Predicting plant uptake of potential contaminants of emerging concerns using machine learning models (2018–2025): A global review by Alexis Munyengabe, Maria Fezile Banda, Wilma Augustyn

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Assessment of Fertility-Related Quality of Life and its Associated Factors among Females of Reproductive Age at a Secondary Care Public Hospital, Hub Chowki, District Lasbela, Balo... by Yasmeen Gul, Nazia Jameel, Syed Muhammad Zulfiqar Hyder Naqvi, Amara Altaf Memon

“…Furthermore, multiple linear regression analysis showed that both age (p=0.030) and family background (p=0.041) of the participants were significant predictors of their total FertiQol scores. …”
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Prevalence and factors associated with low 5th minute APGAR score among mothers who birth through emergency cesarean section: prospective cross-sectional study in Ethiopia by Temesgen tantu, Tayech tantu, Yohanna Hailu, Dereje Gashaw, Biruk Melkamu

“…Results Total of 270 mothers were included and the prevalence of low fifth minute APGAR score 27.4%. multivariate logistic regression analysis showed that the predictors of low 5th minute APGAR score are fetal heart beat before intervention( bradycardia ( AOR = 9.1; 95% CI: 3.8,21.9),tachycardia ( AOR = 3.7; 95% CI: 1.5,9.8)), meconium stained Amniotic fluid (AOR = 3.0; 95% CI: 1.5,6.2), labor duration greater than 24 h ( AOR = 11.2; 95% CI: 3.9, 31.9), low birth weight( AOR = 4.3; 95% CI: 1.7,10.3). …”
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Newborn care service utilization and associated factors among women who gave birth in Kore district, West Arsi zone, Ethiopia, 2022: a mixed method study by Ararso Hordofa Guye, Bekele Niguse Lata, Tomas Benti Tefera, Tadesse Nigussie, Beka Teressa Meka

“…Quantitative data were entered into Epi Info version 7.2 and exported to SPSS version 25 for statistical analysis. Multiple logistic regression analysis was employed to identify factors associated with community-based newborn care service utilization, with results reported as adjusted odds ratios (AOR) with 95% confidence intervals (CI). …”
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Establishing a clinical prediction model for diabetic foot ulcers in type 2 diabetic patients with lower extremity arteriosclerotic occlusion using machine learning by Yubo Wang, Chunyu Jiang, Yi qi Xing, Linxuan Zou, Mingzhi Song, Xueling Qu, Zhuqiang Jia, Lin Zhao, Xin Han, Junwei Zong, Shouyu Wang

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Prevalence and factors associated with adverse drug reactions among patients on highly active antiretroviral therapy at a tertiary hospital in south western Uganda: A cross-section... by Nangosya Moses, Sarad Pawar Naik Bukke, Narayana Goruntla, Daniel Chans Mwandah, Bontu Aschale Abebe, Fredrick Atwiine, Muyindike Rhoda Winnie, Tadele Mekuriya Yadesa

“…The prevalence of ADRs and potential DDI was analyzed using descriptive statistics while logistic regression analysis was used to establish the association of variables.…”
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Investigation of the current status and related factors of awareness rate of knowledge on the prevention and treatment of sexually transmitted diseases among 2 787 junior college a... by LI Chaoqiang, MEI Jie, PENG Yun, CHEN Faying

“…Before the training, they voluntarily participated in an anonymous electronic questionnaire, collecting sociodemographic data, syphilis knowledge, and sexual behavior-related information. Chi-square analysis and Logistic regression models were used to analyze influencing factors. …”
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Trends and determinants of antenatal, intranatal, and postnatal care utilization among Indonesian women (2012–2017): associated factors in midwifery service utilization between mid... by Qorinah Estiningtyas Sakilah Adnani, Rufidah Maulina, Kadar Ramadhan, Niken Bayu Argaheni, Holly Powell Kennedy, Michelle Telfer

“…Only respondents who completed the Women’s Questionnaire were included in the analysis. A multiple logistic regression model was used to analyze factors associated with midwives’ engagement in maternal healthcare service provision. …”
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Prevalence of Goiter and Associated Factors among Women of Reproductive Age Group in Demba Gofa Woreda, Gamo Gofa Zone, Southwest Ethiopia: A Community-Based Cross-Sectional Study by Befikaduwa Zekarias, Frehiwot Mesfin, Bezatu Mengiste, Adane Tesfaye, Lemma Getacher

“…Variables with a P value ≤0.25 in bivariate logistic regression analysis were entered into multivariate logistic regression analysis, and finally, variables with a P value <0.05 in multivariate logistic regression were considered significantly associated with the dependent variable. …”
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Magnitude of Thrombocytopenia and Associated Factors among Pregnant Women Attending the Antenatal Care Service Unit of Wachemo University Nigist Ellen Mohammed Comprehensive Specia... by Dembelo Tirago, Tilahun Yemane, Edosa Tadasa

