Miracle-dz/UniFAR-FTUs huggingface dataset:
Can images help recognize entities? A study of the role of images for Multimodal NER

Multimodal named entity recognition (MNER) requires to bridge the gap between language understanding and visual context. While many multimodal neural techniques have been proposed to incorporate images into the MNER task, the model’s ability to leverage multimodal interactions remains poorly understood. In this work, we conduct in-depth analyses of existing multimodal fusion techniques from different perspectives and describe the scenarios where adding information from the image does not always boost performance. We also study the use of captions as a way to enrich the context for MNER. Experiments on three datasets from popular social platforms expose the bottleneck of existing multimodal models and the situations where using captions is beneficial.
On lp-hyperparameter Learning via Bilevel Nonsmooth Optimization

We propose a bilevel optimization strategy for selecting the best hyperparameter value for the nonsmooth `p regularizer with 0 < p ≤ 1. The concerned bilevel optimization problem has a nonsmooth, possibly nonconvex, `p-regularized problem as the lower-level problem. Despite the recent popularity of nonconvex `p-regularizer and the usefulness of bilevel optimization for selecting hyperparameters, algorithms for such bilevel problems have not been studied because of the difficulty of `p-regularizer. Our contribution is the proposal of the first algorithm equipped with a theoretical guarantee for finding the best hyperparameter of `p-regularized supervised learning problems. Specifically, we propose a smoothing-type algorithm for the above mentioned bilevel optimization problems and provide a theoretical convergence guarantee for the algorithm. Indeed, since optimality conditions are not known for such bilevel optimization problems so far, new necessary optimality conditions, which are called the SB-KKT conditions, are derived and it is shown that a sequence generated by c ©2021 Takayuki Okuno, Akiko Takeda, Akihiro Kawana, and Motokazu Watanabe. License: CC-BY 4.0, see https://creativecommons.org/licenses/by/4.0/. Attribution requirements are provided at http://jmlr.org/papers/v22/18-485.html. OKUNO, TAKEDA, KAWANA, AND WATANABE the proposed algorithm actually accumulates at a point satisfying the SB-KKT conditions under some mild assumptions. The proposed algorithm is simple and scalable as our numerical comparison to Bayesian optimization and grid search indicates.
Computer simulation of rod-sphere mixtures.

Results are presented from a series of simulations undertaken to investigate the effect of adding small spherical particles to a fluid of rods which would otherwise represent a liquid crystalline (LC) substance. Firstly, a bulk mixture of Hard Gaussian Overlap particles with an aspect ratio of 3:1 and hard spheres with diameters equal to the breadth of the rods is simulated at various sphere concentrations. Both mixing-demixing and isotropic-nematic transition are studied using Monte Carlo techniques. Secondly, the effect of adding Lennard-Jones particles to an LC system modelled using the well established Gay-Berne potential is investigated. These rod-sphere mixtures are simulated using both the original set of interaction parameters and a modified version of the rod-sphere potential proposed in this work. The subject of interest is the internal structure of the binary mixture and its dependence on density, temperature, concentration and various parameters characterising the in-termolecular interactions. Both the mixing-demixing behaviour and the transitions between the isotropic and any LC phases have been studied for four systems which differ in the interaction potential between unlike particles. A range of contrasting microphase separated structures including bicontinuous, cubic, and micelle-like arrangement have been observed in bulk. Thirdly, the four types of mixtures previously studied in bulk are subjected to a static magnetic field. A variety of novel phases are observed for the cases of positive and negative anisotropy in the magnetic susceptibility. These include a lamellar structure, in which layers of rods are separated by layers of spheres, and a configuration with a self-assembling hexagonal array of spheres. Finally, two new models are presented to study liquid crystal mixtures in the presence of curved substrates. These are implemented for the cases of convex and concave spherical surfaces. The simulation results obtained in these geometries indicate segregation of spheres at the topological defect of the director field induced by the surface.
Intervention Stigma toward Medications for Opioid Use Disorder: A Systematic Review

