Predictors of sickness absence among employees with common mental disorders in Sweden– a longitudinal study by Anna Frantz, Anna Toropova, Iben Axén, Gunnar Bergström, Anna Finnes, Elisabeth Björk Brämberg

“…Data was analyzed using generalized estimating equations. Results The sample consisted of 197 employees. …”
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Rapid Verbal Persuasion to increase influenza vaccine uptake: protocol for a randomized hybrid type 2 effectiveness -implementation trial by Siyuan Liu, Lan Gao, Yingying Jin, Jiangyun Chen, Dadong Wu, Yiyuan Cai, Tao Wang, Sanhao Huang, Ciling Yan, Run Wang, Dong Roman Xu

“…Modified Poisson regression models and generalized linear mixed-effects models will be utilized to analyze the association between primary outcomes and interventions. …”
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AutoLDP: An accurate and efficient artificial intelligence-based tool for automatic labeling of digital pathology by Yingnan Zhao, Huifen Ye, Jing Yang, Su Yao, Maohua Lv, Zhihong Chen, Yunrui Ye, Qingru Hu, Cheng Lu, Zaiyi Liu, Ke Zhao, Zhihua Chen

“…In addition, the accuracy reached 96.98 ​% in validation set 2 with 13,667 cases, confirming the generalization ability of the model. Conclusion: In this study, we proposed a new model, AutoLDP, automates the extraction and recognition of key information from WSI, enabling standardized naming, and significantly improving labeling efficiency. …”
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Evidence linking phthalate exposure to alterations of hematologic parameters in Chinese children: A cross-sectional study by Mei-Ting Wei, Ying Wen, Zhu-Xia Zhang, Xiu-Ju Liu, Feng-Xiang Wei, Wei-Qiang Liu, Li Zhou, Ding-Yan Chen, Yao Yao

“…To evaluate the connections between mPAEs and hematologic indices, both individually and in combination, several analytical approaches were used, including the generalized linear model (GLM), the Bayesian kernel machine regression (BKMR) model, and the quantile g-computation (QGC) model. …”
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Sources of PM2.5 Oxidative Potential during Haze and Non-haze Seasons in Chiang Mai, Thailand by Pitakchon Ponsawansong, Tippawan Prapamontol, Kittipan Rerkasem, Somporn Chantara, Kraichat Tantrakarnapa, Sawaeng Kawichai, Guoxing Li, Cao Fang, Xiaochuan Pan, Yanlin Zhang

“…The 24-hr ambient PM2.5 samples were collected throughout 2018–2019 and the analyzed OP was compared during haze episodes, which generally occurs in the dry season, and non-haze rainy season in the Chiang Mai-Lamphun basin. …”
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The Association between Short-Term PM2.5 Exposure and Long COVID on the Respiratory System by Pornpun Sakunkoo, Chananya Jirapornkul, Naowarat Maneenin, Yuparat Limmongkon, Jetnapis Rayubkul, Kittipong Sornlorm, Rajitra Nawawonganun

“…This Cross-Sectional analytical study was conducted with 694 participants who had recovered from COVID-19 in the northeast of Thailand. A generalized linear mixed model was used to identify the associations. …”
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Detection of Masses in Mammogram Images Based on the Enhanced RetinaNet Network With INbreast Dataset by Wang M, Liu R, Luttrell IV J, Zhang C, Xie J

“…Additionally, we introduced transfer learning techniques into training process through leveraging pre-trained weights from other RetinaNet applications, and fine-tuned our improved model using the INbreast dataset.Results: The aforementioned innovations facilitate superior performance of the enhanced RetiaNet model on the public dataset INbreast, as evidenced by a mAP (mean average precision) of 1.0000 and TPR (true positive rate) of 1.00 at 0.00 FPPI (false positive per image) on the INbreast dataset.Conclusion: The experimental results demonstrate that our enhanced RetinaNet model defeats the existing models by having more generalization performance than other published studies, and it can also be applied to other types of patients to assist doctors in making a proper diagnosis. …”
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Perceptions in 3.6 Million Web-Based Posts of Online Communities on the Use of Cancer Immunotherapy: Data Mining Using BERTopic by Xingyue Wu, Chun Sing Lam, Ka Ho Hui, Herbert Ho-fung Loong, Keary Rui Zhou, Chun-Kit Ngan, Yin Ting Cheung

“…The sentiment score of around 0.3 across the 14 topics suggested generally positive sentiments toward immunotherapy within the online communities. …”
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Effect of nutrition education on hemoglobin level of pregnant women in Southeast Ethiopia: a cluster randomized controlled trial by Girma Beressa, Susan J. Whiting, Tefera Belachew

