Evolution of management strategies for unstable pelvic ring injuries over the past 40 years: a systematic review by Kenichi Sawauchi, Luca Esposito, Yannik Kalbas, Zygimantas Alasauskas, Valentin Neuhaus, Hans-Christoph Pape, Felix Karl-Ludwig Klingebiel, Roman Pfeifer

“…Physiological assessment remains essential in the initial management of hemodynamically unstable pelvic ring fractures, guiding resuscitation and influencing the selection of intervention and imaging. …”
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Development of a prediction model for acute respiratory distress syndrome in ICU patients with acute pancreatitis based on machine learning algorithms by REN Xia*，LIU Luojie，ZHA Junjie，YE Ye，XU Xiaodan，YE Hongwei，ZHANG Yan

“…Feature selection was performed using least absolute shrinkage and selection operator（LASSO）regression. …”
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Comparing the Effect of Beractant (Beraksurf™) with That of Poractant Alfa (Curosurf®) on the Need for Intermittent Positive Pressure Ventilation in Neonatal Respiratory Distress S... by Yosra Khazani, Sirous Fathi Manesh, Elnaz Shaseb, Parvin Sarbakhsh

“…The results of the expert-based adjusted model, adjusting for the gestational age, birth weight, and initial FiO2, were consistent with those derived from the R2-based selection, supporting the robustness of our findings (OR = .685, 95% CI: (.449, 1.529), P-value = .078). …”
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A Real‐World Study: Therapeutic Outcomes of ROS1‐Positive Advanced NSCLC by Hanqi Yuan, Zihua Zou, Xuezhi Hao, Yan Li, Junling Li, Jianming Ying, Puyuan Xing

“…Results The method of ROS1 testing and initial treatment selection were significantly correlated with time. …”
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Construction of an evaluation indicator system for the emergency management capability of major infectious diseases in urban communities by Xiuying Guan, Wentao Li, Nan Cui, Jiacen Yu, Libin An

“…Methods A research team was established to oversee the selection of the theoretical framework and principles for constructing indicators. …”
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MODERN POSSIBILITIES OF IMPORT SUBSTITUTION IN THE TREATMENT OF PAIN SYNDROME IN CANCER P ATIENTS by G. R. Abuzarova, G. S. Alekseeva, R. R. Sarmanaeva, L. V. Dushakova

“…The results of the study were assessed on stages: 1 — initial, before treatment, 2 — first day of therapy, 3 — completion of the selection of doses of analgesic (3–4 days), 4 — a week after the start of treatment, 5–2 weeks after the start of treatment, 6 — at the end of the 3rd week of treatment.Results. …”
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Modeling of Energy Saving and Comfort of Building Layout in Extreme Weather Urban Residential Area under the Background of Spatial Structure and Form Evolution: Taking Yichun as an... by Ming Lu, Guofei Sun, Endong Wang, Zichong He

“…On this basis, the optimization strategies of open space in residential areas in extreme weather areas are put forward, including the reasonable layout of activity areas, careful selection of open positions, attention to the proportion of open space, attention to plane enclosure and corner units, encouragement of secondary restrictions of activity space, reasonable selection of underlying surface materials, and reasonable layout of water bodies. …”
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Genetic sources for barley (<i>Hordeum vulgare</i>) breeding in the Volga-Vyatka region by O. N. Shupletsova, I. N. Shchennikova

“…General principles regulating selection of initial genotypes for barley tissue culture were formulated. …”
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Therapy by Quranic Recitation for Pain Management in Hospitals: A Scoping Review by Sunarti Maming, Rosyidah Arafat, Saldy Yusuf

“…Three individuals carried out the selection process, and the extracted data were then mapped, categorized, and summarized.  …”
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Current Evidence and Advances in CAD-CAM Resin Composite Blocks for Chairside Dental Restorations: Where Are We Now? A Scoping Review by Sami Abu Alhuda, Guilherme Anziliero Arossi, Fotini Anagnostopoulos-King, Qoot Alkhubaizi, Lamia S. Mokeem, Mary Anne Sampaio de Melo

