Big team science reveals promises and limitations of machine learning efforts to model physiological markers of affective experience by Nicholas A. Coles, Bartosz Perz, Maciej Behnke, Johannes C. Eichstaedt, Soo Hyung Kim, Tu N. Vu, Chirag Raman, Julian Tejada, Van-Thong Huynh, Guangyi Zhang, Tanming Cui, Sharanyak Podder, Rushi Chavda, Shubham Pandey, Arpit Upadhyay, Jorge I. Padilla-Buritica, Carlos J. Barrera Causil, Linying Ji, Felix Dollack, Kiyoshi Kiyokawa, Huakun Liu, Monica Perusquia-Hernandez, Hideaki Uchiyama, Xin Wei, Houwei Cao, Ziqing Yang, Alessia Iancarelli, Kieran McVeigh, Yiyu Wang, Isabel M. Berwian, Jamie C. Chiu, Dan-Mircea Mirea, Erik C. Nook, Henna I. Vartiainen, Claire Whiting, Young Won Cho, Sy-Miin Chow, Zachary F. Fisher, Yanling Li, Xiaoyue Xiong, Yuqi Shen, Enzo Tagliazucchi, Leandro A. Bugnon, Raydonal Ospina, Nicolas M. Bruno, Tomas A. D'Amelio, Federico Zamberlan, Luis R. Mercado Diaz, Javier O. Pinzon-Arenas, Hugo F. Posada-Quintero, Maneesh Bilalpur, Saurabh Hinduja, Fernando Marmolejo-Ramos, Shaun Canavan, Liza Jivnani, Stanisław Saganowski

“…In 46% of tests, teams also outperformed baseline models that relied on the simple average of ratings from training datasets. More notably, results uncovered a methodological challenge: multiplicative constraints on generalizability. …”
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CNGC20 plays dual roles in regulating plant growth and immunity in Brassica napus by Yingying Tan, Guowei Huang, Haiyan Fan, Tao Wu, Zhilin Guan, Kede Liu

“…Through BSA-seq and map-based cloning, we find that RIL encodes a cyclic nucleotide-gated channel 20 (BnaA01.CNGC20). A substitution of proline at the 304th position to leucine (P304L) was identified in the conserved transmembrane domain of BnaA01.CNGC20. …”
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A seismic random noise suppression method based on CNN-Mamba by Xiujuan WEI, Xingye LIU, Huailai ZHOU

“…Additionally, residual channel attention gating was further introduced to enhance the feature separability between effective signals and noise. …”
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What can COVID‐19 teach us about patient satisfaction in the emergency department? A mixed‐methods approach by Maureen O. Grissom, Morgan Farra, Eric S. Cruzen, Erin Barlow, Sanjey Gupta

“…Methods A mixed‐methods design, integrating qualitative and quantitative data analyses, was employed to explore a total of 289 patient satisfaction survey ratings and 421 comments based on care that took place in the ED during the initial phase of the COVID‐19 epidemic. …”
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A distributed brain response predicting the facial expression of acute nociceptive pain by Marie-Eve Picard, Miriam Kunz, Jen-I Chen, Michel-Pierre Coll, Etienne Vachon-Presseau, Tor D Wager, Pierre Rainville

“…We then applied a multivariate pattern analysis to the fMRI data to predict the facial expression of pain. …”
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Psychosocial effects of a behavioural augmentation of existing public physical activity programs for middle-aged and older adults in Ireland. by Enrique García Bengoechea, Ciaran Doyle, Chloe Forte, Andrew O'Regan, Amanda M Clifford, Stephen Gallagher, Alan Donnelly, Liam Glynn, Andrew W Murphy, Ali Sheikhi, Catherine B Woods

“…Significant advantages were found in the MFL group relative to UP in ratings of self-efficacy to overcome barriers to physical activity participation, subjective norms for and attitudes towards participation in physical activity (ps < .05). …”
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Distalization with Clear Aligners: Accuracy, Impact of Mini-Screws, and Clinical Outcomes by Teresa Pinho, Diana Melo, Sofia Ferreira, Maria Gonçalves

“…Occlusal improvements were assessed using the <i>Peer Assessment Rating (PAR) index</i>. <b>Results:</b> The results revealed significant discrepancies between the programmed and achieved distalization, with mean deviations greater than 1 mm in both arches. …”
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Factors associated with chronotype in individuals with bipolar disorder in remission by Ravneet Singh, Raman Deep, Vaibhav Patil, Rachna Bhargava, Ashwani Kumar Mishra

