A GPT-4o-powered framework for identifying cognitive impairment stages in electronic health records by Yu Leng, Yingnan He, Samad Amini, Colin Magdamo, Ioannis Paschalidis, Shibani S. Mukerji, Lidia M. V. R. Moura, M. Brandon Westover, Ana-Maria Vranceanu, Christine S. Ritchie, Deborah Blacker, John R. Dickson, Sudeshna Das

“…Readily available electronic health records (EHRs) contain valuable cognitive health data, but much of it is embedded in unstructured clinical notes. …”
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Point Cloud Registration for Lava Tube Surface Reconstruction Using Curvature-Optimized Projection by Jiaqi Yao, Yanqiu Wang, Wen Li, Yuan Han, Hognxu Ai, Zhenchen Ji, Fu Zheng, Zhibin Sun

“…First, the normal vectors were estimated and normalized on an unstructured point cloud using Principal Component Analysis. …”
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A comprehensive perspective on electric vehicles as evolutionary robots by Haoyang Che, Haoyang Che, Shaolin Wang, Shaolin Wang, Lei Yao, Ying Gu

“…As it stands, these mechanisms are evidently insufficient for realizing genuine evolutionary robots (ER), especially in unstructured environments. The overarching perspective of conceptualizing EV as ER is not always prominently featured in academic literature. …”
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Research on Parameter Compensation Method and Control Strategy of Mobile Robot Dynamics Model Based on Digital Twin by Renjun Li, Xiaoyu Shang, Yang Wang, Chunbai Liu, Linsen Song, Yiwen Zhang, Lidong Gu, Xinming Zhang

“…Exact kinematic model and control system of the robots is required to improve their location accuracy during movement on the unstructured surfaces. By a virtual engine and digital twins, this study put forward a visualization monitoring and control system framework which can address the difficulties in the intelligent factories while managing a variety of data sources, such as virtual–real integration, real-time feedback, and other issues. …”
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Experiences and perspectives by family caregivers on a palliative care journey: A case report from India by Soumya Liz Jacob, Malathi G. Nayak, Linu Sara George, Leah Macaden, Prathibha Lydia Braggs

“…The study utilizes a focused ethnographic approach, collecting data from the caregivers of an older gentleman who was diagnosed with terminal alveolar cancer and metastasis along with multimorbidity through three unstructured interviews at different periods of the illness trajectory, coupled with participant observation and field notes. …”
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Analysis of Visitor Perceptions of Malang City Thematic Parks using a Text Mining Approach by Nur Izza Vania, Aisyah Larasati, Yuh-Wen Chen, Nikmatus Sholikha

“…These methods effectively process large volumes of unstructured data to reveal meaningful insights. The analysis focused on three parks with the highest number of reviews: Alun-Alun Kota Malang (945 reviews), Taman Merjosari (552 reviews), and Alun-Alun Tugu (462 reviews). …”
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SURVIVING HUMANITARIAN CRISIS IN NIGERIA: COPING STRATEGIES OF INTERNALLY DISPLACED PERSONS (IDP) IN BENUE STATE, NORTHCENTRAL, NIGERIA by ISAAC OLAWALE ALBERT, JOEL ABAH

“…Collected data were qualitatively analysed, using descriptive statistics. …”
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Contextual factors influencing schistosomiasis treatment and identification of delivery platforms for arpraziquantel in hard-to-reach areas and populations in Homa Bay County, Keny... by Phyllis Munyiva Isaiah, Doris Osei Afriyie, Mary Maghanga, Donna Obare Ogeto, Mary Amuyunzu Nyamongo, Peter Steinmann

“…We conducted a generic qualitative study using two case study interviews with parents/caregivers living with disability caring for children ≤5 years,18 focus group discussions (FGDs) with parents/caregivers of children ≤5 years (each with 8-10 participants), 14 key informant interviews (KIIs) with various government agencies, and unstructured observations. The data were analyzed using thematic analysis. …”
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Research on a Joint Extraction Method of Track Circuit Entities and Relations Integrating Global Pointer and Tensor Learning by Yanrui Chen, Guangwu Chen, Peng Li

“…To address the issue of efficiently reusing the massive amount of unstructured knowledge generated during the handling of track circuit equipment faults and to automate the construction of knowledge graphs in the railway maintenance domain, it is crucial to leverage knowledge extraction techniques to efficiently extract relational triplets from fault maintenance text data. …”
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Improved Multi-Size, Multi-Target and 3D Position Detection Network for Flowering Chinese Cabbage Based on YOLOv8 by Yuanqing Shui, Kai Yuan, Mengcheng Wu, Zuoxi Zhao

“…Accurately detecting the maturity and 3D position of flowering Chinese cabbage (<i>Brassica rapa</i> var. chinensis) in natural environments is vital for autonomous robot harvesting in unstructured farms. The challenge lies in dense planting, small flower buds, similar colors and occlusions. …”
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Driven by feelings or stimulated by context: how childhood nature experience shaped adulthood pro-environmental behavior? by Qi-song Yan, Yu-fang Cai, Wen-qiang Zeng

“…The study emphasizes that both unstructured nature contact and planned, educational outdoor activities during childhood are equally important. …”
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Applicability of Adults 2015 American Thyroid Association Differentiated Thyroid Cancer Guidelines for Postoperative Risk Stratification and Postradioiodine Treatment Dynamic Risk... by Shashank Shekhar Singh, Bhagwant Rai Mittal, Ashwani Sood, Anish Bhattacharya, Ganesh Kumar, Amit Singh Shekhawat, Harpreet Singh

