Miracle-dz/UniFAR-FTUs huggingface dataset:
Magnetic properties experiments and the Surface Stereo Imager calibration target onboard the Mars Phoenix 2007 Lander: Design, calibration, and science goals

[1] The first NASA scout mission to Mars, Phoenix, launched 4 August will land in the northern part of Mars in the locality of 68°N and 233°E on 25 May 2008. Part of the science payload is the Magnetic Properties Experiments (MPE) that consists of two main experiments: the Improved Sweep Magnet Experiment (ISWEEP) and 10 sets of two Microscopy, Electrochemistry, and Conductivity Analyzer (MECA) magnet substrates with embedded permanent magnets of different strength. The ISWEEP experiment is, as the name indicates, an improved version of the Sweep Magnet Experiments flown onboard the two Mars Exploration Rovers (MERs) Spirit and Opportunity. The sweep magnet is ring shaped and is designed to allow only nonmagnetic particles to enter a small circular area at the center of the surface of this structure. Results from this experiment have shown that on the MERs hardly any particles can be detected in the central area of this ring-shaped magnet. From this we have concluded that essentially all particles in the Martian atmosphere are magnetic in the sense that they are attracted to permanent magnets. In order to improve the sensitivity of the Sweep Magnet Experiment for detection of nonmagnetic or very weakly magnetic particles, the ISWEEP holds six ring-shaped magnets, somewhat larger than the sweep magnet of the MERs, and with six different background colors in the central area. The six different colors provide new possibilities for improved contrast between these background colors, i.e., any putative nonmagnetic particles should render these more easily detectable. The Surface Stereo Imager will also take advantage of the small clean areas in the ISWEEPs and use the presumably constant colors for radiometric calibration of images. The MECA magnets work as substrates in the MECA microscopy experiments; they are built to attract and hold magnetic particles from dust samples. The collected dust will then be examined by the optical microscope and the atomic force microscope in the MECA package.
Effect of Fatigue Training on Safety, Fatigue, and Sleep in Emergency Medical Services Personnel and Other Shift Workers: A Systematic Review and Meta-Analysis

Abstract Background: Fatigue training may be an effective way to mitigate fatigue-related risk. We aimed to critically review and synthesize existing literature on the impact of fatigue training on fatigue-related outcomes for Emergency Medical Services (EMS) personnel and similar shift worker groups. Methods: We performed a systematic literature review for studies that tested the impact of fatigue training of EMS personnel or similar shift workers. Outcomes of interest included personnel safety, patient safety, personnel performance, acute fatigue, indicators of sleep duration and quality, indicators of long-term health (e.g., cardiovascular disease), and burnout/stress. A meta-analysis was performed to determine the impact of fatigue training on sleep quality. Results: Of the 3,817 records initially identified for review, 18 studies were relevant and examined fatigue training in shift workers using an experimental or quasi-experimental design. Fatigue training improved patient safety, personal safety, and ratings of acute fatigue and reduced stress and burnout. A meta-analysis of five studies showed improvement in sleep quality (Fixed Effects SMD −0.87; 95% CI −1.05 to −0.69; p < 0.00001; Random Effects SMD −0.80; 95% CI −1.72, 0.12; p < 0.00001). Conclusions: Reviewed literature indicated that fatigue training improved safety and health outcomes in shift workers. Further research is required to identify the optimal components of fatigue training programs to maximize the beneficial outcomes.
Thalassiosira spp. community composition shifts in response to chemical and physical forcing in the northeast Pacific Ocean

