cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.24233629.v2
title: <b>Revolutionizing Database Design through a Scalable, Formal, Learning-Powered</b><b>Systematic Tradeoff Analysis</b>

description: Optimizing database design is crucial for the performance of any software systems reliant on databases. However, current database design tools offer limited support for evaluating the performance implications of database designs. Instead, they often rely on single-point solutions guided by static heuristics, offering limited insights. While state-of-the-art design tradeoff analysis tools extend greater assistance, their usage becomes impractical when dealing with large-scale, real-world systems hosting thousands of potential designs. Specifically, the exorbitant cost associated with dynamically analyzing the performance of each conceivable design impedes the scalability of these cutting-edge techniques. In this paper, we introduce an innovative solution grounded in machine learning to efficiently and scalably identify and present optimal tradeoffs within the realm of database designs for object-oriented software systems. Our approach centers on training a transformer model using a dataset of formally analyzed database designs. This trained model is then employed to identify Pareto-optimal design tradeoffs, drastically reducing the number of design candidates requiring dynamic evaluation. These select designs can subsequently undergo evaluation and comparison, with the designs offering the best tradeoffs presented to the user, significantly reducing the time required compared to state-of-the-art techniques.The extensive experiments across various software database systems corroborate our approach's high effectiveness in identifying optimal design alternatives overlooked by leading analysis tools. Additionally, our results demonstrate an impressive 98.21 % improvement in analysis efficiency compared to the current state of the art, reducing tradeoff analysis time from 58 days to just 43 minutes—a remarkable advancement in efficiency.
DOI: 10.6084/m9.figshare.27281154.v1
title: <b>Study Protocol: The Impact of Mental Practice on Emotional Support, Anxiety, and Parenting Quality Among Parents of Children with Stunting</b>

description: Mental practice, emotional support, anxiety, parenting quality, stunting, psychological intervention.
DOI: 10.6084/m9.figshare.27753828.v2
title: <b>A novel mRNA vaccine provides immune protection against serotype O foot-and-mouth disease in guinea pigs and pig</b><b>s</b>

description: Foot-and-mouth disease virus (FMDV) is one of the most significant animal pathogens worldwide, severely impacting the health and productivity of pigs, cattle, sheep, and other ungulates. Although the traditional vaccines have played a crucial role in epidemic control, inactivated vaccines face persistent challenges concerning thepotential forvirus dissemination and pressures from serotype and subtype matching. However, the manufacture of attenuated vaccines is forbidden, and the efficiency of alternative vaccines for immune protection is still inadequate.
DOI: 10.6084/m9.figshare.28031288.v2
title: Disruption of <i>CmHmgr1 </i>triggers apoptosis and causes defects in growth, conidiogenesis, and mycoparasitism of <i>Coniothyrium minitans</i>

description: The datas for Growth-inhibiting rate, Rot index and qRT-PCR
DOI: 10.17632/j3sfwjhzxn
title: Supplemental Figure 1

description: Effects of heat stress and dietary organic acid and pure botanical supplementation on productive performance, milk composition and feed efficiency of pregnant multiparous lactating Holstein cows. Body weight (A), live weight variation (B), total water intake (C), 3.5% FCM (D), milk lactose percent (E), milk lactose yield (F), total solids percent (G), somatic cell count (SCC; H), milk efficiency (I), ECME (J), and 3.5% ECME (K). Cows were randomly assigned to one of four treatments at enrollment: unsupplemented thermoneutral conditions (TN-Con, n = 12), heat-stress with no organic acids and pure botanicals (OA/PB) supplementation (HS-Con, n = 12), thermoneutral conditions pair-fed to HS-Con (TN-PF, n = 12), HS supplemented with OA/PB (75 mg/kg of body weight [BW]; AviPlus R; VetAgro S.p.A., Italy; HS-OAPB, n = 10). Control cows (not supplemented with OA/PB) received a matching dose of the lipid matrix. BL: baseline values for acclimation period.
DOI: 10.6084/m9.figshare.20098871.v3
title: List of Reviewed Documents according to category.docx

description: This dataset includes the list of documents reviewed during the desk review of the situational analysis on postpartum family planning in Nepal
DOI: 10.6084/m9.figshare.24278968.v1
title: boxplot

description: boxplot data
DOI: 10.6084/m9.figshare.28664648.v1
title: Status of Household Transmission Prevention among Individuals with Chronic Hepatitis B: a Cross-sectional Study in Ethiopian Tertiary Care Setting

