Guía: Neurorrehabilitación en pacientes en estados alterados de la consciencia. Recomendaciones de la Sociedad Española de Neurorrehabilitación by E. Noé, M.D. Navarro, B. Moliner, M. O’Valle, J. Olaya, A. Maza, R. Llorens, J. Ferri, R. Rodríguez, T. Pérez, M. Bernabéu, C. Colomer, A. Gómez, C. González, A. Juárez-Belaúnde, C. López, S. Laxe, R. Pelayo, M. Ríos, I. Quemada, E. Noé Sebastián, M. Dolores Navarro Perez, B. Moliner Muñoz, M. O’Valle Rodriguez, J. Olaya Sanchez, R. Llorens Rodriguez, A. Maza Pino, J. Ferri Campos, R. Rodríguez Duarte, T. Pérez Nieves, M. Bernabeu, C. Colomer Font, A. Gomez Blanco, C. González Alted, A. Juárez Belaúnde, C. López Pascua, S. Laxe García, R. Pelayo Vergara, M. Ríos Lago, I. Quemada

“…Method: A total of seven articles, corresponding to five clinical practice guidelines published between 2015 and 2022, were selected by the group of authors from a pool of 48 bibliographic references extracted from various databases in accordance with predefined search criteria. …”
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The role of nutrient availability and resorption efficiency and their impact on nutrient conservation in mangroves by M.E.B. Gerona-Daga, R.A. MacKenzie, L.G. Sumabat-Dacones, C.F.P. Naputo, S.G. Salmo III

“…Recolonized stands exhibited high phosphorus resorption resulting in low phosphorus concentration of senescent leaves and consequently, low phosphorus input of senescent leaves to soil phosphorus pool. CONCLUSION: This study demonstrated variations in soil nitrogen and phosphorus, leaf nitrogen and phosphorus, leaf nitrogen and phosphorus ratio, and nutrient resorption efficiencies of nitrogen and phosphorus across stand types and ages. …”
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Development and validation of the pain management competency scale for nurses and a nationwide survey of Chinese nurses by Yixue Wu, Xiang Pan, Lihui Gu, Yingge Tong, Siyi Chen, Ke Ni, Hangyan Du, Meng Yang, Jianyi Wang, Yi Chen, Yeling Wei, Lingling Luo, Wenqian Cheng

“…This study aimed to develop and validate a Pain Management Competency Scale for Nurses (PMCSN) and to assess the pain management competencies of nurses in China through a nationwide survey. Methods An item pool and a draft scale were developed through literature reviews, semi-structured interviews, and expert panel discussions. …”
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Lightweight Tea Shoot Picking Point Recognition Model Based on Improved DeepLabV3+ by HU Chengxi, TAN Lixin, WANG Wenyin, SONG Min

“…[Methods]The primary technical innovation resided in the amalgamation of a lightweight network architecture, MobilenetV2, with an attention mechanism known as efficient channel attention network (ECANet), alongside optimization modules including atrous spatial pyramid pooling (ASPP). Initially, MobilenetV2 was employed as the feature extractor, substituting traditional convolution operations with depth wise separable convolutions. …”
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Modeling Factors Influencing Project Financing Risk by Gholamreza Sharafi, Kiamars Fathi Hafashjani, Faegh Ahmadi

“…The study's statistical population comprises a diverse range of professionals, including experts, senior experts, supervisors, and managers from mining companies within the country under study. From this pool, a sample of 220 individuals was randomly selected to ensure robustness and representativeness in the analysis. …”
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Long-Term Safety of Ixekizumab Treatment in Patients with Psoriasis, Psoriatic Arthritis, or Axial Spondyloarthritis: a Post Hoc Analysis of Cerebro-Cardiovascular Events by Mark Lebwohl, Atul Deodhar, Sergio Schwartzman, Carlo Salvarani, Meghan Feely McDonald, Natalia Bello, Elsie L. Grace, Elsa Inman, Andris Kronbergs, Marcus Ngantcha, Proton Rahman, Kim A. Papp, Joseph F. Merola, Alice B. Gottlieb, Andrew Blauvelt

“…Rates of CV events were analyzed for pooled studies by indication and analyzed from treatment initiation up to the end of the study program. …”
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Safety and tolerability of the M2 muscarinic acetylcholine receptor modulator BAY 2413555 in heart failure with reduced ejection fraction in the REMOTE-HF study by Marat Fudim, Muhammad Shahzeb Khan, Dominik Linz, JoAnn Lindenfeld, Calum MacRae, Nina Kimmeskamp-Kirschbaum, Michaela Meyer, Thomas Mondritzki, Hanna Tinel, Wilfried Dinh, Robert J. Mentz