Diatoms are genetically diverse unicellular photosynthetic eukaryotes that are key primary producers in the ocean. Many of the over 100 extant diatom species in the cosmopolitan genus Thalassiosira are difficult to distinguish in mixed populations using light microscopy. Here, we examine shifts in Thalassiosira spp. composition along a coastal to open ocean transect that encountered a 3-month-old Haida eddy in the northeast Pacific Ocean. To quantify shifts in Thalassiosira species composition, we developed a targeted automated ribosomal intergenic spacer analysis (ARISA) method to identify Thalassiosira spp. in environmental samples. As many specific fragment lengths are indicative of individual Thalassiosira spp. , the ARISA method is a useful screening tool to identify changes in the relative abundance and distribution of specific species. The method also enabled us to assess changes in Thalassiosira community composition in response to chemical and physical forcing. Thalassiosira spp. community composition in the core of a 3-month-old Haida eddy remained largely (>80%) similar over a 2-week period, despite moving 24 km southwestward. Shifts in Thalassiosira species correlated with changes in dissolved iron (Fe) and temperature throughout the sampling period. Simultaneously tracking community composition and relative abundance of Thalassiosira species within the physical and chemical context they occurred allowed us to identify quantitative linkages between environmental conditions and community response.
Bounding the Probability of Resource Constraint Violations in Multi-Agent MDPs

Multi-agent planning problems with constraints on global resource consumption occur in several domains. Existing algorithms for solving Multi-agent Markov Decision Processes can compute policies that meet a resource constraint in expectation, but these policies provide no guarantees on the probability that a resource constraint violation will occur. We derive a method to bound constraint violation probabilities using Hoeffding's inequality. This method is applied to two existing approaches for computing policies satisfying constraints: the Constrained MDP framework and a Column Generation approach. We also introduce an algorithm to adaptively relax the bound up to a given maximum violation tolerance. Experiments on a hard toy problem show that the resulting policies outperform static optimal resource allocations to an arbitrary level. By testing the algorithms on more realistic planning domains from the literature, we demonstrate that the adaptive bound is able to efficiently trade off violation probability with expected value, outperforming state-of-the-art planners.
An Outcome Analysis of Brachioplasty Techniques Following Massive Weight Loss

Body contouring following massive weight loss (MWL) has gained in popularity. The demand for upper arm contouring procedures has increased, and we elected to evaluate our results, complications, and patient satisfaction with brachioplasty techniques in MWL patients.A retrospective review was performed on all patients who underwent a brachioplasty procedure. Patient demographics and risk factors were queried. We evaluated surgical techniques and outcomes.Thirty-one patients underwent a bilateral brachioplasty, with an average follow-up of 16 months. The surgical technique included double ellipse n = 16, and L-shaped n = 15. The average weight loss before the procedure was 146 pounds, and the average body mass index at the time of the surgery was 30. Risk factors were present in 68% of the patients. The complication rate was 22%, including cellulitis, hematoma, infection, delayed healing, and lymphocele. The revision rate was 16%, most being minor scar revisions for contour improvement. Patient satisfaction scores included overall satisfaction 4.3/5, contour improvement 4.3/5, symptomatic improvement 4.9/5, and scar appearance 3.9/5. Most patients (94%) reported improved self-esteem, 94% being more comfortable wearing short sleeve shirts, and 94% would undergo the procedure again.Brachioplasty is a relatively safe and effective procedure for upper body contouring in the MWL patient. Complications are minor, and small revisions in contour are not uncommon. Patients report improvement in contour and self-esteem, and a high level of satisfaction with this procedure, despite the potential for an unfavorable scar.
Personalizing lung cancer risk prediction and imaging follow-up recommendations using the National Lung Screening Trial dataset