“…Descriptive statistical analysis and bivariate and multivariate logistic regression analyses were performed. …”
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A machine learning model for predicting postoperative complication risk in young and middle-aged patients with femoral neck fractures by Yixin Huang, Yixin Huang, Dongze Lin, Bin Chen, Xiaole Jiang, Shanglin Shangguan, Fengfei Lin

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Factors associated with recovery from stunting at 24 months of age among infants and young children enrolled in the Pediatric Development Clinic (PDC): A retrospective cohort study... by Mathieu Nemerimana, Silas Havugarurema, Alphonse Nshimyiryo, Angelique Charlie Karambizi, Catherine M Kirk, Kathryn Beck, Chantal Gégout, Todd Anderson, Olivier Bigirumwami, Jules Maurice Ubarijoro, Patient K Ngamije, Ann C Miller

“…Stunting recovery at 24 months of age was defined as the child's LAZ changing from <-2 to > -2. We used logistic regression analysis to investigate factors associated with stunting recovery. …”
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Prevalence and factors associated with the multiple morbidity of postpartum depression, diabetes mellitus and hypertension among mothers in Mbarara district, south western Uganda:... by Catherine Atuhaire, Kabanda Taseera, Daniel Atwine, Samuel Maling, Francis Bajunirwe, Godfrey Zari Rukundo

“…The primary outcome was multiple morbidity defined as co-occurrence of PPD, hypertension and DM. Logistic regression was used to determine the factors associated with multiple morbidity. …”
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Imaging characteristics of cerebral small vessel disease in high⁃altitude plateau by WANG Jun⁃shan, ZHAO Wei⁃wei, ZHUO Ma, CHEN Yu⁃xiu, ZHAO Yu⁃hua, YUAN Jing

“…Logistic regression analysis revealed that older age (OR = 1.056, 95%CI: 1.026-1.088; P = 0.000) and hypertension (OR = 2.482, 95%CI: 1.071-5.753; P = 0.034) were risk factors for high CSVD burden. …”
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Prevalence of low-level viremia in people living with HIV/AIDS and its impact on virological failure in Guizhou Province, China by Yan Zheng, Xinling Zha, Hai Long, Wenji Zeng, Junhua Wang, Yongming Yao, Lu Huang, Xiaotian Song, Maosi Wang, Yang Chen, Yang Chen

“…Non-conditional binary logistic regression analysis was used to identify factors influencing LLV.ResultsIn total, 28,613 cases of infection were analyzed, with 33.72% (9,649/28,613) exhibiting LLV. …”
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Biochemical and genetic studies on type 2 diabetes mellitus subjects of Ekiti State, Nigeria by David O. Adebo, Mathew F. Olaniyan, Gabriel O. Daramola, Christian O. Ugege, Odekunle B. Odegbemi

“…Genotyping was performed using PCR–RFLP, and biochemical parameters, including cystatin C, CK-MB, liver enzymes, total protein, IL-10, fasting blood glucose, creatinine, and urea, were analyzed. Statistical analysis included chi-square tests and logistic regression to determine associations. …”
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Predictive value of androgen receptor in distant metastasis of triple-negative breast cancer: a retrospective multi-center study by Yiwei Zeng, Renbin Liu, Limin Rong

“…Differences in clinical characteristics, preoperative ultrasound findings, treatment regimens, immunohistochemical features, and lymph node status were compared between patients with and without distant metastases. Logistic regression was used to identify factors associated with metastasis. …”
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Physical Inactivity and Cardiovascular Health in Aging Populations: Epidemiological Evidence and Policy Implications from Riyadh, Saudi Arabia by Abdulaziz M. Alodhialah, Ashwaq A. Almutairi, Mohammed Almutairi

“…Cardiovascular health indicators and risk factors were analyzed using descriptive statistics, chi-square tests, and multivariate logistic regression. …”
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A novel nomogram for predicting prolonged disorders of consciousness in severe supratentorial hypertensive intracerebral hemorrhage patients by Shen Wang, Ruhai Wang, Xianwang Li, Hongtao Sun, Haicheng Hu

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Prevalence and associated factors of metabolic syndrome among patients with severe mental illness attending Amanuel Mental Specialized Hospital in Addis Ababa, Ethiopia: hospital-b... by Helena Getenet, Yeweyenhareg Feleke, Ruth Tsigebrhan, Tadesse Lejisa, Genet Ashebir

“…Univariable and multivariable logistic regression analysis was conducted to examine the association of the outcome with clinical and socio-demographic variables. …”
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