognition and Wiring Design in Electrical Diagrams"</b><b>Authors:</b> Ikenna Ekeke, Carlos Francisco Moreno-García, Eyad Elyan<br><b>Affiliation:</b> Robert Gordon University, Aberdeen, Scotland, UK<br><b>Date:</b> April 2025<b>Overview</b>The research presents an end-to-end deep learning framework combining <b>YOLOv8 object detection</b> with <b>attention mechanisms</b> to improve symbol recognition in electrical diagrams, followed by a <b>graph-based wiring algorithm</b> that automates wire routing between detected symbols. The system is tested across <b>proprietary and public datasets,</b> including:CGHD (Circuit Graph Hand-drawn Diagrams)DCD (Digital Circuit Diagrams)<b>Datasets Included</b>This data bundle includes the <b>primary data</b> used to generate figures and tables within the manuscript:Model performance metrics across different attention modules (Table 1 - Table 3).Class distribution tables (used in Figures 11a, 11b, 12a, 12b).Class-wise accuracy table (Table 4).Results of statistical analysis (Table 5, Duncan’s test).Validation Results on CGHD and DCD_Datasets (Table 6).Wiring algorithm evaluation metrics (Table 7).Each table is provided in <b>CSV format</b> that maps the data file to the corresponding figure or table in the paper.<b>Use Cases</b>This dataset is useful for:Benchmarking attention-based models for electrical symbol recognition.Studying the impact of class imbalance on detection accuracy.Reproducing automated wiring design evaluations using pathfinding algorithms.
DOI: 10.6084/m9.figshare.6220409.v1
title: Interview Notes about Pumps & Irrigation with Small Scale Farmers near Kisumu, Kenya

description: For my Masters Thesis Project, I conducted demonstrations and in-depth interviews with 14 small scale farmers.<br>In the summer of 2017, I travel to Kisumu, Kenya to test a prototype pump, collect user feedback, and investigate the use-environment. Most of the farmers that I talked to were in Esabalu, a dense but rural farming area 25 km (15 miles) away from Kisumu, which is the third largest city in Kenya.  . The farmers were part of the Vibrant Village farming group and selected by their director, Nick Kempson. The farmers were selected primarily by proximity, but also to include both males and females. All of the farmers owned an eighth of an acre to four acres of land, with the most common plot being a fourth of an acre. All of their farms boarded a creek that had naturally flowing water year-round. From what I heard, having a year round water source is typical of small scale farmers in the area<br>
DOI: 10.6084/m9.figshare.6989423.v1
title: MRI images, Subject (a) MC no MotionMRI Images

description: Custom 3D FLASH sequence that can apply prospective MC based on the motion estimates.The 3D FLASH sequence has the following parameters: FOV 256 mm × 256 mm × 56 mm with 1 mm × 1 mm × 2 mm voxels (phase/read/slice directions respectively), bandwidth of 1000 Hz/pixel, TR of 15 ms, TE of 2.68 ms, and flip angle 35 degrees.
DOI: 10.6084/m9.figshare.13005143.v1
title: Supplementary Material for: Advanced Liver Fibrosis Predicts Unfavorable Long-Term Prognosis in First-Ever Ischemic Stroke or Transient Ischemic Attack

description: <b><i>Introduction:</i></b> There are a limited number of studies investigating the relationship between the degree of liver fibrosis and the long-term prognosis, especially ischemic stroke (IS) recurrence, in first-ever IS or transient ischemic attack (TIA). <b><i>Objective:</i></b> We investigated whether there are differences in the long-term all-cause and cardiovascular mortalities and IS recurrence based on the degree of liver fibrosis in first-ever IS or TIA. <b><i>Methods:</i></b> This analysis included 2,504 patients with first-ever IS or TIA recruited from a prospective stroke cohort. Liver fibrosis was predicted using the fibrosis-4 (FIB-4) index, and advanced fibrosis was defined as an FIB-4 index of &gt;3.25. Using Cox regression models, we compared the all-cause and cardiovascular mortalities and IS recurrence. As measures for the additive predictive value of the FIB-4 index for prediction of all-cause mortality, the integrated area under the receiver operating characteristic curve (iAUC), net reclassification improvement (NRI), and integrated discrimination improvement (IDI) were used. <b><i>Results:</i></b> There were 231 (9.2%) patients with advanced fibrosis. During a median follow-up of 1.2 years, the cumulative all-cause and cardiovascular mortalities were 6.4 and 1.9%, and IS recurrence was observed in 5.3%. The advanced fibrosis was associated with an increased risk of all-cause mortality (hazard ratio [HR] = 3.98, 95% confidence interval [CI] = 2.40–6.59), cardiovascular mortality (HR = 4.48, 95% CI = 1.59–12.65), and IS recurrence (HR = 1.95, 95% CI = 1.05–3.65). Adding the FIB-4 index to the model consisting of traditional cardiovascular risk factors improved the predictive accuracy for all-cause mortality as measured using the iAUC (from 0.7594 to 0.7729) and for all-cause mortality at 1 year as measured using the NRI (38.6%) and IDI (0.037). <b><i>Conclusions:</i></b> The burden of liver fibrosis is associated with unfavorable long-term prognosis, including recurrent IS, in first-ever IS or TIA.