Objective To demonstrate a data-driven method for personalizing lung cancer risk prediction using a large clinical dataset. Materials and Methods An algorithm was used to categorize nodules found in the first screening year of the National Lung Screening Trial as malignant or nonmalignant. Risk of malignancy for nodules was calculated based on size criteria according to the Fleischner Society recommendations from 2005, along with the additional discriminators of pack-years smoking history, sex, and nodule location. Imaging follow-up recommendations were assigned according to Fleischner size category malignancy risk. Results Nodule size correlated with malignancy risk as predicted by the Fleischner Society recommendations. With the additional discriminators of smoking history, sex, and nodule location, significant risk stratification was observed. For example, men with ≥60 pack-years smoking history and upper lobe nodules measuring >4 and ≤6 mm demonstrated significantly increased risk of malignancy at 12.4% compared to the mean of 3.81% for similarly sized nodules (P < .0001). Based on personalized malignancy risk, 54% of nodules >4 and ≤6 mm were reclassified to longer-term follow-up than recommended by Fleischner. Twenty-seven percent of nodules ≤4 mm were reclassified to shorter-term follow-up. Discussion Using available clinical datasets such as the National Lung Screening Trial in conjunction with locally collected datasets can help clinicians provide more personalized malignancy risk predictions and follow-up recommendations. Conclusion By incorporating 3 demographic data points, the risk of lung nodule malignancy within the Fleischner categories can be considerably stratified and more personalized follow-up recommendations can be made.
Otolith Chemistry Reflects Frontal Systems in the Antarctic Circumpolar Current

Pronounced environmental trends across fronts suggest that the otolith chemistry of oceanic fish can resolve zones on either side, promoting application to population questions at similar spatial scales. Trace and minor elements laid down immediately prior to capture—along the edges of otoliths from Patagonian toothfish Dissostichus eleginoides—discriminated frontal zones in the Antarctic Circumpolar Current in the Southwestern Atlantic Ocean. Mean values differentiated sampling areas by up to 2.6 standard deviations, suggesting: (1) otolith Mg/Ca enrichment related to fish activity around the Burdwood Bank; (2) Mn/Ca enrichment associated with South America; (3) Sr/Ca linked to the presence of Circumpolar Deep Water; and (4) Ba/Ca to nutrient production and mixing. In the Polar Frontal Zone, meanders or eddies may account for affinities with neighbouring sampling areas, bringing water from the Subantarctic and Antarctic Zones onto the North Scotia Ridge. Moreover, fish age showed a significant relationship with depth and improved cross-validation by 14%, giving 85% classification rates to South American and Antarctic regions, and 57tο 83% to areas along the Patagonian Shelf. These results indicate that otolith chemistry reflects hydrography, detecting oceanic gradients across the slope of continental shelves and between zones separated by strong trends like fronts.
A geophysical interpretation of the secular displacement and gravity rates observed at Ny-Ålesund, Svalbard in the Arctic—effects of post-glacial rebound and present-day ice melting

SUMMARY We have analysed the Ny-Alesund very long baseline interferometry (VLBI) data over the period 1994 August to 2004 May, and we obtain secular displacement rates relative to a NNR-NUVEL-1A reference frame of 0.2 ± 0.5 mm yr −1 , −1.7 ± 0.5 mm yr −1 and 4.8 ± 1.1 mm yr −1 for the north, east and vertical directions, respectively. The corresponding global positioning system (GPS) station displacement rates relative to the same reference frame for the north, east, and vertical directions are 0.2 ± 0.6 mm yr −1 , −2.3 ± 0.6 mm yr −1 , and 6.4 ± 1.5 mm yr −1 at NYA1 and -−0.1 ± 0.5 mm yr −1 , −1.6 ± 0.5 mm yr −1 , and 6.9 ± 0.9 mm yr −1 at NALL, where these GPS rates were derived from the ITRF2000 velocity solution of Heflin. From the comparison at 25 globally distributed collocated sites, we found that the difference in uplift rate between VLBI and GPS at Ny-Alesund is mainly due to a GPS reference frame scale rate error corresponding to 1.6 mm yr −1 in the GPS vertical rates. The uplift rate was estimated to be 5.2 ± 0.3 mm yr −1 from the analysis of the tide gauge data at Ny-Alesund. Hence the uplift rates obtained from three different kinds of data are very consistent each other. The absolute gravity (AG) measurements at Ny-Alesund, which were carried out four times (period: 1998‐2002) by three different FG5 absolute gravimeters, lead to a decreasing secular rate of −2.5 ± 0.9 μGal yr −1 (1 μGal = 10 −8 ms −2 ). In this analysis, the actual data obtained from a superconducting gravimeter at Ny-Alesund were used in the corrections for the gravity tide (including the ocean tide effect) and for the air pressure effect. We have
Effect of ozone on papermaking properties and fibre morphology

