Media content analysis of general practitioners’ reactions to care.data expressed in the media: what lessons can be learned for future NHS data-sharing initiatives? by Srinivasa Vittal Katikireddi, Andy Boyd, Elizabeth Ford, Yalda Kazempour, Maxwell J F Cooper

“…Public views of care.data have previously been analysed; this study aimed to understand contemporary general practitioners’ (GPs) views of the scheme, which may have been influential in its downfall.Design Systematic search of media articles, followed by media content analysis.Setting UK-based mainstream and GP-facing media in 2013 and 2014.Participants Articles were eligible if they focused on care.data, and GPs were quoted, authored the article, or if articles were written for a majority GP audience.Interventions N/A.Primary and secondary outcome measures Themes which explained GPs' reactions to care.data and which could explain support for or opposition to the scheme.Results 162 media articles met inclusion criteria and were drawn from newspapers, news websites and GP-facing websites. …”
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Sowing the seeds of sustainability: A sociological exploration of environmental sustainability within SME sector by Mohi ud Din, Aqeel Ahmad, Sarminah Samad, Sanghyeop Lee, Heesup Han

“…This approach allows organizations to nurture leaders who actively support and advocate for sustainability, positively influencing employees’ pro-environmental behavior. …”
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Maritime Pilots’ Risky Operational Behavior Analysis Based on Structural Equation Model by Tingliu Xu, Yingjie Xiao, Zhuohong Jiang

“…In addition, with empirical evidence for pilotage safety intervention in China, this measurement can also provide scheduling and management decision support for Chinese maritime pilot stations.…”
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A spatial interpolation method based on 3D-CNN for soil petroleum hydrocarbon pollution. by Sheng Miao, Guoqing Ni, Guangze Kong, Xiuhe Yuan, Chao Liu, Xiang Shen, Weijun Gao

“…This approach provides a sustainable tool for soil pollution management, supports decision-makers in developing effective remediation strategies, and promotes the sustainable development of spatial interpolation techniques in environmental science.…”
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Private, non-profit, and plantation: Oil palm smallholders in management-assistance programs vary in socio-demographics, attitudes, and management practices. by Valentine J Reiss-Woolever, Wakhid Wakhid, Muhammad Ikhsan, Jean-Pierre Caliman, Muhammad Naim, Elfina N Azmi, Sharyn Shufiyan, John Howes, Reza Azmi, Ying Ying Lim, Siti Zulaikah Abdul Jan, Isaac Barrock, Badrul Azhar, Julia Drewer, Caroline Ward, Joshua A Jones, Sarah H Luke, Edgar C Turner, Purnama Hidayat, Damayanti Buchori

“…Awareness of the effects of palm oil production on ecosystems and human communities has increased drastically in recent years, with ever louder calls for the private and public sector to develop programs to support sustainable cultivation by smallholder farmers. …”
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A Novel Model Using ML Techniques for Clinical Trial Design and Expedited Patient Onboarding Process by Iyer A, Narayanaswami S

“…Five ML models—XGBoost, Random Forest, Support Vector Classifier (SVC), Logistic Regression, and Decision Tree—were applied to both datasets, alongside Artificial Neural Networks (ANN) for the second dataset. …”
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Formation of forest mensuration indicators of Pseudotsuga menziesii (Mirb.) Franco in artificial plantations of the western region of Ukraine by Iurii Debryniuk, Stepan Myklush, Yuriy Myklush

“…This limitation arises from the restricted sample size (limited number of objects for studies) and economic interventions impacting the growth dynamics of the plantations. …”
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Ovarian Reserve: A Critical Indicator of Female Reproductive Health by Julia Ufnal, Anna Wolff, Maria Morawska, Dominika Lewandowska, Dominika Rosińska-Lewandoska, Marcelina Szewczyk, Klaudia Kożuchowska, Dawid Pilarz, Kinga Jarosz, Szymon Gruszka

“…Appropriate supplementation with folate and vitamin D may support ovarian reserve. Conclusions: Assessing ovarian reserve is crucial for predicting pregnancy outcomes, optimizing ART protocols, and guiding reproductive decisions. …”
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A multidisciplinary team-based model of palliative treatment and nursing for a patient with end-stage cancer (多学科协作模式下1例肿瘤终末期患者的姑息治疗和护理)... by CUI Lishuan (崔立爽), LI Linlin (李琳琳), SONG Dun (宋钝), ZHANG Jinhua (张金华)

“…Based on the nursing risk assessment, comprehensive interventions including wound management, nutrition support and psychological support were carried out to improve the quality of palliative care. …”
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Estimation of soil erosion and risk assessment in Somalia by Abdiaziz Hassan Nur, Abdullahi Ali Ibrahim, Abas Abdi Warsame, Abdikarim Hurre Farah