description: The significance of household transmission of hepatitis B virus infection has been identified in different studies. Higher disease related knowledge among Hepatitis B patients improves the practice of transmission prevention and screening of household contacts. This study aims to assess the knowledge and practice of household transmission prevention among people with chronic hepatitis B attending a liver clinic at Tikur Anbessa Specialized Hospital (TASH), Ethiopia. A single center cross-sectional study among 229 hepatitis B patients visiting liver clinic for follow up service was undertaken in 2021. Data were collected using a structured interviewer guided questionnaires and analyzed using descriptive and inferential statistical methods in SPSS 26. Results: Mean age of respondents was 40 years, 68% were male, 65% of respondents scored ≥75 (defined as a high knowledge). In adjusted linear regression, age &lt;40 years, presence of additional infected household members and disease duration &gt;3 years were associated with higher knowledge score (R2= 0.106, F=8.936, P&lt;0.001). Only 38.6% of participants scoring ≥6 (defined as good prevention practice). In Adjusted logistic regression, factors associated with poor practice were; low level of education (OR: 5.218; 95%CI: 1.34-20.23; p=0.017), being on anti HBV treatment (OR: 3.582; 95%CI: 1.04-12.33; p=0.043) and duration of follow up at TASH &lt;2 years (OR: 2.93; 95%CI: 1.14-7.55; p=0.025).
DOI: 10.17632/9kfrk75dmk
title: Data for: Marine redox state and nitrate bioavailability along the northern margin of the Superior craton in the late Paleoproterozoic

description: This document contains numerical data to build the figures in the main text.
DOI: 10.17632/f3cy8xs29y
title: Prevalence Of Mysophobia Among College Going Students

description: This study aims to establish a foundation for developing and implementing targeted psychotherapy strategies to address the most impacted aspects of health due to mysophobia. 520 college going students of different department. A self- administered questionnaire with an item content validity (I-CVI) of 0.8 and scale content validity (S-CVI) of 0.9 was circulated among college going students .The study revealed that among the total of 520 participants, 45.4% reported experiencing anxiety or fear related to germ-contaminated objects or situations. 31.9% expressed that mysophobia was impacting their job performance. 186 (38.5%) of the students observed themselves using too much hand wash or hand sanitizer whereas 134(25.4%) of the students were not sure that they used excessive hand sanitizer or doing too much hand washing while 202 (38.8%) were not used too much hand wash or hand sanitizer. According to another study overuse of alcohol-based hand sanitizers can result in drug resistance, adding to the already difficult workload for medical practitioners. Microorganisms can naturally evolve to become resistant to recurrent hand sanitizer usage when they are exposed to disinfectants, antibiotics, or other genotoxic substances. Extended contact with ethanol can result in skin cracking, dryness, and itching. Short-term skin contact can induce allergies and skin and eye irritation. According to a German study, ethanol consumption frequently may result in contact dermatitis or skin irritation. According to a 2018 study, using ethanol-based hand sanitizer regularly alters the concentration of uric acid and glyoxyuronic acid, and higher-than-normal production levels were noted.186 (38.5%) of the students observed themselves using too much hand wash or hand sanitizer whereas 134(25.4%) of the students were not sure that they used excessive hand sanitizer or doing too much hand washing while 202 (38.8%) were not used too much hand wash or hand sanitizer indicated that excessive hand washing was affecting their skin integrity and hindering their ability to attend to more patients. 44.6% of participants stated that limited cleanliness control in wards was impeding their activity participation in those areas and restricting their interaction with patients. Finally, 33.1% expressed a need for assistance or therapy to address work-related stress or anxiety, particularly stemming from mysophobia fears. mysophobia impairs general health and limits interaction 168 (32.3%) of the students ever come across a colleague who exhibited symptoms of mysophobia whereas 133(25.6%) of the students reported they were not sure that they found any colleague who exhibited symptoms of mysophobia while219 (42.1%) of the students not reported they found the colleague who exhibited symptoms of mysophobia. The reasons behind these percentages can be multifaceted and may depend on various factors such as individual experiences, perceptions, the nature of the environment .
DOI: 10.17632/gksdypkjtb
title: Data for: Radiolysis and radionuclide production in a water-filled target during fast 40Ca20+ irradiation