“…There was a larger change in the mean HRR at 60 s in the pooled BAY 2413555 treatment arms in Part A (1.25 mg) compared to the placebo (+ 7.3 vs. −6.7 bpm), indicating enhanced cardiac parasympathetic activity. …”
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Fine-grained point cloud classification based on hierarchical feature enhancement. Journal of Zhejiang University (Science Edition),2025,52(1):70⁃80(基于层次特征增强的细粒度点云分类)... by 白静(BAI Jing), 刘路(LIU Lu), 郑虎(ZHENG Hu), 蒋金哲(JIANG Jinzhe)

“…The Veronese mapping-based point feature enhancement module (V-PE) is used to enhance the point cloud data, so that the network learns higher-order information of the normal and the attitude; the multi-scale context-aware intra-cluster feature enhancement module (CA-IntraCE) utilizes different scales of K-nearest neighbor algorithms and cross-attention to achieve different scales of features and eliminate the loss of information caused by maximal pooling; the inter-cluster feature enhancement module (GSS-InterCE) based on grouped sparse sampling utilizes the furthest-point-sampling (FPS) algorithm to obtain sparse points and the cross-attention to achieve the enhancement of different clusters, so that the network has stronger fine-grained discriminative ability.In the experimental results on the three sub-datasets Airplane, Car, and Chair of FG3D, the overall accuracies of HFE-Net reach 97.40%, 80.53%, and 83.83%, respectively, which have ex-ceeded those of the existing SOTA methods, DC-Net and FGPNet, showcasing the superior classification performance of HFE-Net.…”
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Desarrollo de la nueva guía canadiense de diseño y gestión de infraestructura vial 2011: un resumen del estado de la práctica canadiense Development of the new 2011 canadian paveme... by Susan L Tighe, Norman W. McLeod, Marta Juhasz

“…<br>The development of the new 2011 Transportation Association of Canada (TAC) Pavement Asset Design and Management Guide (PADMG) began in September 2009. The project is a pooled fund study being sponsored by over twenty Canadian public agencies including all ten provincial Canadian Departments of Transportation, several major Canadian cities, several industry associations and the federal government. …”
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Life course socioeconomic position and care dependency in later life: a longitudinal multicohort study from 17 countriesResearch in context by Ting Pan, Chenshuang Li, Ying Zhou

“…Methods: In this longitudinal multicohort study, we pooled data collected between 2000 and 2019 from six prospective cohort studies across 17 countries from the Program on Global Ageing, Health, and Policy. …”
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Key Performance Indicators in Freestyle Swimming: Comparing Start, Turn, and Swimming Velocity in Top-Elite Female Junior and Adult Swimmers by Chantal Widmer, Julia Hernandez, Michael Romann, Wolfgang Taube, Dennis-Peter Born

“… Introduction Due to the increasing importance of start and turn performance in swim races throughout the recent years, the aim of the study was to compare the effect of start performance, turn performance, and swimming velocity on the race result between top-elite female junior and adult swimmers across all distances of freestyle pool races (50 m to 1500 m) and to provide a software tool to predict race outcomes based on the various key performance indicators. …”
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Olutasidenib in combination with azacitidine induces durable complete remissions in patients with relapsed or refractory mIDH1 acute myeloid leukemia: a multicohort open-label phas... by Jorge E. Cortes, Gail J. Roboz, Maria R. Baer, Brian A. Jonas, Gary J. Schiller, Karen Yee, P. Brent Ferrell, Jay Yang, Eunice S. Wang, William G. Blum, Alice Mims, Hua Tian, Aaron Sheppard, Stéphane de Botton, Pau Montesinos, Antonio Curti, Justin M. Watts, the Olutasidenib Combination Therapy Study Group

“…Abstract Background Olutasidenib is a potent, selective, oral, small molecule inhibitor of mutant IDH1 (mIDH1) which induced durable remissions in high-risk, relapsed/refractory (R/R) mIDH1 AML patients in a phase 1/2 trial. We present a pooled analysis from multiple cohorts of the phase 1/2 trial of patients with R/R AML who received combination olutasidenib and azacitidine therapy. …”
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The effectiveness of digital technology-based Otago Exercise Program on balance ability, muscle strength and fall efficacy in the elderly: a systematic review and meta-analysis by Zihao He, Hua Wu, Guanggao Zhao, Yiming Zhang, Chao Li, Yachen Xing, Anjie Xu, Junchao Yang, Ronghui Wang