“…Cutting-edge modeling techniques, supported by historical erosion trends, help to develop accurate predictions about future soil loss, offering a robust basis for creating effective intervention strategies. …”
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Time series analysis of leptospirosis incidence for forecasting in the Baltic countries using the ARIMA model by Mykola Butkevych, Dmytro Chumachenko

“…From a practical perspective, this model offers a valuable tool for public health authorities by supporting targeted interventions, more efficient resource allocation, and timely response planning for leptospirosis and similar zoonotic diseases. …”
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Comparison of risk-of-bias assessment approaches for selection of studies reporting prevalence for economic analyses by Jane E Harding, Richard Edlin, Matthew J Glasgow

“…This convergent validity supports use of both tools for the purpose of assessing risk of bias and selecting studies that report prevalence for inclusion in economic analyses.…”
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Role and knowledge of nurses in the management of non-communicable diseases in Africa: A scoping review. by Jean Toniolo, Edgard Brice Ngoungou, Pierre-Marie Preux, Pascale Beloni

“…Further research is warranted to establish the effectiveness of nurse-led interventions on population health outcomes.…”
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Navigating uncertainty in environmental DNA detection of a nuisance marine macroalga. by Patrick K Nichols, Kaʻuaʻoa M S Fraiola, Alison R Sherwood, Brian B Hauk, Keolohilani H Lopes, Colt A Davis, James T Fumo, Chelsie W W Counsell, Taylor M Williams, Heather L Spalding, Peter B Marko

“…This reliable, cost-effective tool enhances the detection of low-abundance species, and supports timely management interventions.…”
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Editorial: The Artificial Intelligence in Translational Medicine and Biomedical Research, How Future Can be Shaped?!! by Karzan Abdulmuhsin Mohammad

“…The narrow AI (WatsonX) that was introduced by the IBM company can play a major role in assisting clinical decisions and image analysis. The challenge that faced the globe after the COVID-19 outbreak with multiple false negativity and false positivity outcomes in the diagnose necessitated the support of the AI in this field. …”
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Validity and reliability of the executive function scale in Cuban university student by Diego D. Díaz-Guerra, Marena De La C. Hernández-Lugo, Carlos Ramos-Galarza, Yunier Broche-Pérez

“…This measure provides a comprehensive understanding of the cognitive abilities and functioning of Cuban university students, allowing for the identification of specific areas of executive functioning that may benefit from additional support or intervention.…”
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Enhancing stroke disease classification through machine learning models via a novel voting system by feature selection techniques. by Mahade Hasan, Farhana Yasmin, Md Mehedi Hassan, Xue Yu, Soniya Yeasmin, Herat Joshi, Sheikh Mohammed Shariful Islam

“…In response to this need, we applied nine machine learning algorithms XGBoost, logistic regression, decision tree, random forest, k-nearest neighbors (KNN), support vector machine (SVM), gaussian naïve bayes (NB gaussian), adaptive boosting, and linear regression to predict heart disease based on a range of physiological indicators. …”
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Advanced Machine Learning to Predict Coronary Artery Disease Severity in Patients with Premature Myocardial Infarction by Yu-Hang Wang, Chang-Ping Li, Jing-Xian Wang, Zhuang Cui, Yu Zhou, An-Ran Jing, Miao-Miao Liang, Yin Liu, Jing Gao

“…This system can swiftly identify PMI patients who also have severe coronary artery lesions before the coronary intervention, thus offering valuable guidance for clinical decision-making.…”
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Research on Risky Driving Behavior of Young Truck Drivers: Improved Theory of Planned Behavior Based on Risk Perception Factor by Zijun Liang, Xuejuan Zhan, Ran Deng, Xin Fu

“…Fit indices CMIN/DF, RMSEA, and AGFI were optimized by 16%, 18%, and 1.5%, respectively, and there was a 5% increase in explanatory power for behavior variance, validating the rationality and effectiveness of the improved TPB model. This provides decision support for the development of intervention measures for risky driving behavior among young truck drivers in the future.…”
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Scoping review of qualitative studies on family planning in Uganda. by Julie M Buser, Pebalo F Pebolo, Ella August, Gurpreet K Rana, Rachel Gray, Faelan E Jacobson-Davies, Edward Kumakech, Tamrat Endale, Anna Grace Auma, Yolanda R Smith

“…Interpersonal dynamics, including partner communication and social support networks, played pivotal roles. Community-level factors, such as cultural norms and accessibility of services, significantly influenced family planning practices. …”
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