Abstract Introduction Medications for opioid use disorder (MOUD) are evidence-based treatments, yet can be controversial among some populations. This study provides a systematic review of prejudice and discrimination toward MOUD, a form of “intervention stigma,” or stigma associated with a particular medical treatment. Methods A systematic search strategy was used in PsychInfo and PubMed to identify studies published between 1998 and 2018. Studies that empirically examined stigma toward MOUD were included if the manuscript was of moderate or high quality. Studies were analyzed using thematic synthesis. Results The search yielded 972 studies, of which 28 were included. Most studies utilized qualitative methods to examine intervention stigma toward methadone or buprenorphine, with one including naltrexone. Studies demonstrated that intervention stigma among healthcare providers was influenced by lack of training and abstinent treatment preferences. Providers equated MOUD with illicit substance use and at times refused to care for MOUD patients. Stigma among peer patients seeking treatment was also influenced by abstinent treatment preferences, and among the general public stigma was influenced by lack of MOUD knowledge. Intervention stigma was also driven at the policy level by high regulation of methadone, which fueled diversion and hindered social functioning among patients. Few studies indicated how to reduce intervention stigma toward MOUD. Conclusions Intervention stigma affects both provision and perceptions of methadone and buprenorphine, decreasing access and utilization of MOUD. Future research should further develop and test MOUD stigma reduction interventions in a variety of social contexts to improve access to care and reduce patient barriers.
Sustainability of a gender-focused HIV and alcohol risk-reduction intervention in usual care settings in South Africa: a mixed methods analysis

ABSTRACT Intervention sustainability is a critical yet understudied aspect of implementation science research. To address this gap, we examined the sustainability of the Women’s Health CoOp (WHC), a gender-focused, evidence-based, HIV and alcohol risk-reduction intervention, after an implementation trial. We used a mixed methods design consisting of questionnaires (n = 12), 3 focus groups (n = 11), and a semistructured interview conducted with interventionists implementing the WHC in clinics and substance use treatment programs in Cape Town, South Africa. Five out of 8 facilities implemented the WHC beyond the 6-month implementation period, and 4 were still implementing the WHC as of October 2019. Sustainability ranged from approximately 8 months to more than 3 years. At the most recent assessment, interventionists delivered the intervention to 0–20 participants in the past month. Qualitative findings indicate that long-term sustainability would require support from upper management, staff dedicated to the WHC, and booster trainings. The WHC was sustained postimplementation. Integrating the program into usual care would be feasible; however, human resources, financial, and institutional support would be needed for sustainability. To move implementation science forward, it is essential to determine sustainability beyond the presence and involvement of researchers.
Selective extraction and determination of sumatriptan succinate in human urine by synthesized thermosensitive molecularly imprinted poly(3-allyloxy-1, 2-propanediol/N-vinylcaprolactam)

ABSTRACT In this research, a drug-imprinted polymer upon polymerization was done with 3-allyloxy-1, 2-propanediol as a functional monomer, N-vinyl caprolactam as a thermosensitive monomer, N, N′-methylenebisacrylamide, as a cross-linker agent, sumatriptan succinate as a template and azobis isobutyronitrile as an initiator. The engineered drug-imprinted polymer was evaluated by Fourier transform infrared spectroscopy, thermogravimetric analysis, elemental analysis and scanning electron microscopy. The drug-imprinted polymer sorbent operated selective for sumatriptan succinate. This study examines the determination of sumatriptan succinate in human urine and plasma samples by high-performance liquid chromatography with great results.
A flexible, electrochromic, rechargeable Zn//PPy battery with a short circuit chromatic warning function

A rechargeable battery with both flexibility and electrochromism integrated into a single apparatus is a major component for smart flexible electronics. However, suitable electrode materials with electrochromic properties are still being searched for. Here, for the first time to the best of our knowledge, we realize a flexible, electrochromic and rechargeable battery by successfully matching electrochromic polypyrrole (PPy, as cathode) with zinc (Zn, as anode). The fabricated rechargeable Zn//PPy battery delivers a high capacity of 123 mA h gPPy−1. It possesses flexibility and an electrochromic capability of turning from black to yellow when the voltage changes from 1.2 to 0 V. Therefore, the battery exhibits a unique function of a short circuit chromatic warning which turns yellow at 0 V. Our battery, uniquely combined with these multiple smart features, represents solid progress in smart flexible electronics.
Conversations About Children When an Important Adult Is at End of Life: An Audit

