Socioeconomic and demographic factors associated with anaemia among women of reproductive age in Zimbabwe: a supervised machine learning approach by Garikayi Chemhaka, Elliot Mbunge, Tafadzwa Dzinamarira, Godfrey Musuka, John Batani, Benhildah Muchemwa, Stephen Fashoto, Munyaradzi Mapingure, Rutendo Birri Makota, Ester Petrus

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Prognostic Value of the Triglyceride-Glucose Index Combined with Non-HDL-C/HDL-C Ratio for Predicting Coronary Microvascular Dysfunction in ACS Patients Post-PCI by Hang S, Tang N, Li K, Zhang Q, Hao J, Zhang Y, Qi C

“…Baseline characteristics and biochemical markers were analyzed. TyG index and NHHR were calculated, and univariate and multivariate analyses were performed to identify predictors of CMD. …”
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Needs of health education for community residents – A survey across difference types of community in Hangzhou of China by Minzhe Yi, Qingtao Gao, Xianxiao Yang, Weiwei Chen

“…In the quantitative phase, 299 residents completed a questionnaire assessing health education needs on a 5-point Likert scale. Descriptive statistics, non-parametric tests, and multivariate logistic regression models were employed to assess health education needs and analyze differences across community types. …”
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The likelihood of having serum level of PSA of ≥4.0 ng/mL and ≥10.0 ng/mL in non-obese and obese Nigerian men with LUTS by Patrick Temi Adegun, Philip Babatunde Adebayo, Samuel Adeniran Atiba

“…Univariate analysis showed no difference (p > 0.05) in the proportion of obese and non-obese men with LUTS who had a PSA threshold of at least 4.0 ng/mL. Multivariate logistic regression showed that, at a PSA threshold of 10.0 ng/mL, obese men had a statistically significant proportion (p < 0.05). …”
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Correlates and effects of information, motivation and behavioral skills on primary sexual abstinence among female university students in Ethiopia: a cross-sectional study by Banti Negero Feyisa, Gurmessa Tura Debelew, Zewdie Birhanu Koricha

“…Data were collected using a self-administered questionnaire and analyzed using SPSS version 23. Descriptive statistics were used to summarize the percentage distribution of participants by their sociodemographic characteristics and levels of HIV risk reduction/dual protection information, motivation, behavioral skills, and risky and safer sexual behaviors. …”
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Optimal aspiration pressure of suction pump for oocyte retrieval in infertile patients undergoing in vitro fertilization. by Sung Woo Kim, Hye Yun Kim, Ji Yeon Han, Hoon Kim, Seung-Yup Ku

“…<h4>Methods and findings</h4>This retrospective study analyzed data from 891 women at Seoul National University Hospital between May 2018 and August 2023. …”
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Relationship between Preoperative Pulmonary Function Test Parameters and Postoperative Pulmonary Complications in Laparoscopic Obesity Surgery by Merve Ayık Türk

“…Age, gender, surgery duration, and abnormal pulmonary function patterns were found to be significant factors in the development of complications (p=0.026, 0.047, 0.004, and 0.024, respectively). In multivariate analysis, surgery duration was identified as statistically significant in relation to complications (p=0.009). …”
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Analysis of risk factors of central venous catheter-related bloodstream infection by TANG Chunyan, LUO Dan, CHEN Qian, LI Wei

“…The proportion of diabetes mellitus, ICU site, internal jugular vein or femoral vein were significantly higher than that in the non-CRBSI group, and the differences were statistically significant (P…”
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Postpartum depression burden and associated factors in mothers of infants at an urban primary health center in Delhi, India by Saurav Basu, Nidhi Budh, Suneela Garg, Mongjam Meghachandra Singh, Akashdeep Sharma

“…The Hindi version of the Edinburgh Postnatal Depression Scale was used to screen for the depression in the participants. Data were analyzed with IBM SPSS software version 25. P <0.05 was considered statistically significant. …”
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Analysis of factors shaping synonymous codon usage in pseudorabies virus by YIN Hua-ping, GUO Wan-zhu, XU Zhi-wen, YANG Li

“…Secondly, correspondence analysis, a commonly used multivariate statistical approach, was carried out to analyze the factors shaping synonymous codon usage bias of pseudorabies virus genome. …”
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The Role of Organizational Factors in Enabling, and of Autonomy in Potentializing Intrapreneurial Behavior: Mechanisms and Preconditions by Alex de Souza Santana, Cristina Dai Prá Martens, Flávio Santino Bizarrias, Mauro Luiz Martens

