PretoxTM: a text mining system for extracting treatment-related findings from preclinical toxicology reports by Javier Corvi, Nicolás Díaz-Roussel, José M. Fernández, Francesco Ronzano, Emilio Centeno, Pablo Accuosto, Celine Ibrahim, Shoji Asakura, Frank Bringezu, Mirjam Fröhlicher, Annika Kreuchwig, Yoko Nogami, Jeong Rih, Raul Rodriguez-Esteban, Nicolas Sajot, Joerg Wichard, Heng-Yi Michael Wu, Philip Drew, Thomas Steger-Hartmann, Alfonso Valencia, Laura I. Furlong, Salvador Capella-Gutierrez

“…This provides a valuable resource for toxicology research, enhancing the efficiency of safety evaluations, saving time, and leading to more effective decision-making in the drug development process.…”
Get full text

An Explainable Artificial Intelligence Text Classifier for Suicidality Prediction in Youth Crisis Text Line Users: Development and Validation Study by Julia Thomas, Antonia Lucht, Jacob Segler, Richard Wundrack, Marcel Miché, Roselind Lieb, Lars Kuchinke, Gunther Meinlschmidt

“…Such models may potentially support clinical decision-making in suicide prevention services. Future research should explore multimodal input features and temporal aspects of suicide risk.…”
Get full text

Implementasi Algoritma Naïve Bayes untuk Mendeteksi Resiko Tinggi Diabetes Melitus Pada Ibu Hamil (Studi Kasus : Puskesmas Kabupaten Malang) by Fatmawati Fatmawati, Satrio Agung Wicaksono, Satrio Hadi Wijoyo

“…In addition, recommendations from the system can support a midwife's decision making in taking action to pregnant women. The highest accuracy value is found in the 4th test of 82,4324% and the lowest accuracy value in the 2nd test is 75%. …”
Get full text

Genetic counselling in the era of next generation sequencing by Diego Espada-Musitu, África Manero-Azua, Yerai Vado, Guiomar Perez de Nanclares

“…Given the impact of genetic results in clinical decision-making, specialized knowledge is required of the techniques and methods used in genetic studies, their advantages and limitations, and their potential psychosocial, legal and ethical impact on patients, relatives and health care professionals. …”
Get full text

Engagement féminin en Kabylie et intersection des revendications (1980-2001). Dominations, expériences et négociations identitaires by Margherita Rasulo

“…In this context, the exclusion of women from decision-making spaces, of which the tajmaεt (village assembly) is the main social institution, as well as the existence of female activism in the region, reflect the tension between the perpetuation and the modernisation of the symbolic apparatus, of social structures and, consequently, of gender relations. …”
Get full text

Preference for HIV testing among community residents in Yunnan Province, China: results from a discrete choice experiment by Jingwen Yang, Chenquan Qiu, Renhai Tang, Wenbin Dong, Enlong Yao, Huyunzhao Wang, Shuwen Lin, Minyang Xiao, Zuyang Zhang, Jin Niu, Liru Fu, Lijun Song, Xuehua Li, Yuhua Shi, Xiaowen Wang

“…Worrying that others know the test results is a significant factor influencing testing decision-making and the uptake of testing services. Adjusting the model of community-based HIV testing services according to the preferences of the target population could make it more efficient and effective for the general public, allowing for early detection of HIV infection.…”
Get full text

Comparative cardiometabolic safety and effectiveness of aripiprazole in people with severe mental illness: A target trial emulation. by Alvin Richards-Belle, Alvin Richards-Belle, Naomi Launders, Sarah Hardoon, Al Richards, Kenneth K C Man, Neil M Davies, Elvira Bramon, Joseph F Hayes, David P J Osborn

“…Our findings inform a common clinical dilemma and contribute to the evidence base for real-world clinical decision-making on antipsychotic choice for patients diagnosed with severe mental illness.…”
Get full text

Prediction accuracy of discrete choice experiments in health-related research: a systematic review and meta-analysisResearch in context by Ying Zhang, Thi Quynh Anh Ho, Fern Terris-Prestholt, Matthew Quaife, Esther de Bekker-Grob, Peter Vickerman, Jason J. Ong

“…It is essential to understand the extent to which DCEs provide reliable predictions outside of experimental settings in real-world decision-making situations. We aimed to compare the prediction accuracy of stated preferences with real-world choices, as modelled from DCE data. …”
Get full text

Presenting the model of customer participation with brands in social media with emphasis on cultural differences by Hamed Saghafian, Samad Aali, morteza mahmoodzadeh

“…Culture, as a basis for determining values, is one of the most important factors affecting management. The nature of decision-making is also rooted in culture. Ignoring this role will result in lack of internal coherence and external compliance. …”
Get full text

Identification and analysis of drivers affecting the maturity of knowledge management in Tehran Municipal Sports Organization by ismail khandan, Ali Mohammad Safania, Mohsen Baghrian Farahabadi, Seyyed Salahuddin i Naqshband

“…To analyze the data, three stages of open, central, and selective coding were used, which resulted in a total of 58 open codes, categorized in five categories of causal conditions (organizational culture, technological infrastructure, long-term investment, road map), contextual conditions (the support of top managers, the life cycle of the organization, expert manpower, and the dispersion of the organization's centers), intervening conditions (the role of governance, material and intellectual property rights, and competitors), strategies (empowerment of human resources, knowledge-orientation of organization, implementation of knowledge management strategy, reward system redesign, and structure redesign), and consequences (decision-making improvement, developing and creating new knowledge, increasing creativity and innovation, and identity building). …”
Get full text