Purpose: Health and social care professionals report it challenging to have conversations with families when an important adult in the life of a child is at end of life, often feeling this aspect of care is the responsibility of other colleagues. This study aimed to understand professionals’ perceived role in family-centered conversations as part of routine care at end of life, and how to promote this element of care in clinical practice. Methods: An audit was completed with 116 professionals who work in palliative care including doctors and nurses that attended a 2-day virtual congress. Results: Professionals (73.2%) felt confident about starting a conversation with adult patients at end of life about important children. However, enquiring about relationships with children was largely dependent on the age of the patient. 64.7% of respondents reported signposting families to websites and services that provide family support. Most professionals (76.7%) wanted training to equip them with the skills and confidence to having family-centered conversations at end of life, with videos demonstrating how to provide these elements of care the most preferred option. Conclusions: Short training resources should be developed to equip professionals with the necessary skills toward having conversations about children with patients and relatives in clinical appointments. There is a need for professionals to ask every patient about important relationships with children.
Stereological Changes in Microvascular Parameters in Hippocampus of a Transgenic Rat Model of Alzheimer’s Disease

Background: Microcirculatory factors play an important role in amyloid-β (Aβ)-related neuropathology in Alzheimer’s disease (AD). Transgenic (Tg) rat models of mutant Aβ deposition can enhance our understanding of this microvascular pathology. Objective: Here we report stereology-based quantification and comparisons (between- and within-group) of microvessel length and number and associated parameters in hippocampal subregions in Tg model of AD in Fischer 344 rats and non-Tg littermates. Methods: Systematic-random samples of tissue sections were processed and laminin immunostained to visualize microvessels through the entire hippocampus in Tg and non-Tg rats. A computer-assisted stereology system was used to quantify microvessel parameters including total number, total length, and associated densities in dentate gyrus (DG) and cornu ammonis (CA) subregions. Results: Thin hair-like capillaries are common near Aβ plaques in hippocampal subregions of Tg rats. There are a 53% significant increase in average length per capillary across entire hippocampus (p≤0.04) in Tg compared to non-Tg rats; 49% reduction in capillary length in DG (p≤0.02); and, higher microvessel density in principal cell layers (p≤0.03). Furthermore, within-group comparisons confirm Tg but not non-Tg rats have significant increase in number density (p≤0.01) and potential diffusion distance (p≤0.04) of microvessels in principal cell layers of hippocampal subregions. Conclusion: We show the Tg deposition of human Aβ mutations in rats disrupts the wild-type microanatomy of hippocampal microvessels. Stereology-based microvascular parameters could promote the development of novel strategies for protection and the therapeutic management of AD.
RhoGTPase Signalling in Cancer Progression and Dissemination.

Rho GTPases are a family of small G proteins that regulate a wide array of cellular processes related to their key roles controlling the cytoskeleton. On the other hand, cancer is a multi-step disease caused by the accumulation of genetic mutations and epigenetic alterations, from the initial stages of cancer development when cells in normal tissues undergo transformation, to the acquisition of invasive and metastatic traits, responsible for a large number of cancer related deaths. In this review, we discuss the role of Rho GTPase signalling in cancer in every step of disease progression. Rho GTPases contribute to tumour initiation and progression, by regulating proliferation and apoptosis, but also metabolism, senescence and cell stemness. Rho GTPases play a major role in cell migration, and in the metastatic process. They are also involved in interactions with the tumour microenvironment and regulate inflammation, contributing to cancer progression. After years of intensive research, we highlight the importance of relevant models in the Rho GTPase field, and we reflect on the therapeutic opportunities arising for cancer patients.
Prognostic Utility of Serum Biomarkers in Intracerebral Hemorrhage: A Systematic Review