“…Meta-analysis was performed to assess the pooled effect of balance ability (static and dynamic), muscle strength, and fall efficacy using a random effects model. …”
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Key prognostic risk factors linked to poor functional outcomes in cerebral venous sinus thrombosis: a systematic review and meta-analysis by Lili Lin, Senfeng Liu, Wei Wang, Xiao-kuo He, Muhammad Hibatullah Romli, Ruthpackiavathy Rajen Durai

“…In the meta-regression analysis, ischemic infarction (P = 0.032), consciousness alteration (P < 0.001), and NLR (P = 0.015) were associated with mRS prediction. Conclusions Pooled effect sizes revealed that ischemic infarction, headache, neurological focal deficit, lymphopenia, and cancer were significantly associated with poor functional outcomes, with low to moderate heterogeneity. …”
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Multimodal data deep learning method for predicting symptomatic pneumonitis caused by lung cancer radiotherapy combined with immunotherapy by Mingyu Yang, Jianli Ma, Chengcheng Zhang, Liming Zhang, Jianyu Xu, Shilong Liu, Jian Li, Jiabin Han, Songliu Hu

“…The normalized image data was then input into a pre-trained deep residual network, ResNet34, which utilized convolutional layers and global average pooling layers for deep feature extraction. A five-fold cross-validation approach was implemented to construct the model, automatically splitting the dataset into training and validation sets at an 8:2 ratio. …”
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Reliability generalization meta-analysis of the internal consistency of the Big Five Inventory (BFI) by comparing BFI (44 items) and BFI-2 (60 items) versions controlling for age,... by Waqar Husain, Areen Jamal Haddad, Muhammad Ahmad Husain, Hadeel Ghazzawi, Khaled Trabelsi, Achraf Ammar, Zahra Saif, Amir Pakpour, Haitham Jahrami

“…I2 and Cochran's Q tests were used to examine heterogeneity, with prediction intervals suggesting genuine influences around the pooled estimate. Using funnel plots, regression-based tests (e.g., Egger's regression, rank correlation), and trim-and-fill imputation, publication bias was adjusted to estimate unbiased effects. …”
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Hepatocellular carcinoma risk scores for non-viral liver disease: A systematic review and meta-analysis by Laura Burke, Alexander Hinkson, Vincent Haghnejad, Rebecca Jones, Richard Parker, Ian A. Rowe

“…Only the ‘aMAP’ score (age, male sex, albumin, bilirubin, and platelets) had sufficient external validation for quantitative analysis, with a pooled c-statistic of 0.81 (95% CI 0.80–0.83). Calibration was reported in only 9 of 14 studies. …”
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Air pollution exposure and prevalence of non-alcoholic fatty liver disease and related cirrhosis: A systematic review and meta-analysis by Xingyi He, Shipeng Zhang, Qinglin Bai, Moshen Pan, Yanjie Jiang, Weiwei Liu, Wei Li, Yuanyuan Gong, Xueping Li

“…Results: This review included 14 observational studies (including 7 cohort studies and 7 cross-sectional studies) involving 43,475,41 participants. The pooled analysis showed that PM2.5, NOx, PM10, PM2.5–10, passive smoking, PM1, and air pollution from solid fuels were positively associated with the incidence and prevalence of NAFLD and its related cirrhosis. …”
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The effect of groundwater depth on topsoil organic matter mineralization during a simulated dry summer in northwestern Europe by A. Françoys, A. Françoys, O. Mendoza, J. Hu, P. Boeckx, W. Cornelis, S. De Neve, S. Sleutel

“…Additionally, a model fitted to cumulative ryegrass mineralization showed a lower mineralization rate for the stable <span class="inline-formula"><i>C</i>_ryegrass</span> pool in the silt loam soil with the shallowest GWT, where capillary rise contributed most significantly to topsoil moisture, compared with other combinations of soil texture and GWT depth. …”
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Large-scale manufacturing and characterization of CMV-CD19CAR T cells by Stephen J Forman, Xiuli Wang, Ryan Urak, Miriam Walter, Min Guan, Tianxu Han, Vibhuti Vyas, Sheng-Hsuan Chien, Brenna Gittins, Mary C Clark, Sally Mokhtari, Angelo Cardoso, Don J Diamond, John Zaia, Ryotaro Nakamura

“…Here we developed a clinical platform for generating CMV-CD19CAR T cells.Methods Peripheral blood mononuclear cells (PBMCs) collected from CMV-seropositive healthy donors were stimulated with a good manufacturing practices-grade PepTivator overlapping CMVpp65 peptide pool and enriched for CMV-responsive interferon γ (IFNγ)+T cells using IFNγ Catchmatrix, within the CliniMACS Prodigy Cytokine Capture System (Miltenyi Biotec). …”
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