description: Data to accompany a manuscript about the results of a 40Ca irradiation of a flowing water target at the National Superconducting Cyclotron Laboratory.
DOI: 10.6084/m9.figshare.11424924.v2
title: Supplemental dataset for the paper "Estimating aircraft drag polar using open flight surveillance data and a stochastic total energy model"

description: This dataset contains the dataset for the paper "Estimating aircraft drag polar using open flight surveillance data and a stochastic total energy model". <br><br><b>Dataset structure:</b><br><i>flight_trajectories</i>: Contains flight trajectories generated from ADS-B and Mode S data. Trajectories are sorted by aircraft types and sorted in different subdirectories.<i><br></i><i>estimation_results</i><b>: </b>Contains the drag polar parameters estimated by the method proposed in the paper. The estimations are based on previous trajectories.<br><i><br></i><i>cfd_simulation_results</i>: Contains CFD simulation results of a B747-400 aircraft with different angles of attack and corresponding lift/drag coefficients.<br><b><br></b><b><br></b><b>CSV column definitions:</b><br><i>ts</i>: Unix time stamp<i>icao</i>: aircraft ICAO Mode-S transponder identifier<i>lat</i>: latitude (deg)<i>lon</i>: longitude (deg)<i>alt</i>: altitude (ft)<i>gs</i>: ground speed (kt)<i>trk</i>: track angle (deg)<i>roc</i>: rate of climb (ft/min)<i>tas</i>: true airspeed (kt)<i>ias</i>: indicated airspeed (kt)<i>mach</i>: Mach number<i>wx</i>: wind speed at x axis (u component of wind) (m/s)<i>wy</i>: wind speed at y axis (v component of wind) (m/s)<i>temp</i>: temperature (K)<i>cd</i>: drag coefficient<i>cl</i>: lift coefficient<i>cd0</i>: zero lift drag coefficient<i>k</i>: lift induced drag coefficient<i>e</i>: Oswald factor<i>m</i>: mass (kg)<br>
DOI: 10.6084/m9.figshare.1209691.v1
title: Review Template

description: review template
DOI: 10.17632/j74kr3hgzh
title: Planilha para análise do risco de viés de ensaios clínicos randomizados com uso da ferramenta RoB 2.0 da Colaboração Cochrane

description: Planilha criada a partir da tradução livre da ferramenta RoB-2 disponível em:	
	
Brasil. Ministério da Saúde. Secretaria de Ciência, Tecnologia, Inovação e Insumos Estratégicos em Saúde.	
Departamento de Gestão e Incorporação de Tecnologias e Inovação em Saúde.	
Diretrizes metodológicas : elaboração de pareceres técnico-científicos [recurso eletrônico] / Ministério da Saúde,	
Secretaria de Ciência, Tecnologia, Inovação e Insumos Estratégicos em Saúde, Departamento de Gestão e Incorporação de	
Tecnologias e Inovação em Saúde. – Brasília : Ministério da Saúde, 2021.	
122 p. : il.	

Instruções de uso disponíveis em comentários na própria planilha
DOI: 10.6084/m9.figshare.12765224.v1
title: Supplementary Material for: Prognostic Value of Ionized Calcium Levels in Neonatal Sepsis