Background. Intracerebral hemorrhage (ICH) accounts for 10–20% of all strokes and is associated with high morbidity and mortality. Recent studies have identified serum biomarkers as a means to improve outcome prognostication in poor grade ICH patients. Poor prognosis of ICH patients and complex pathophysiology of the disease necessitate prognostic serum biomarkers to help guide treatment recommendations. Objective. The objective is to systematically review all biomarkers used to predict long-term functional outcome in patients with spontaneous intracerebral hemorrhage. Results. We identified 36 studies investigating the predictive utility of 50 discrete biomarkers. Data from 4865 ICH patients were reviewed. Inflammatory biomarkers (11/50) were most often studied, followed by oxidative (8/50), then neuron and astrocyte-specific (7/50). S100 calcium binding protein B, white blood cell count, and copeptin were the most often studied individual biomarkers. The prognostic utility of 23 biomarkers was analyzed using receiver operating characteristic curves. Area under the curve (AUC) values for all available biomarkers except neutrophil/lymphocyte ratio were acceptable. Twenty of the 23 biomarkers were characterized by at least one excellent AUC value. Vascular endothelial growth factor, glial fibrillary astrocyte protein, and S100 calcium binding protein B were characterized by outstanding AUC. Conclusions. We identified the inflammatory and neuron and astrocyte-specific biomarker categories as having the greatest number of significant individual biomarker predictors of long-term outcome. Further investigation utilizing cross-validation of prediction models in a second independent group and blinded assessment of outcomes for the predictive utility of biomarkers in patients with ICH is warranted.
Silica Sulfuric Acid/NaNO2 as a Novel Heterogeneous System for the Chemoselective N‐Nitrosation of Secondary Amines under Mild Conditions.

Neat chlorosulfonic acid reacts with silica gel to give silica sulfuric acid in which sulfuric acid is immobilized on the surface of silica gel via a covalent bond. A combination of silica sulfuric acid and sodium nitritein the presence of wet SiO 2 was used as an effective nitrosating agent for the nitrosation of secondary amines to their corresponding nitroso derivatives under mild and heterogeneous conditions in excellent yields.
Normobaric Hypoxia Exposure on Substrate Oxidation Pattern: Sex Differences.

Context Hypoxic exposure has been associated with a metabolic perturbation that might affect basal energy expenditure (BEE). Objective The aim was to examine the metabolic response during hypoxic exposure of men and women adults. Design Crossover design with two experimental trials: normoxic and hypoxic exposure. Subjects and Methods Twenty-nine healthy subjects (14 women) participated in (1) control study (NOR), subjected first to normoxic exposure (FiO2 = 20.9%) and (2) after that, to passive normobaric hypoxic exposure study (HYP) (FiO2 = 15%). Respiratory gases and blood glucose samples were recorded every hour in hypoxia chamber (8 points in total), and blood lactate samples were collected at baseline, at 4 and 7 h to exposure. Results In females, basal energy expenditure was significantly higher at 2h, 4h, 6h and 7h compared with NOR group. Also, BEE was lower in females compared with men from 2h of hypoxia exposure. In the HYP group the blood lactate concentration increased significantly at 4h and 7 h relative to NOR group (P < 0.05) in males. Conclusion An exposure to moderate normobaric hypoxia did not alter metabolic response, but induced a different response on substrate oxidation in adults men and women.
A survey-based evaluation of ambulance staff awareness of vitamin D and risk of deficiency in a UK ambulance service