“…Participants were assessed using the validated Hindi version of Composite Scale of Morningness-Eveningness (CSM), the National Institute of Mental Health (NIMH)-Life Chart Method, IGLSI (International Group for Study of Lithium) Scale for typical/atypical features, Pittsburgh Sleep Quality Index, Cognitive complaints in BD Rating Assessment, Seasonal Pattern Assessment Questionnaire, Bipolar Eating Disorder Scale, Internet Disorder Scale, and Functioning Assessment Short Test. …”
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Fine-tuning a local LLaMA-3 large language model for automated privacy-preserving physician letter generation in radiation oncology by Yihao Hou, Yihao Hou, Christoph Bert, Christoph Bert, Christoph Bert, Ahmed Gomaa, Ahmed Gomaa, Ahmed Gomaa, Godehard Lahmer, Godehard Lahmer, Godehard Lahmer, Daniel Höfler, Daniel Höfler, Daniel Höfler, Thomas Weissmann, Thomas Weissmann, Thomas Weissmann, Raphaela Voigt, Raphaela Voigt, Raphaela Voigt, Philipp Schubert, Philipp Schubert, Philipp Schubert, Charlotte Schmitter, Charlotte Schmitter, Charlotte Schmitter, Alina Depardon, Alina Depardon, Alina Depardon, Sabine Semrau, Sabine Semrau, Sabine Semrau, Andreas Maier, Rainer Fietkau, Rainer Fietkau, Rainer Fietkau, Yixing Huang, Yixing Huang, Florian Putz, Florian Putz, Florian Putz

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Medial intracranial carotid artery calcifications and hematoma expansion in deep intracerebral hemorrhage by Federico Mazzacane, Stefan Moraru, Beatrice Del Bello, Federica Ferrari, Erica Ferro, Alessandra Persico, Jawed Nawabi, Alessandro Padovani, Anna Cavallini, Andrea Morotti