“…Methods: data were collected through a survey of various companies, and the analysis utilized multivariate statistical methods for analyzing multiple relationships between variables, the PROCESS© macro for mediated moderation, and a complementary approach to find essential factors for an outcome, identifying the critical levels of each construct for promoting intrapreneurial actions. …”
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Factors influencing the resilience of rural agricultural and retail Micro, Small and Medium Enterprises in Midlands Province of Zimbabwe by Felix Tete, Laurine Chikoko, Conrad Murendo

“…Principal component analysis was used to compute the resilience index and multivariate linear regression was used for statistical data analysis. …”
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Comparing the effectiveness of acceptance and commitment therapy(ACT) and paradoxical time table therapy (PTC) on the psychological well-being of nurses by Leila Taghilo, Leila Sadat Azizi Ziabari, Afsaneh Khajevand Khoshli, Masomeh Damghani Mirmahaleh

“…The short form of Ryff psychological well-being questionnaire was used. To analyze the data, multivariate covariance analysis and Tukey's post-hoc tests were used. …”
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Metabolomics of Mice with Type 2 Diabetes and Nonalcoholic Fatty Liver Treated by Acupuncture by Yihui Guo, Liying Zhang, Mengyuan Li, Linan Lin, Fuyu Xue, Wanning Gao, Xiaoru Xu, Haipeng Huang

“…Proton nuclear magnetic resonance (1H-NMR) metabolomics combined with multivariate statistical analysis and univariate analysis were used to analyze the changes of endogenous metabolites in the liver of mice in each group and to provide new clinical ideas for acupuncture in the treatment of glycolipid metabolism disorders caused by T2DM and NAFLD. …”
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Effectiveness Of Clinical Parameters And Laboratory Values In Predicting The Clinical Course of Sarcoidosis by Deniz Çelik, Sertan Bulut

“…While PFTs values and DLCO were significantly lower at advanced stages but the same statistical significance was not identified between these values and the clinical course of the disease. …”
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Faktor predisposisi dan dukungan suami dalam praktik pemberian makanan pendamping ASI (MP-ASI) pada bayi usia 6-12 bulan by Eka Nur Lailiyah, Farida Wahyu Ningtyias, Leersia Yusi Ratnawati

“…Objective: This research aims to analyze the predisposing factors and the husband's support for feeding weaning food to infants aged 6-12 months. …”
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Analysis of spatial distribution characteristics and influencing factors of depression among elderly people in China by TANG Yuxuan, HAN Zhengfeng

“…Objective Using spatial epidemiological methods to explore the spatial distribution characteristics and influencing factors of depression among elderly people in China at the provincial and municipal scales.Methods Based on the data from the fifth round of China Health and Retirement Longitudinal Study in 2020, ArcGIS Pro was used to analyze the spatial distribution characteristics of depression incidence in the elderly. …”
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The effects of fresh embryo transfer and frozen-thawed embryo transfer on the perinatal outcomes of single fetuses from mothers with PCOS. by Huizhen Li, Lihua Xu, Yanru Niu, Xia Zhu, Xiaomei Gao, Tianzhong Ma

“…According to their conditions, patients were further classified into the ET-PCOS group (group A, n = 104), ET-non-PCOS group (group B, n = 212), FET-PCOS group (group C, n = 102), or FET-non-PCOS group (group D, n = 148); the general data, laboratory indicators and pregnancy outcomes of the patients were statistically analyzed, and the perinatal outcomes and related factors between the groups were compared and analyzed.…”
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Monetary stance and favorableness of the monetary policy in the media: the case of Vietnam by Thang Ngoc Doan, Dong Phu Do, Dat Van Luong

“…In particular, the study’s findings confirm that the SBV's multivariate monetary stance affects the media's favorableness, whereas the effect of inflation is statistically insignificant.…”
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Unraveling volatile metabolites in pigmented onion (Allium cepa L.) bulbs through HS-SPME/GC–MS-based metabolomics and machine learning by Kaiqi Cheng, Kaiqi Cheng, Jingzhe Xiao, Jingyuan He, Rongguang Yang, Jinjin Pei, Jinjin Pei, Wengang Jin, Wengang Jin, A. M. Abd El-Aty, A. M. Abd El-Aty

“…Volatile metabolites were identified using headspace solid-phase microextraction combined with gas chromatography-mass spectrometry (HS-SPME/GC-MS). Multivariate statistical analyses, feature selection techniques (SelectKBest, LASSO), and machine learning models were applied to further analyze and classify the metabolite profiles.ResultsSignificant differences in phytochemical composition and antioxidant activities were observed among the three onion types. …”
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