“…The Hgb level of pregnant women was measured by collecting a finger-prick blood sample using a HemoCue Hb 301. A generalized estimating equation (GEE) model was used to isolate the net effect of the intervention on Hgb, accounting for the clustering. …”
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Does the transition from face-to-face to face-to-screen improve oral health literacy? A non-inferiority randomized controlled trial by Negar Ebrahimi, Katayoun Sargeran, Reza Yazdani, Ahmad Reza Shamshiri

“…The researchers who analysed the data were blinded. Generalized estimating equation (GEE) analysis was used to compare the groups (P < 0.05). …”
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Coffee, including caffeinated and decaffeinated coffee, and the risk of hepatocellular carcinoma: a systematic review and dose–response meta-analysis by Paul Roderick, Peter Clive Hayes, Julie Parkes, Ryan Buchanan, Oliver John Kennedy, Jonathan Andrew Fallowfield

“…The inverse association was weaker for cohorts (RR 0.71, 95% CI 0.65 to 0.77), which were generally of higher quality than case–control studies (RR 0.53, 95% CI 0.41 to 0.69). …”
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Genesis of the term "savilaida": from collections of avant-garde poetry till Lithuanian neologism by Egidijus Jaseliūnas

“…A part of press publishers, multipliers, and distributors contributed to the partisan press or came in contact with it in 1944-1953; therefore, the entire press circumventing the Soviet censorship and published without the knowledge of the authorities was generally referred to as the "underground press". Second, the term "savilaida" is a word-for-word translation of the Russian term, a linguistic "loan-translation", thus deliberate avoidance of the usage of this neologism was preconditioned by the resistance against the Soviet system and its actively executed Russification. …”
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Implementasi QR Code Berbasis Android pada Sistem Presensi by Afif Priyambodo, Ledya Novamizanti, Koredianto Usman

“…Abstract Presence is the main thing in an activity because it becomes evidence of the implementation report. Generally, attendance is done manually, i.e. students sign on the circulated attendance list, or the teacher calls students one by one. …”
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Recovery of the Intestinal Microbiota Metabolic Activity in Patients with Bronchial Asthma by O. Yu. Zolnikova, N. D. Potskhverashvili, N. I. Kokina

“…All patients underwent a generally accepted range of clinical laboratory tests, functional respiratory tests and a hydrogen breath test with lactulose to detect SIBO. …”
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Sistem Deteksi Dini Penyakit Preeklampsia Melalui Perubahan Warna Urine Berdasarkan Protein dengan Menggunakan Metode Naïve Bayes Classifier by Fakhrul Allaam, Barlian Henryranu Prasetio, Rizal Maulana

“…Proses klasifikasi menggunakan metode Naive Bayes yang merupakan salah bidang ilmu pengetahuan pola.Metode ini digunakan karena memberikan kemudahan implementasi dan komputasi yang cepat agar prediksi real-time dapat dilakukan. Abstract Generally, preeclampsia is a complication disease that is often experienced by pregnant women. …”
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Identifikasi Dini Curah Hujan Berpotensi Banjir Menggunakan Algoritma Long Short-Term Memory (Lstm) Dan Isolation Forest by Ahmad Wijayanto, Aris Sugiharto, Rukun Santoso

“…With limited data and single input parameters, the proposed model faces challenges in long-term rainfall pattern forecasting and data generalization. This study processes BMKG rainfall data to generate forecasts using Long Short-Term Memory (LSTM) based on data series patterns and long-term relationships. …”
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Research progress on the structure of hydration films at solid–liquid interfaces by Na ZHANG, Jue KOU, Chunbao SUN

“…However, the boundary between the mineral surface’s hydration film and bulk water is not defined owing to the dynamic nature of hydration films, leading to variations in measured thickness across different instruments, generally in the range of several nanometers. The objective of this review is to deepen understanding of the hydration structure at the solid–liquid interface, promoting further research into the dynamic behavior of hydration films.…”
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Barriers and enablers to implementing clinical practice guidelines in primary care: an overview of systematic reviews by Tao Wang, Xian-Liang Liu, Jing-Yu (Benjamin) Tan, Isabella Zhao

“…The methodological quality of the included reviews was generally robust. Six categories of barriers and enablers were identified, which include (1) political, social and culture factors, (2) institutional environment and resources factors, (3) guideline itself related factors, (4) healthcare provider-related factors, (5) patient-related factors and (6) behavioural regulation-related factors. …”
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Analisis Kemiskinan Digital Indonesia di Era Revolusi Industri 4.0 by Permata Sakti

“…The results show that digital poverty in Indonesia is generally decreasing. The ease of internet access and better distribution of infrastructure could be the causes of this decline. …”
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Peningkatan Akurasi Klasifikasi Algoritma C 4.5 Menggunakan Teknik Bagging pada Diagnosis Penyakit Jantung by Erwin Prasetyo, Budi Prasetiyo

“…In the process of gathering information certain methods are needed, so information that has been processed into knowledge using a certain method is called data mining or other terms is data mining. Data mining is generally used to predict a disease originating from patient medical record data, especially heart disease. …”
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