“…ICAC pattern was determined by Kockelkoren's rating scale on admission CT; medial ICAC were defined with a >6 points cutoff. …”
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First M87 Event Horizon Telescope Results. VIII. Magnetic Field Structure near The Event Horizon by The Event Horizon Telescope Collaboration, Kazunori Akiyama, Juan Carlos Algaba, Antxon Alberdi, Walter Alef, Richard Anantua, Keiichi Asada, Rebecca Azulay, Anne-Kathrin Baczko, David Ball, Mislav Baloković, John Barrett, Bradford A. Benson, Dan Bintley, Lindy Blackburn, Raymond Blundell, Wilfred Boland, Katherine L. Bouman, Geoffrey C. Bower, Hope Boyce, Michael Bremer, Christiaan D. Brinkerink, Roger Brissenden, Silke Britzen, Avery E. Broderick, Dominique Broguiere, Thomas Bronzwaer, Do-Young Byun, John E. Carlstrom, Andrew Chael, Chi-kwan Chan, Shami Chatterjee, Koushik Chatterjee, Ming-Tang Chen, Yongjun Chen, Paul M. Chesler, Ilje Cho, Pierre Christian, John E. Conway, James M. Cordes, Thomas M. Crawford, Geoffrey B. Crew, Alejandro Cruz-Osorio, Yuzhu Cui, Jordy Davelaar, Mariafelicia De Laurentis, Roger Deane, Jessica Dempsey, Gregory Desvignes, Jason Dexter, Sheperd S. Doeleman, Ralph P. Eatough, Heino Falcke, Joseph Farah, Vincent L. Fish, Ed Fomalont, H. Alyson Ford, Raquel Fraga-Encinas, Per Friberg, Christian M. Fromm, Antonio Fuentes, Peter Galison, Charles F. Gammie, Roberto García, Zachary Gelles, Olivier Gentaz, Boris Georgiev, Ciriaco Goddi, Roman Gold, José L. Gómez, Arturo I. Gómez-Ruiz, Minfeng Gu, Mark Gurwell, Kazuhiro Hada, Daryl Haggard, Michael H. Hecht, Ronald Hesper, Elizabeth Himwich, Luis C. Ho, Paul Ho, Mareki Honma, Chih-Wei L. Huang, Lei Huang, David H. Hughes, Shiro Ikeda, Makoto Inoue, Sara Issaoun, David J. James, Buell T. Jannuzi, Michael Janssen, Britton Jeter, Wu Jiang, Alejandra Jimenez-Rosales, Michael D. Johnson, Svetlana Jorstad, Taehyun Jung, Mansour Karami, Ramesh Karuppusamy, Tomohisa Kawashima, Garrett K. Keating, Mark Kettenis, Dong-Jin Kim, Jae-Young Kim, Jongsoo Kim, Junhan Kim, Motoki Kino, Jun Yi Koay, Yutaro Kofuji, Patrick M. Koch, Shoko Koyama, Michael Kramer, Carsten Kramer, Thomas P. Krichbaum, Cheng-Yu Kuo, Tod R. Lauer, Sang-Sung Lee, Aviad Levis, Yan-Rong Li, Zhiyuan Li, Michael Lindqvist, Rocco Lico, Greg Lindahl, Jun Liu, Kuo Liu, Elisabetta Liuzzo, Wen-Ping Lo, Andrei P. Lobanov, Laurent Loinard, Colin Lonsdale, Ru-Sen Lu, Nicholas R. MacDonald, Jirong Mao, Nicola Marchili, Sera Markoff, Daniel P. Marrone, Alan P. Marscher, Iván Martí-Vidal, Satoki Matsushita, Lynn D. Matthews, Lia Medeiros, Karl M. Menten, Izumi Mizuno, Yosuke Mizuno, James M. Moran, Kotaro Moriyama, Monika Moscibrodzka, Cornelia Müller, Gibwa Musoke, Alejandro Mus Mejías, Daniel Michalik, Andrew Nadolski, Hiroshi Nagai, Neil M. Nagar, Masanori Nakamura, Ramesh Narayan, Gopal Narayanan, Iniyan Natarajan, Antonios Nathanail, Joey Neilsen, Roberto Neri, Chunchong Ni, Aristeidis Noutsos, Michael A. Nowak, Hiroki Okino, Héctor Olivares, Gisela N. Ortiz-León, Tomoaki Oyama, Feryal Özel, Daniel C. M. Palumbo, Jongho Park, Nimesh Patel, Ue-Li Pen, Dominic W. Pesce, Vincent Piétu, Richard Plambeck, Aleksandar PopStefanija, Oliver Porth, Felix M. Pötzl, Ben Prather, Jorge A. Preciado-López, Dimitrios Psaltis, Hung-Yi Pu, Venkatessh Ramakrishnan, Ramprasad Rao, Mark G. Rawlings, Alexander W. Raymond, Luciano Rezzolla, Angelo Ricarte, Bart Ripperda, Freek Roelofs, Alan Rogers, Eduardo Ros, Mel Rose, Arash Roshanineshat, Helge Rottmann, Alan L. Roy, Chet Ruszczyk, Kazi L. J. Rygl, Salvador Sánchez, David Sánchez-Arguelles, Mahito Sasada, Tuomas Savolainen, F. Peter Schloerb, Karl-Friedrich Schuster, Lijing Shao, Zhiqiang Shen, Des Small, Bong Won Sohn, Jason SooHoo, He Sun, Fumie Tazaki, Alexandra J. Tetarenko, Paul Tiede, Remo P. J. Tilanus, Michael Titus, Kenji Toma, Pablo Torne, Tyler Trent, Efthalia Traianou, Sascha Trippe, Ilse van Bemmel, Huib Jan van Langevelde, Daniel R. van Rossum, Jan Wagner, Derek Ward-Thompson, John Wardle, Jonathan Weintroub, Norbert Wex, Robert Wharton, Maciek Wielgus, George N. Wong, Qingwen Wu, Doosoo Yoon, André Young, Ken Young, Ziri Younsi, Feng Yuan, Ye-Fei Yuan, J. Anton Zensus, Guang-Yao Zhao, Shan-Shan Zhao, The Event Horizon Telescope Collaboration

“…We use the models to infer a mass accretion rate onto the black hole in M87 of (3–20) × 10 ^−4 M _⊙ yr ^−1 .…”
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<i>Agave macroacantha</i> Transcriptome Reveals Candidate <i>CNGC</i> Genes Responsive to Cold Stress in Agave by Yubo Li, Xiaoli Hu, Dietram Samson Mkapa, Li Xie, Pingan Guo, Shibei Tan, Weiyi Zhang, Helong Chen, Xing Huang, Kexian Yi