The Mediating Role of Cash Flow Statement Indicators in the Relationship between Stock Mispricing and Corporate Cash Holding by Ali Majid Akaleh, Hamzeh Didar, Gholamreza Mansourfar

“…These findings contribute to the understanding of how companies navigate the complex dynamics of stock valuation and cash management in their strategic decision-making.…”
Get full text

Providing a model of the quality of working life with a strategic approach of human resources in the administrative system by Vahid Mohammadi, Musa Rezvani Chaman Zamin, Badri Abbasi, Morteza Hazraty, Mehran Nasirzad

“…The results of the t test in this evaluation showed that the most effective component on the pattern of quality of working life with a strategic approach to human resources in the administrative system of Bank Mellat is the component "Working relationships between colleagues" with a statistical value (t = 31.045), and the least effective component is also the component "decision support systems in managers' decision-making" with a statistical value (t = 13.102). …”
Get full text

Providing a development model for the effectiveness of persuasive advertising in social networks by Hamzeh Hessani Khabr, Payam Paslari, Mehdi Bagheri, Saeed Muradpour

“…These effects include changes in consumer behavior, intensification of competition, formation of values ​​and beliefs, influence on decision making, change in social behavior, influence on brand trust, change in brand attitude, and influence on social networks. …”
Get full text

Designing a model for re-employment of employees during retirement (Study case: Ministry of Education) by Fatemeh Fatemeh Bina Baji, Hamid Rezaei Far, Mohammad Mohammadi, Monireh Salehnia

“…The research method is a qualitative type of theorizing data-based, and the participants are decision-making and policy-making managers in the field of re-employment of retirees as well as some teachers who have taken re-employment during retirement. …”
Get full text

Non-formal encounters between Israeli families and African immigrant families foster lifelong learning competence by Michal Ganz Meishar

“…The immigrant parents participated in decision-making, the stages of organization and the activities themselves during the encounters. …”
Get full text

Machine-learning versus traditional methods for prediction of all-cause mortality after transcatheter aortic valve implantation: a systematic review and meta-analysis by Clara K Chow, Aravinda Thiagalingam, Rohan Jayasinghe, Sarah Zaman, Stephen Bacchi, Justin Chan, Aashray Gupta, Shaun Evans, Pramesh Kovoor, Brandon Stretton, Jayme Bennetts, Ammar Zaka, Naim Mridha, Joshua Kovoor, Gopal Sivagangabalan, Cecil Mustafiz, Daud Mutahar, Shreyans Sinhal, James Gorcilov, Benjamin Muston, Fabio Ramponi, Dale J Murdoch

“…Background Accurate mortality prediction following transcatheter aortic valve implantation (TAVI) is essential for mitigating risk, shared decision-making and periprocedural planning. Surgical risk models have demonstrated modest discriminative value for patients undergoing TAVI and are typically poorly calibrated, with incremental improvements seen in TAVI-specific models. …”
Get full text

Environmental surveillance of SARS-CoV-2 for outbreak detection in hospital: A single centre prospective study by Hania Siddiqui, Alexandra M.A. Hicks, Aaron Hinz, Prachi Ray, Jennie Johnstone, Derek R. MacFadden, Jason A. Moggridge, Michael Fralick

“…Larger studies over an extended timeframe are needed to better understand whether environmental surveillance can aid IPAC decision-making.…”
Get full text

Stakeholder engagement for inclusive climate impact attribution studies by Albert Nkwasa, Inga Menke, Lisa Murken, Liliana Zaharia, Gabriela Ioana-Toroimac, Laura Müller, Melania Michetti, Muhammad Asaduzzaman, Gabriela-Adina Morosanu-Mitoșeriu, Maria Theresa Nakkazi, Vytautas Akstinas, Afnan Agramont Akiyama, Konstantin Gregor, Nermin Basaran, Amit Kumar, Vera Shiko, Hamdi Tekin, Elena Vaculovschi, Püren Veziroğlu Biçer, Christopher P O Reyer, Ann van Griensven

“…Such involvement can enhance the societal impact of attribution studies and support informed decision-making in the face of climate change.…”
Get full text

Understanding Community Health Care Through Problem-Based Learning With Real-Patient Videos: Single-Arm Pre-Post Mixed Methods Study by Kiyoshi Shikino, Kazuyo Yamauchi, Nobuyuki Araki, Ikuo Shimizu, Hajime Kasai, Tomoko Tsukamoto, Hiroshi Tajima, Yu Li, Misaki Onodera, Shoichi Ito

“…Educational interventions targeting students’ career decision-making can potentially address this problem by promoting interest in rural medicine. …”
Get full text

A novel way to use cross-validation to measure connectivity by machine learning allows epilepsy surgery outcome prediction by Karla Ivankovic, Alessandro Principe, Justo Montoya-Gálvez, Linus Manubens-Gil, Riccardo Zucca, Pablo Villoslada, Mara Dierssen, Rodrigo Rocamora

“…The tool provided by this study may aid surgical decision-making.…”
Get full text