Risk factors for progression to type 2 diabetes in prediabetes: a systematic review and meta-analysis by Shengying Hu, Wenting Ji, Yizhu Zhang, Wendi Zhu, Hongyu Sun, Yumei Sun

“…The meta-analysis identifies the Fatty Liver Index as a significant risk factor [OR = 6.14, 95% CI (5.22, 7.22)] for the progression from prediabetes to type 2 diabetes, highlighting its predictive value. Methods PubMed, Web of Science, Embase, The Cochrane Library, CNKI, WANFANG, and VIP databases were searched to collect cohort studies on risk factors for progressing to type 2 diabetes in prediabetes from inception to February 15, 2024. …”
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Prognostic value of complex assessment of Ki-67, tumor necrosis factor α, CD20 and CD31 expression in non-small cell lung cancer by O. V. Kovaleva, M. A. Rashidova, P. A. Podlesnaya, D. V. Samoilova, V. V. Mochalnikova, A. N. Gratchev

“…The study showed that a complex rather than an individual assessment of the predictive value of several markers simultaneously more effectively reflects their predictive ability.…”
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Prevalence of epsilon toxin-producing Clostridium perfringens isolates among patients with multiple sclerosis and neuromyelitis optica spectrum disorder in Iran by Masoumeh Azimirad, Sara Hamtaeigashti, Hamideh Raeisi, Mehdi Azizmohammad Looha, Fatemeh Gholami, Abdorreza Naser Moghadasi, Mohammad Reza Zali, Abbas Yadegar

“…The level of serum IgG and IgM against ETX was examined using competitive ELISA. The predictive value of sex, age, ETX IgG and IgM levels, and C. perfringens was assessed using multivariable prediction models, with all models trained on the full set of variables. …”
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UJI AKTIVITAS ANTIOKSIDAN PADA MODIFIKASI SENYAWA KHRISIN DENGAN GUGUS ALKOKSI MENGGUNAKAN METODE RECIFE MODEL 1 (RM1) by FK Nisa, Kasmui Kasmui, Harjito Harjito

“…Modifications of khrisin compounds that have antioxidant activity prediction is higher than that is: the compound 5,7-dihydroxy-3-methoxy and 5,7-dihydroxy flavone-8-methoxy flavonoids, with antioxidant activity predictive value of each -2.6735 and -2.6121.</em></p>…”
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Predictive Significance of Admission-Day Blood Routine-Derived Indices for 30-Day Mortality Risk in Elderly Patients with Bacterial Pneumonia by Huang X, Huang L, Zhao S, Yuan L, Wang X, Tang G, Yuan K, Xiao M

“…The Receiver Operating Characteristic (ROC) curve was used to evaluate the predictive value of each index for 30-day mortality in elderly patients with bacterial pneumonia. …”
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Bioinformatics and systems biology to identify underlying common pathogenesis of diabetic kidney disease and stenosis of arteriovenous fistula by Mengru Fu, Fei Liu, Chengfa Ren, Qian Wu, Jun Xiao, Ying Wang, Yan Zeng, YuJuan Yang, Yan Yan

“…Immuno-infiltration analysis was performed by CIBERSORT. The predictive value of HPGD to distinguish DKD comorbid AVF stenosis was determined by ROC curves. …”
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The associations of suicidal ideation with psychopathology and inflammatory cytokines in patients with chronic schizophrenia by Lewei Liu, Lili Zhao, Zihe Xiao, Liling Sun, Haojie Fan, Mingru Hao, Xin Zhao, Jiawei Wang, Yinghan Tian, Xianhu Yao, Wenzheng Li, Lei Xia, Huanzhong Liu

“…Receiver operating characteristic (ROC) curve analyses were then used to assess the predictive value of each identified independent factor for SI. …”
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Interpretable machine learning analysis of immunoinflammatory biomarkers for predicting CHD among NAFLD patients by Wenyuan Dong, Hongcheng Jiang, Yu Li, Luo Lv, Yuxin Gong, Bao Li, Hongjie Wang, Hesong Zeng

“…This study evaluated the predictive value of ten immunoinflammatory indexes for CHD risk in NAFLD patients using an interpretable machine learning framework. …”
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The significance of plasma fibroblast growth factor 23 in predicting acute renal injury in rats by 胡蓉, 董佩, 雷莉, 杨玲, 胡大军

“…Conclusions（1） Plasma FGF23 has early predictive value for AKI in rats,and can be used as an early marker for AKI.（2） Plasma FGF23 has time advantage over urine KIM-1. …”
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Comparing the Accuracy of Different Wearable Activity Monitors in Patients With Lung Cancer and Providing Initial Recommendations: Protocol for a Pilot Validation Study by Roberto M Benzo, Rujul Singh, Carolyn J Presley, Macy K Tetrick, Zachary L Chaplow, Chloe M Hery, Jane Yu, Peter Washington, Frank J Penedo, Electra D Paskett, Vipul Lugade, Emma Fortune

“…Sensitivity, specificity, positive predictive value, and agreement will also be determined. …”
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Evaluation of hypotension prediction index software in patients undergoing orthotopic liver transplantation: retrospective observational study by Jacek B. Cywinski, Yufei Li, Lusine Israelyan, Roshni Sreedharan, Silvia Perez-Protto, Kamal Maheshwari