“…This review followed Arksey and O’Malley’s five-stage framework and utilized Medline (OVID), EMBASE, and Scopus (Elsevier) databases. Study Selection: Study selection resulted in 27 studies for data extraction out of 209 studies screened from an initial pool of 529 studies. …”
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Sodium-glucose cotransporter 2 inhibitors in chronic kidney disease: A review of current evidence and clinical implications by Abdulrahman Saad Alfaiz

“…However, potential adverse effects, including an initial decline in estimated glomerular filtration rate (eGFR), an increased risk of euglycemic diabetic ketoacidosis, and urinary tract infections, necessitate careful patient selection and monitoring. …”
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Developing a model for predicting suicide risk among prostate cancer survivors by Jie Yang, Hai-ming Liu, Xiang Qu, Fan Jiang, Jie-wei Hao, Pei-rong Rong, Peng Ning, An-jie Zheng

“…ObjectiveGiven the significantly higher suicide risk among cancer survivors compared to the general population, and considering that prostate cancer survivors make up the largest group of cancer survivors, it is imperative to develop a model for predicting suicide risk among prostate cancer survivors.MethodsClinical data of prostate cancer patients were extracted from the surveillance, epidemiology, and end results (SEER) database and randomly divided into a training cohort and a validation cohort in a 7:3 ratio. Initial variable selection was performed using univariate Cox regression, Best Subset Regression (BSR), and Least Absolute Shrinkage and Selection Operator (LASSO). …”
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Methods for Designing Technologies of Organic Crop Production by A. M. Zakharov, A. A. Ustroev, E. A. Murzaev, A. D. Komoedov

“…This algorithm then proceeds to the selection of the most efficient technological operations and machine-tractor units. …”
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Hierarchical Reinforcement Learning with Automatic Curriculum Generation for Unmanned Combat Aerial Vehicle Tactical Decision-Making in Autonomous Air Combat by Yang Li, Wenhan Dong, Pin Zhang, Hengang Zhai, Guangqi Li

“…The incorporation of maximum-entropy objectives within the MEOL framework facilitates the optimization of both autonomous low-level tactical discovery and high-level option selection. At the low level, three tactical policies (angle, snapshot, and energy tactics) are designed with reward functions informed by expert knowledge, while the high-level policy dynamically terminates current tactics and selects new ones through sparse reward learning, thus overcoming the limitations of fixed-duration tactical execution. …”
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The compliance of the training program for hospital accreditation surveyors in Iran with the international requirements: a mixed-methods study by Tahmineh Poursaki, Lida Shams, Ali Maher, Farid Gharibi

“…However, amendments are necessary in surveyor selection, training, and the current policies of the Accreditation Office at the Ministry of Health.…”
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Development of key performance indicators for a telemedicine setting in Egypt using an electronic modified Delphi approach by Sara Ebraheem, Ayat Farouk Manzour, Ahmed Elbokl, Tamer Emara, Moustafa El Houssinie, Mahi Mahmoud Al-Tehewy

“…Results The multi-voting process established three selection criteria for indicators: clarity, feasibility, and importance. …”
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Logistic regression model for predicting failure of dual antihypertensive therapy: a prospective comparative non-randomized clinical trial by T. O. Okorokova, O. N. Kryuchkova

“…Background. Initial dual antihypertensive therapy is currently considered as the first management step for the majority of patients with arterial hypertension. …”
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ROCK FRACTURES NEAR FAULTS: SPECIFIC FEATURES OF STRUCTURAL‐PARAGENETIC ANALYSIS by Yu. P. Burzunova

“…We give some recommendations concerning collection, selection and initial processing of the data on fractures and faults. …”
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On the modification of bit-flipping decoder of LDPC-codes by S. S. Gurskiy, N. S. Mogilevskaya

“…The dependence of the decoding quality on the selection of the output parameters of the bit-flipping decoder was investigated through simulation modeling. …”
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Shock and Awe: The Tactical Trade-Offs of Impella^® Versus Intra-Aortic Balloon Pump in Takotsubo Cardiomyopathy by Ajay Saraf, Amit Goyal

“…Importantly, no trial has shown that MCS confers a proven long-term mortality benefit beyond initial hemodynamic rescue.…”
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