15 papers · ranked by Valyu relevance
Tom Pollard, Thomas Sounack, Catherine A. Gao, Leo Anthony Celi + 5 more
Introduction The Transparent Reporting of a multivariable prediction model of Individual Prognosis Or Diagnosis (TRIPOD) statement was published to improve the reporting and critical appraisal of prediction model studies for diagnosis and prognosis. This paper describes the processes and methods that will be used to…
Helen Lumbard, Lauren Cadwallader, Devin Soper
PLOS Medicine has always championed open science and data transparency. Now, recognizing that code is as essential a research artifact as the data it analyzes, we are strengthening our code sharing policy to further ensure reproducibility and trust in the scientific record.
Saul Martin-Rodriguez, Rodrigo Fernandez-Gonzalo, David Moher
Title: Summary points 1. Systematic reviews and meta-analyses underpin clinical guidelines and health policy, yet their validity may be compromised by limited access to underlying datasets and associated analytical code. 2. Reliance on incomplete or inconsistently reported summary statistics forces researchers to use…
Authors not listed
The Data Availability statement was erroneously given as “The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.” The correct Data Availability statement is “The source code implementing the proposed deep learning framework is publicly available at…
Adam B. Pollack, Lisa Auermuller, Casey D. Burleyson, Jentry Campbell + 20 more
People around the world seek climate risk information to guide their decisions. For instance, projections about future flood risk inform where households choose to live, how lenders manage credit risks, and which communities receive federal funding. Yet data limitations and fundamental validation challenges raise…
Authors not listed
The following information is missing from the Data Availability statement: Analytic methods and code are available from [https://github.com/satihest/surgical_complications](). The publisher apologizes for the error.
Weiwei Yin, Zhengyuan Shen, Zhenbo Cheng, Chun Feng + 1 more
The Data availability statement was erroneously given as “The datasets analyzed for this study can be found in the UC Irvin Machine Learning Repository. And the experimental code and data analysis can be obtained from here: [https://github.com/connorshen/PLE-344TabM-CTG-Research.git]().” The correct Data availability…
Stijn Bex, Lorna Guinness, Christophe Gaudet-Blavignac, Jeremy H. Martin + 9 more
Background Code status determination typically relies on the expected benefits and harms of treatment intensification and patient values and preferences. Resource availability may also influence code status decisions. During the COVID-19 pandemic, the demand for critical care often exceeded the available resources.…
Lukas Hörmann, Hemanadhan Myneni, Rwayda Kh. S. Al-Hamd, Katarina Batalović + 16 more
Open and reproducible research in materials science relies on the availability of data, code, and established metadata standards. Journal research data policies (RDPs) are a primary mechanism by which these community norms are enforced. We survey RDPs for 171 materials science journals spanning 17 publishers, using an…
Kenneth Färnqvist, Patrik Karlsson, Vera Wachtmeister, Patrick Vallance + 1 more
1## Background In recent years, the importance of open science and transparency practices has gained recognition within the research community . Key practices include the sharing of data and analytic code and the preregistration of study protocols. Guidelines and recommendations have been established to encourage…
Jackson Munyaka Kalola, Atei Kerochi, Alice Theuri
Demographic characteristics of the participants: participants were drawn from 22 study units, including ward in-charges, procurement, and supply chain staff. Most were female, aged between 36 and 45 years, with a mean age of 43. Educational qualifications ranged from a diploma to degree level, and the average work…
Alba J. Collart, Matthew G. Interis, Elizabeth Canales, Ajita Giri + 1 more
There is continued interest in the modernization of food traceability systems because of increased consumer consciousness of food production, processing, and transportation and the desire of the food industry to identify and contain sources of foodborne illness outbreaks and improve their reputations to consumers.…
Helen Curtis, Peter Inglesby, Ben Goldacre, Rose Higgins + 4 more
We discovered that the official list of clinical codes for pregnancy during the COVID-19 pandemic identified some unlikely pregnancies (for example, in older men), principally due to a code describing a specific fetal position (“knee presentation”), which notably lacks “fetal” in the code description. This is an…
Andualem Yalew Aschalew, Jenberu Mekurianew Kelkay, Getachew Teshale, Kaleb Assegid Demissie + 7 more
The 2021-2022 ESPA survey used four main instruments: a facility inventory questionnaire, a health provider interview questionnaire, observation protocols and an exit interview. For this study, we have used the data from ‘facility inventory questionnaire’ and ‘health provider questionnaire’. The instruments were…
Willie K. Harrison, Truman Welling, Andrew Swain, Morteza Shoushtari + 1 more
Physical-layer security can aid in establishing secure telecommunication networks including cellular, Internet of Things, and telemetry networks, among others. Channel sounding techniques and/or telemetry systems for reporting channel conditions, coupled with superior wiretap code design are necessary to implement such…