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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Interbrain synchrony attenuation during a peer cooperative task in young children with autistic traits –an EEG hyperscanning study by I-Chun Chen, Hao-Che Hsu, Chia-Ling Chen, Meng-Han Chang, Chun-Shu Wei, Chun-Hsiang Chuang

“…Significant correlations were observed between scores on the ASD symptom rating scale and the selected significant interbrain connectivity index. …”
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Perceived treatment burden and health-related quality of life in association with healthcare utilisation among patients attending multiple outpatient clinics by Cathrine Bell, Charlotte Weiling Appel, Asger Roer Pedersen, Peter Vedsted

“…Logistic regression was applied to estimate the odds of 'no/low' and 'high' perceptions of treatment burden and 'low' self-rated HRQoL in relation to healthcare utilisation. …”
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The assessment of personality dimensions, tobacco smoking and depression among tretment-seeking male alcoholics by Mandić-Gajić Gordana, Eror Aleksandar, Pješčić Nataša, Dolić Mirko, Joković Danilo, Nikolić Gordana

“…According to cut-off on the Hamilton Depression Rating Scale (HDRS), the alcoholics were divided into depressive and non-depressive subgroups resulting in half of alcoholics in each subgroup. …”
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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 >18). …”
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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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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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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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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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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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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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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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Finger drawing on smartphone screens enables early Parkinson's disease detection through hybrid 1D-CNN and BiGRU deep learning architecture. by Zhaohui Zhu, E Wu, Pengfei Leng, Jiajun Sun, Mingming Ma, Zhigeng Pan

“…Distinct from existing approaches that rely on clinical rating scales, neuroimaging modalities, or stylus-based digital assessments, this telemedicine-compatible method requires only bare-finger interactions on consumer-grade smartphones and enables operator-independent assessments. …”
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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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Consumer health knowledge: cultural norms and marketing of healthcare products by Ogbonnaya Ukeh Oteh, Ambrose Ogbonna Oloveze, Raymond Ozoemena Obasi, Opara Obinna Justin

“…The research follows a survey pattern as data was collected for 4 – 5 months in year 2020 using a structured questionnaire while mean rating analysis and Pearson Coefficient correlation were used to analyze the result. …”
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Increased miR-132 level is associated with visual memory dysfunction in patients with depression by Liu Y, Yang X, Zhao L, Zhang J, Li T, Ma X

“…Correlation analyses revealed that in MDD patients, increased miR-132 expression levels were significantly correlated with visual memory as measured by the CANTABPRM. Hamilton Rating Scale for Anxiety scores were negatively correlated with PRM &amp;ndash; number correct (immediate) and PRM &amp;ndash; percent correct (immediate). …”
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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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Combined alverine citrate and simeticonein preparation in the treatment of irritable bowel syndrome by Ye. A. Poluektova, S. Yu. Kuchumova, V. T. Ivashkin

“…Thirteen patients had clinical pattern of diarrhea predominance (IBS-D), 17 – predominance of constipation (IBS-С). …”
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Comparative effects of different macronutrient compositions for type 2 diabetes management: a systematic review and network meta-analysis of randomized trials by Negin Badrooj, Ahmad Jayedi, Sakineh Shab-Bidar

“…The certainty of evidence was rated using the GRADE approach. Results 80 trials with 9232 patients with type 2 diabetes were included in the network meta-analysis. …”
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