“…Forty-seven patients were classified as responders (excellent and indeterminate responses) and incomplete responders (biochemical and structurally incomplete responses) by assessing the RTT at 1.5 years follow-up similar to recommendation of 2015 adult DTC ATA guidelines. …”
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Fasudil inhibits α-synuclein aggregation through ROCK-inhibition-mediated mechanisms by Lucia Lage, Ana I. Rodriguez-Perez, Jose Luis Labandeira-Garcia, Antonio Dominguez-Meijide

“…The effects of fasudil are mostly related to ROCK inhibition, which we have shown using two structurally different ROCK inhibitors and knockdown data, and further supported by using RT-QuiC.…”
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Giant Outer Transiting Exoplanet Mass (GOT ‘EM) Survey. VI. Confirmation of a Long-period Giant Planet Discovered with a Single TESS Transit by Zahra Essack, Diana Dragomir, Paul A. Dalba, Matthew P. Battley, David R. Ciardi, Karen A. Collins, Steve B. Howell, Matias I. Jones, Stephen R. Kane, Eric E. Mamajek, Christopher R. Mann, Ismael Mireles, Dominic Oddo, Lauren A. Sgro, Keivan G. Stassun, Solene Ulmer-Moll, Cristilyn N. Watkins, Samuel W. Yee, Carl Ziegler, Allyson Bieryla, Ioannis Apergis, Khalid Barkaoui, Rafael Brahm, Edward M. Bryant, Thomas M. Esposito, Pedro Figueira, Benjamin J. Fulton, Samuel Gill, Andrew W. Howard, Howard Isaacson, Alicia Kendall, Nicholas Law, Michael B. Lund, Andrew W. Mann, Rachel A. Matson, Felipe Murgas, Enric Palle, Samuel N. Quinn, Alexandre Revol, Suman Saha, Richard P. Schwarz, Ramotholo Sefako, Avi Shporer, Ivan A. Strakhov, Steven Villanueva Jr., George R. Ricker, Roland Vanderspek, David W. Latham, Sara Seager, Joshua N. Winn, Pau Bosch-Cabot, Kevin I. Collins, Raquel Forés-Toribio, Fabian Rodriguez Frustagia, Eric Girardin, Ian J. Helm, Pablo Lewin, Jose A. Muñoz, Patrick Newman, Peter Plavchan, Gregor Srdoc, Chris Stockdale, Anaël Wünsche, Mario Billiani, Martin Davy, Alex Douvas, Keiichi Fukui, Bruno Guillet, Cory Ostrem, Michael Rushton, Angsar Schmidt, Andrea Finardi, Patrice Girard, Tateki Goto, Julien S. de Lambilly, Liouba Leroux, Fabrice Mortecrette, John W. Pickering, Michael Primm, Marc Ribot, Ethan Teng, Aad Verveen, Stefan Will, Mark Ziegler

“…Based on giant planet structure models, TOI-4465 b appears to be enriched in heavy elements at a level consistent with late-stage accretion of icy planetesimals. …”
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Psychodrama: implementation, study design and effectiveness: a systematic review by Jesús Maya, Miriam Pérez-Berbel, Laura Giraldo-Arroyave, Irene Hurtado

“…However, the methodological design of psychodrama needs improvement: RCTs and quasi-experimental designs, larger sample sizes, follow-up evaluations, and effect size measurement. Additionally, structuring interventions and their manualization in specific populations can help establish evidence-based treatments.…”
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Algorithms of diagnosis and therapy of a primary depressive episode by V. L. Pidlubnyi, V. S. Makoid

“…An algorithm for the PDE diagnosis has been developed based upon four stages: the first one – the symptomatic state diagnosis; the second – clinical-ethological analysis of depressive phenomenon signs and a neurophysiological electroencephalographic (EEG) examination; the third – psycho-experimental examinations using appropriate tools; the fourth – structuring of the obtained diagnostic data, diagnosis verification and development of therapeutic intervention tactics. …”
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The nuclear immune receptor RPS4 is required for RRS1SLH1-dependent constitutive defense activation in Arabidopsis thaliana. by Kee Hoon Sohn, Cécile Segonzac, Ghanasyam Rallapalli, Panagiotis F Sarris, Joo Yong Woo, Simon J Williams, Toby E Newman, Kyung Hee Paek, Bostjan Kobe, Jonathan D G Jones

“…Plant nucleotide-binding leucine-rich repeat (NB-LRR) disease resistance (R) proteins recognize specific "avirulent" pathogen effectors and activate immune responses. NB-LRR proteins structurally and functionally resemble mammalian Nod-like receptors (NLRs). …”
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Correlation with viruses enhances network complexity and stability of co-occurrence prokaryotes across the oceans by Bo Wang, Yantao Liang, Kaiyue Lian, Chuyu Zhang, Meiaoxue Han, Min Wang, Hongbing Shao, Andrew McMinn, Hualong Wang

“…However, the mechanisms behind the association and structuring of microbiomes with viruses still remain largely unknown. …”
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Metagenomics-assembled genomes reveal microbial metabolic adaptation to athalassohaline environment, the case Lake Barkol, China by Maripat Xamxidin, Xuanqi Zhang, Gang Zheng, Can Chen, Min Wu

“…Overall, this study reveals extensive taxonomic novelty and functional plasticity among microbial communities in Lake Barkol and underscores the influence of salinity in structuring microbial assemblages and metabolic pathways in athalassohaline ecosystems.…”
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Examination of Inter‐α Inhibitor Proteins in Permanent and Transient Focal Ischemia by Takahiko Imai, Andreia Lopes de Morais, Tao Qin, Yuichi Sasaki, Yow‐Pin Lim, Cenk Ayata

“…Inter‐α inhibitor proteins (IαIPs) are a family of structurally related glycoproteins with 2 major forms (inter‐α inhibitor and pre‐α inhibitor) in blood. …”
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