“…We estimated sensitivity, positive predictive value, and time from alert to hypotensive events for HPI software. …”
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Distinct trajectory patterns of neutrophil-to-albumin ratio predict clinical outcomes after endovascular therapy in large vessel occlusion stroke by Weiwei Gao, Junxuan Sun, Lingfeng Yu, Jingjing She, Yanan Zhao, Lijuan Cai, Xingyu Chen, Xingyu Chen, Renjing Zhu, Renjing Zhu, Renjing Zhu

“…Latent class trajectory modeling (LCTM) was applied to identify NAR evolution patterns, and propensity score matching (PSM) was performed to balance baseline characteristics between different trajectory groups, followed by conditional logistic regression to assess their association with clinical outcomes.ResultsAt 90-day follow-up, 197 patients (65.9%) had poor outcomes. The predictive value of NAR increased over time, with day 3 NAR showing the best predictive performance (poor outcome: AUC = 0.79; sICH: AUC = 0.70; MCE: AUC = 0.75; IHM: AUC = 0.81). …”
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Correlation in estimating the degree of liver fibrosis using elastography and biochemical predictors of fibrosis, APRI and FIB-4 in a Mexican population from the National Medical C... by Gerardo González-Macedo, Christian Jaramillo-Buendía, Jose Francisco Aguayo-Villaseñor, Manuel Osiris Hernández-Ceballos, Álvaro Ismael Calleros-Camarena

“…Transient elastography is a validated study for the measurement of liver fibrosis with good predictive value, but it is not available in most public institutions. …”
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ANTAGONISTIC ACTIVITY OF ORAL BIOCENOSIS REPRESENTATIVES by A.V. Zaitsev, O.N. Boychenko, N.V. Kotelevskaya, A.K. Nikolishin

“…These data on antagonistic activity may have predictive value. …”
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Ectopic adipose tissue: association of obesity phenotypes with integral metabolic indices of obesity by V. I. Podzolkov, A. E. Bragina, Yu. N. Rodionova, K. K. Osadchiy, M. K. Vasilchenko, Zh. M. Sizova, E. V. Mospanova, N. S. Litvinenko, I. D. Muradova, D. V. Akvitskaya

“…To study the relationship and predictive value of integral metabolic indices of obesity in the identification of ectopic obesity.Material and methods. …”
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Impact of relative estradiol changes during ovarian stimulation on blastocyst formation and live birth in assisted reproductive technology by Wenjie Huang, Liuyan Wei, Juan Tang, Liuying Nong, Ni Tang, Qiuyue Wen, Zuxing Qin, Lixiang Xu, Jingjing Li, Li Fan

“…Abstract This study aimed to evaluate the predictive value of relative change in E2 levels during controlled ovarian stimulation (COS) on embryo development and pregnancy outcomes in assisted reproductive technology (ART). …”
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Smoking is a significant contributor to intraoperative blood loss in metastatic spinal tumor surgery: a propensity score analysis by Xuedong Shi, Yunpeng Cui, Bailin Wang, Yuanxing Pan, Bing Wang, Yong Qin, Mingxing Lei

“…Multivariate analysis was used to analyze the relationship between smoking and intraoperative blood loss. To assess the predictive value of smoking status for intraoperative massive blood loss, we conducted an analysis using the Area Under the Receiver Operating Characteristic Curve (AUROC), and the corresponding Area Under the Curve (AUC) values were subsequently calculated. …”
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Identifying Asthma-Related Symptoms From Electronic Health Records Using a Hybrid Natural Language Processing Approach Within a Large Integrated Health Care System: Retrospective S... by Fagen Xie, Robert S Zeiger, Mary Marycania Saparudin, Sahar Al-Salman, Eric Puttock, William Crawford, Michael Schatz, Stanley Xu, William M Vollmer, Wansu Chen

“…Validation against 1600 manually annotated clinical notes yielded a positive predictive value ranging from 96.53% (wheezing) to 97.42% (chest tightness) at the sentence level and 96.76% (wheezing) to 97.42% (chest tightness) at the note level. …”
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Analysis of factors influencing clinical pregnancy rates in frozen-thawed embryo transfer cycles by Junqiang Wang, Zexing Yang, Ying Chen, Ying Chen, Fengchen Gao, Wenxiu Zhao, Shuxuan Cao, Yixi Li, Limei He, Limei He

“…The random forest model identified seven variables with the highest predictive value: female age, number of high-quality blastocysts, anti-Müllerian hormone (AMH) level, embryo stage at transfer, endometrial thickness on the day of transfer, number of high-quality cleavage-stage embryos, and pre-transfer endometrial thickness. …”
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Prognostic value of PET/CT characteristics and combined IPI in follicular lymphoma and diffuse large B-cell lymphoma by LI Zhuohan, HUANG Xinyun, GUO Rui, YI Hongmei, XU Pengpeng, WU Zhifang, LI Biao

“…Cox regression analysis was used to identify independent prognostic factors for progression-free survival (PFS) in FL/DLBCL patients, which were incorporated into a nomogram. The predictive value of the model was evalua-ted using the concordance index (C-index) and receiver operating characteristic (ROC) curves. …”
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