EFPG has launched a study on the effect of ozone on fibre characteristics and papermaking properties including the refining and behaviour in the wet end part of the paper machine. In a first part a Nordic softwood kraft pulp with a starting kappa number of 26.4 was used. It was bleached with a control DEDED sequence and an ozone based sequence ZDEDD.The objective being to study the effect of ozone on fibre characteristics, a significant amount of ozone was applied on the unbleached kraft pulp (up to 0,8%). These two bleached pulps were refined in a PFI mill. During refining the ozone treated pulp presented slightly lower bulk and air permeability values than the DEDED bleached pulp. The strength properties (tear index, breaking length) were similar for the two pulps. The Morfi equipment was used to analyse some morphological characteristics of the unrefined pulps: the ozone bleached pulp fibres had a slightly higher curl and macro-fibrils content and a slightly lower width than the control bleached pulp fibres. The ESM observation of the fibres concluded that the ozone bleached fibres seemed more flexible and collapsed than the DEDED bleached fibres. Furthermore the ozone treated fibres presented a more pronounced detachment of macrofibrils. These characteristics explain the lower bulk and air permeability. In a second part a similar study was done on a hardwood pulp (Eucalyptus kraft pulp), which did not lead to the same conclusions as for the softwood kraft pulp.
Derivation of Midinfrared (5-25/ m) Optical of Some Silicates and Palagonite Constants

The midinfrared 2000-400 cm-1 (5-25 _m) optical constants (real (n) and imaginary (k) indices of refraction) are presented for: (1) pyrophyllite; (2) kaolinite; (3) serpentine; (4) montmorillonite; (5) saponite; (6) palagonite; and (7) orthopyroxene. Comparison of the values derived here with those previously presented for serpentine, montmorillonite, and palagonite is generally quite good and discrepancies between values are probably due to either chemical differences between the actual samples or different techniques used to derive the values. For montmorillonite, saponite, and palagonite we were able to derive optical constants in the region of the H20-bending fundamental near 6 _tm. We find that if a pellet of pure material can be produced with a mirror-like surface then the optical constants of clays and other noncohesive materials can be readily derived.
Minimal access versus conventional aortic valve replacement: a meta-analysis of propensity-matched studies.

Conventional aortic valve replacement (CAVR) via a full sternotomy is the standard surgical approach for aortic valve replacement. Minimal access aortic valve replacement (MAAVR) is commonly performed via a partial sternotomy and a right minithoracotomy. Such procedures aim not only to reduce the invasiveness but to offer the same quality, safety and results of the conventional approach. Our goal was to compare both procedures by performing a meta-analysis of reports with risk adjustment that performed a propensity-matched analysis. Relevant articles were searched for in Medline, the Cochrane Database of Systematic Reviews and the Scopus database based on predefined criteria and end-points. The early and late outcomes and complications were compared in the selected studies. A total of 4558 patients from 9 studies were enrolled; 2279 (50%) underwent CAVR and 2279 (50%) underwent MAAVR. There was a significantly lower rate of postoperative low output syndrome (1.4% vs 2.3%, P = 0.05) and atrial fibrillation (11.7% vs 15.9%, P = 0.01) in the MAAVR than in the CAVR group, respectively. In contrast, aortic cross-clamp and cardiopulmonary bypass times were significantly longer in the MAAVR group (P < 0.05). Finally, the incidence of early deaths (1.5% vs 2.2%, P = 0.14), stroke (1.4% vs 2%, P = 0.20), myocardial infarction (0.4% vs 0.5%, P = 0.65), renal injury (4.5% vs 6%, P = 0.71), respiratory complications (9% vs 10.1%, P = 0.45), re-exploration for bleeding (4.9% vs 4.1%, P = 0.27) and pacemaker implantation (3.3% vs 4.1%, P = 0.31) was similar in both groups, respectively. In summary, even though MAAVR procedure, either through partial sternotomy or right minithoracotomy, provides patient satisfaction due to the smaller incision and better cosmetics, MAAVR is as safe as the CAVR procedure. Although MAAVR takes slightly longer, it was not associated with greater cardiopulmonary bypass-related adverse effects. Interestingly, MAAVR shows a lower incidence of low cardiac output syndrome and atrial fibrillation.
“I love my sister, but sometimes I don't”: A qualitative study into the experiences of siblings of a child with profound intellectual and multiple disabilities†