description: <b><i>Background:</i></b> Despite recent advances in the treatment of neonatal infection, mortality rates and comorbidities associated with neonatal sepsis remain high. Hypocalcemia has been reported in critically ill patients, especially in as­sociation with sepsis. However, the importance of hypo­calcemia in neonatal sepsis has not been explored in detail. <b><i>Objectives:</i></b> The purpose of this study was to evaluate the prognostic value of hypocalcemia in neonatal sepsis patients and to identify the risk factors associated with sepsis-related mortality. <b><i>Methods:</i></b> This retrospective study examined perinatal data from patients in a level IV neonatal in­tensive care unit between January 2010 and June 2016. Univariate analysis was performed to understand the differences in clinical and laboratory characteristics between patients with and without neonatal sepsis. Neonates with sepsis were further stratified as having ionized hypocalcemia (if serum ionized calcium [iCa] &lt;1.0 mmol/L) or not. Uni- and multivariate logistic regression analyses were utilized to evaluate the predictive potential of iCa for identifying sepsis-related mortality. <b><i>Results:</i></b> A total of 472 neonates were enrolled in this study, including 169 neonates diagnosed with culture-proven sepsis and 303 neonates without infection (control group). The comparison of neonates with and without sepsis highlighted significant differences in levels of iCa (0.97 ± 0.26 vs. 1.12 ± 0.25 mmol/L), magnesium (0.75 ± 0.22 vs. 0.89 ± 0.12 mmol/L), and phosphate (2.26 ± 1.08 vs. 1.65 ± 0.85 mmol/L; all <i>p</i> &lt; 0.001). When neonates with sepsis were stratified into 2 subgroups based on serum iCa, neonates with hypocalcemia showed higher rates of organ dysfunction than those with normal iCa, as well as higher rates of cardiovascular system dysfunction (37.35 vs. 17.44%), renal dysfunction (34.94 vs. 30.95%), disseminated intravascular coagulation (26.51 vs. 11.63%), and seizure (16.04 vs. 5.8%; all <i>p</i> &lt; 0.05). Among all neonates who had sepsis, the mortality rate was 13.61%, and this rate was higher among neonates with hypocalcemia than among those with normal iCa (20.48 vs. 6.98%, <i>p</i> &lt; 0.05). Uni- and multivariate analyses showed that acidosis, hypoalbuminemia, hypocalcemia, and hyperphosphatemia were independent prognostic markers of sepsis-related mortality. In receiver-operating characteristic curve analysis, the areas under the curve were 0.70 (95% CI 0.624–0.768; <i>p</i> = 0.0004), 0.74 (95% CI 0.671–0.808; <i>p</i> &lt; 0.0001), 0.73 (95% CI 0.653–0.792; <i>p</i> = 0.0002), and 0.67 (95% CI 0.59–0.737; <i>p</i> = 0.0154) for serum albumin, iCa, phosphate, and acidosis, respectively. Based on these findings, we developed a nomogram to predict sepsis-related mortality. <b><i>Conclusions:</i></b> Hypocalcemia is common in neonates with sepsis and is significantly associated with organ dysfunction and sepsis-related mortality.
DOI: 10.6084/m9.figshare.22817525.v1
title: Data on " Carbon quality-availability tradeoffs govern the temperature sensitivity of global soil carbon mineralization<strong>"</strong>

description:  
Data on "  
Carbon quality-availability tradeoffs govern the temperature sensitivity of global soil carbon mineralization<strong>"</strong>
DOI: 10.6084/m9.figshare.28539518.v1
title: Organellar assemblies, annotation of A. thaliana

description: 143_A.th_chlo_gfa.zip: gfa format of chloroplast assemblies143_A.th_mito_gfa.zip: gfa format of mitochondrial assemblies143_A.th_mito_gff.zip: gff format of mitochondrial annotation40_A.th_mito_RNAseq.zip: fasta format of mitochondrial assemblies, gtf format of mitochondrial annotation and bam format of RNAseq alignment.
DOI: 10.6084/m9.figshare.4276340.v1
title: Supplementary Material for: Locoregional Therapies of Cholangiocarcinoma

description: Background: Cholangiocarcinoma (CC) is the second most primary liver malignancy with increasing incidence in Western countries. Currently, surgical R0 resection is regarded as the only potentially curative treatment. The results of systemic chemotherapy and best supportive care (BSC) in patients with metastatic disease are often disappointing in regard to toxicity, oncologic efficacy, and overall survival. In current practice, the use of different locoregional therapies is increasingly more accepted. Methods: A review of the literature on locoregional therapies for intrahepatic cholangiocarcinoma (ICC) was undertaken. Results: There are no prospective randomized controlled trials. For localized ICC, either primary or recurrent, radiofrequency ablation (RFA) is by far the most commonly used thermal ablation modality. Thereby, a systematic review and meta-analysis reports major complication in 3.8% as well as 1-, 3-, and 5-year overall survival rates of 82, 47, and 24%, respectively. In selected patients (e.g. with a tumor diameter of ≤3 cm), oncologic efficacy and survival after RFA are comparable with surgical resection. For diffuse ICC, different transarterial therapies, either chemotherapy-based (hepatic artery infusion (HAI), transarterial chemoembolization (TACE)) or radiotherapy-based (transarterial radioembolization (TARE)), show extremely promising results. With regard to controlled trials (transarterial therapy versus systemic chemotherapy, BSC or no treatment), tumor control is virtually always better for transarterial therapies and very often accompanied by a dramatic survival benefit and improvement of quality of life. Of note, the latter is the case not only for patients without extrahepatic metastatic disease but also for those with liver-dominant extrahepatic metastatic disease. There are other locoregional therapies such as microwave ablation, irreversible electroporation, and chemosaturation; however, the current data support their use only in controlled trials or as last-line therapy. Conclusion: Dedicated locoregional therapies are commonly used for primary and recurrent ICC as well as liver-only and liver-dominant extrahepatic metastatic disease. Currently, the best evidence and most promising results are available for RFA, HAI, TACE, and TARE. In cohort studies, the overall survival rates are similar to those obtained with surgery or systemic therapies. Prospective randomized controlled trials are warranted to compare safety and efficacy between different surgical, interventional, and systemic therapies, as well as their combinations.
DOI: 10.17632/v6jssh9n63
title: Vrancea intermediate-depth focal mechanism catalog