Background: Healthcare professions, shift-working and indoor-working are risk factors for vitamin D deficiency. The aim of this survey was to investigate ambulance staff awareness of vitamin D, and the risks associated with deficiency, to inform the need for appropriate well-being resources. Methods: A purpose-designed, 20-question survey was developed, based on a validated vitamin D questionnaire, to explore staff vitamin D knowledge and self-health in one UK ambulance service. Disseminated during June/July 2020, survey completion was voluntary, and responses obtained were analysed using descriptive and thematic approaches. Results: A total of 384 survey responses were received; 41% (n = 156) of respondents were male. Over half worked within emergency operational service delivery (57%; n = 219). Respondents were predominantly ‘White British’ (92%; n = 352). According to the Fitzpatrick Scale, most described themselves as having a ‘Medium, between white to moderate brown: sometimes mild burns, gradual tan’ complexion (47%; n = 182). The majority felt they got sufficient sunlight exposure when at home (66%; n = 253), but not at work (58%; n = 222). Almost one fifth (17%; n = 66) had received a diagnosis of vitamin D deficiency. Forty percent took vitamin D supplements: 12% (n = 45) as advised by a medical professional; 28% (n = 107) self-directed to prevent deficiency. The ability of respondents to recognise known factors that affect vitamin D production in the skin, good vitamin D food sources and individuals at risk of vitamin D deficiency were variable. Respondents commented on their lack of vitamin D awareness, vitamin supplementation, COVID-19, work arrangements and access to sunlight. Conclusions: Ambulance staff are at risk of vitamin D deficiency irrespective of their role: vitamin D awareness, access to sunlight and use of vitamin D supplements are variable. For affected individuals, the impact of vitamin D deficiency can be significant, requiring absence from work. The development of appropriate vitamin D and well-being resources appears to be warranted.
Impact of coronary calcification assessed by coronary CT angiography on treatment decision in patients with three-vessel CAD: insights from SYNTAX III trial

Abstract OBJECTIVES The aim of this study was to determine Syntax scores based on coronary computed tomography angiography (CCTA) and invasive coronary angiography (ICA) and to assess whether heavy coronary calcification significantly limits the CCTA evaluation and the impact of severe calcification on heart team’s treatment decision and procedural planning in patients with three-vessel coronary artery disease (CAD) with or without left main disease. METHODS SYNTAX III was a multicentre, international study that included patients with three-vessel CAD with or without left main disease. The heart teams were randomized to either assess coronary arteries with coronary CCTA or ICA. We stratified the patients based on the presence of at least 1 lesion with heavy calcification defined as arc of calcium >180° within the lesion using CCTA. Agreement on the anatomical SYNTAX score and treatment decision was compared between patients with and without heavy calcifications. RESULTS Overall, 222 patients with available CCTA and ICA were included in this trial subanalysis (104 with heavy calcification, 118 without heavy calcification). The mean difference in the anatomical SYNTAX score (CCTA derived—ICA derived) was lower in patients without heavy calcifications [mean (−1.96 SD; +1.96 SD) = 1.5 (−19.3; 22.4) vs 5.9 (−17.5; +29.3), P = 0.004]. The agreement on treatment decision did not differ between patients with (Cohen’s kappa 0.79) or without coronary calcifications (Cohen’s kappa 0.84). The agreement on the treatment planning did not differ between patients with (concordance 80.3%) or without coronary calcifications (concordance 82.8%). CONCLUSIONS An overall good correlation between CCTA- and ICA-derived Syntax score was found. The presence of heavy coronary calcification moderately influenced the agreement between CCTA and ICA on the anatomical SYNTAX score. However, agreement on the treatment decision and planning was high and irrespective of the presence of calcified lesions.
Symbols of Hope on Pediatric Oncology Ward: Children's Perspective Using Photovoice

Background Hope nurtures confidence and enhances positivity. It is known to be a critical factor in illness, recovery and healing. This study aimed to identify the views of hospitalized children with cancer about the circumstances and factors that create hope for them in the oncology ward. Methods: This qualitative study explored children's experiences using Photovoice, which is an arts-based approach. Twenty children aged 6–12 years diagnosed with various cancers at a Pediatric Hospital in Tehran, Iran, participated in this study. Participants were requested to take photographs of objects, circumstances, or anything that gave them hope or represented a sign of hope in the oncology ward. The photographs were then used to facilitate face-to-face interviews with these children. Data were analyzed using thematic analysis. Results: Data analysis revealed six main themes: emotional connectedness with nursing staff; the playroom as a means to soften the hospital space; the presence of a parent; symbols of recovery; a touch of nature in the hospital setting; and escaping the hospital cage. Discussion: Hopefulness among children can emanate from diverse events and circumstances within the hospital environment. Nurses and physicians need an understanding of children's perspectives to design interventions to improve hopefulness among hospitalized children with cancer.