“…Conversely, the plant <i>cyclic nucleotide-gated channel</i> (<i>CNGC</i>) family plays an important role in the growth and development of plants and the response to stress. …”
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A Very Low–Carbohydrate Program in Adults With Metabolic Dysfunction–Associated Steatotic Liver Disease and Phospholipase Domain–Containing Protein 3 Risk Genotype: Pre-Post Interv... by Laura R Saslow, Jamie Krinock, Alison O'Brien, Kaitlyn Raymond, Hovig Bayandorian, Judith T Moskowitz, Jennifer Daubenmier, Antonino Oliveri, Deanna J Marriott, Dina H Griauzde, Elizabeth K Speliotes

“…Among the 9 participants who provided 4-month self-report information, intervention satisfaction was high (mean 6.22, 95% CI 5.58-6.85), with 5 (56%) participants rating the intervention the top score, and 4 (44%) participants reporting they did not plan to stop following the VLC diet. …”
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A very early clinical response to treatment with the Janus kinase inhibitor tofacitinib in patients with active rheumatoid arthritis: the dynamics of pain and central sensitization... by A. E. Karateev, E. S. Filatova, E. Yu. Pogozheva, V. N. Amirdzhanova, E. L. Nasonov, A. M. Lila, V. I. Mazurov, A. Yu. De, A. A. Baranov, N. A. Lapkina, G. V. Lukina, N. A. Kiryukhina, S. Yu. Davidyan, T. S. Salnikova, R. R. Samigullina, D. S. Chakieva, I. M. Marusenko, O. V. Semagina, M. Yu. Semchenkova, A. F. Davydova, E. V. Kalinina

“…The patients initially experienced moderate or severe pain (the mean scores of 5.33±2.51 on the numerical rating scale (NRS) included in BPI); 53.8% had signs of CS (CSI scores of ≥40); 17.9% had signs of a NPC (PainDETECT scores of &gt;18). …”
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Clinical phenotype and functional influence of GRIN2A variants in epilepsy‐aphasia syndrome by Lu Zhang, Yiran Duan, Rui Ma, Jiaqi Han, Na Pan, Lehong Gao, Yuping Wang

“…Abstract Objective N‐methyl‐D‐aspartate receptors are glutamate‐gated ion channels that play a crucial role in brain function. …”
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Utilization of Smartphone Applications by Anesthesia Providers by Michael S. Green, Johann J. Mathew, Archana Gundigi Venkatesh, Parmis Green, Rayhan Tariq

“…The purpose of this study is to understand the pattern of utilization of mobile apps specifically created for anesthesia providers. …”
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Reward-related neural activation during social media exposure in young women with non-suicidal self-injury: evidence for a continuum of severity in the reward network by Stella Nicolaou, Anna Julià, Daniela Otero, Carlos Schmidt, Juan Carlos Pascual, Joaquim Soler, Josep Marco-Pallarés, Daniel Vega

“…Clinical participants rated positive comments as less pleasant and negative comments as more unpleasant than controls. …”
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Machado-Joseph disease op azorean ancestry in Brazil: the Catarina kindred neurological, neuroimaging, psychiatric and neuropsychological findings in the largest known family, the... by J. Radvany, C.H.P. Camargo, Z.M. Costa, N.C. Fonseca, E.D. Nascimento

“…Depression was looked for in the history of the family with DSM III-R criteria and an atempt at quantification with the Montgomery-Asberg Rating Scale. There was no significant quantitative difference between affected and at risk. …”
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QUALITY EVALUATION OF THE TPP POWER GENERATING UNITS WEAR RECONDITIONING by E. M. Farhadzadeh, A. Z. Muradaliyev, Yu. Z. Farzaliyev

“…Quality of the repair work execution characterizes logistical activities of the power station and the repair services and is rated by a five-grade scale. There are three technical conditions: adequate, subject to reservations, falling short of the technical standard documentation requirements. …”
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Barriers and facilitators for the practice of occupational therapy in mental health: findings from a global practitioner survey of the World Federation of Occupational Therapists by Tiago S. Jesus, Pedro C. Monteiro, Ritchard Ledgerd, Claudia von Zweck, World Federation of Occupational Therapists

“…Of the nine surveyed factors, six (66%) were rated more often as barriers for practice, including “waiting times”, “services funding”, “intervention costs”, and “therapists availability”. …”
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