description: Parameters of the focal mechanism catalog for Vrancea (Romania) intermediate-depth earthquakes (2005-2020). Here we report the following: date (year/month/day), time (hh:mm:ss), lat (latitude north in degrees) and long (longitude east in degrees), depth (km), Mw (magnitude), Strike1, Dip1 and Rake1 (strike, dip, rake of the first fault plane in degrees), Strike2, Dip2 and Rake2 (strike, dip, rake of the second fault plane in degrees), P-a, P-p, T-a, T-p ( P and T axis, azimuth and plunge angle in degrees), SHmax, Shmin (azimuth), R’ (stress regime index), SR( Stress regime), Nr P (number of polarities), Err P (errors of polarities).
DOI: 10.6084/m9.figshare.20078678.v1
title: Dataset for Competing effects of proppant and surface roughness on the frictional stability of propped rock fractures

description: This is the dataset for the manuscript titled "Competing effects of proppant and surface roughness on the frictional stability of propped rock fractures"
DOI: 10.6084/m9.figshare.24953496.v1
title: Driver_isdrowsiness_4096.csv

description: The original driver drowsiness dataset contains 22,348 drowsy images and 19,445 non-drowsy images, where each image is 227x227x3 pixels, which means that the feature information is 154,587 (i.e., 227x227x3) dimensions. Here, we formed the driver_drowsiness(1) by extracting 4096-dimensional features from the original datasets using the VGG16 model. Namely, driver_drowsiness(1): 22,348 drowsy images and 19,445 non-drowsy images, 4096-dimensional features, and 2 classes.
DOI: 10.6084/m9.figshare.25000367.v3
title: Dynamic changes in histone lysine lactylation during meiosis prophase I in mouse spermatogenesis

description: These are raw ChIP-seq data for histone lactylation (H4K8la) in germ cells.
DOI: 10.6084/m9.figshare.5405053.v1
title: East Of England Ambulance Service NHS Trust

description: Response to our Freedom of Information Act request received from this NHS Trust.
DOI: 10.17632/bmhzshjt9m
title: Safety Risk Library dataset

description: The Safety Risk Library is a database that integrates construction safety knowledge from multiple sources. It maps safety risk scenarios characterised by six data points based on a formalised ontology to appropriate treatments that can mitigate the risks at different design stages, facilitating the implementation of prevention through design. The data points that characterise a risk scenario are: risk category, which describes the type of risk that can occur in the scenario; risk location; element type; risk factor; construction scope; and associated activity. The associated treatments can be applied at different design stages from preliminary design to site work, and can have different types of impact to the risk: eliminate, reduce, control, or inform others about the risk. This database was developed as part of the Construction Risk Library project, and the risk scenarios and treatments were obtained from analysing press releases describing construction accidents, construction health and safety guidance and regulations, through focus group discussions and workshops with industry experts and academics in the construction health and safety domain, and through piloting a novel cloud-based BIM tool that implements the database and its data structure in live construction projects across the United Kingdom. This database is structured in ten columns, the first four describing the suggested treatment, and the remaining six characterising the related risk scenario.
DOI: 10.17632/h348trx4vg
title: Physiological effects of the Deepwater Horizon oil spill on a long-distance migratory seabird, the Northern Gannet

description: This data is associated with the following research paper: Champoux et al 2020. An investigation of physiological effects of the Deepwater Horizon oil spill on a long-distance migratory seabird, the Northern Gannet. Marine Pollution Bulletin Volume 153, April 2020, 110953. https://doi.org/10.1016/j.marpolbul.2020.110953 https://authors.elsevier.com/a/1aaCz,ashxl6c