ABSTRACT Background Many previous family quality of life studies have relied on parental information for understanding if and how having a sibling with profound intellectual and multiple disabilities (PIMD) influences the sibling’s quality of life. In the current study, children had the opportunity to describe both positive and negative aspects of having a sibling with PIMD. Method Photo elicitation interviews were conducted with 18 children (6–13 years old) and thematically analysed using the following domains: joint activities, mutual understanding, private time, acceptance, forbearance, trust in wellbeing, exchanging experiences, social support, and dealing with the outside world. Results Overall, the children described both positive and negative experiences, indicating that having a sibling with PIMD influenced their quality of life in multiple ways. Most mentioned were experiences classified in the joint activities domain. Conclusion Having a sibling with PIMD influences the life of the interviewed children both positively and negatively. Both the opportunity for shared activities with the sibling with PIMD and moments of private time are important for sibling quality of life.
Noninvasive Assessment of IDH Mutational Status in World Health Organization Grade II and III Astrocytomas Using DWI and DSC-PWI Combined with Conventional MR Imaging

BACKGROUND AND PURPOSE: Isocitrate dehydrogenase (IDH) has been shown to have both diagnostic and prognostic implications in gliomas. The purpose of this study was to examine whether DWI and DSC-PWI combined with conventional MR imaging could noninvasively predict IDH mutational status in World Health Organization grade II and III astrocytomas. MATERIALS AND METHODS: We retrospectively reviewed DWI, DSC-PWI, and conventional MR imaging in 42 patients with World Health Organization grade II and III astrocytomas. Minimum ADC, relative ADC, and relative maximum CBV values were compared between IDH-mutant and wild-type tumors by using the Mann-Whitney U test. Receiver operating characteristic curve and logistic regression were used to assess their diagnostic performances. RESULTS: Minimum ADC and relative ADC were significantly higher in IDH-mutated grade II and III astrocytomas than in IDH wild-type tumors (P < .05). Minimum ADC with the cutoff value of ≥1.01 × 10−3 mm2/s could differentiate the mutational status with a sensitivity, specificity, positive predictive value, and negative predictive value of 76.9%, 82.6%, 91.2%, and 60.5%, respectively. The threshold value of <2.35 for relative maximum CBV in the prediction of IDH mutation provided a sensitivity, specificity, positive predictive value, and negative predictive value of 100.0%, 60.9%, 85.6%, and 100.0%, respectively. A combination of DWI, DSC-PWI, and conventional MR imaging for the identification of IDH mutations resulted in a sensitivity, specificity, positive predictive value, and negative predictive value of 92.3%, 91.3%, 96.1%, and 83.6%. CONCLUSIONS: A combination of conventional MR imaging, DWI, and DSC-PWI techniques produces a high sensitivity, specificity, positive predictive value, and negative predictive value for predicting IDH mutations in grade II and III astrocytomas. The strategy of using advanced, semiquantitative MR imaging techniques may provide an important, noninvasive, surrogate marker that should be studied further in larger, prospective trials.
The Palmer LTER: A Long-Term Ecological Research Program at Palmer Station, Antarctica

T H E ANTARCTIC marine ecosystem--the assemblage of plants, animals, ocean, sea ice, and island components south of the Antarctic Convergence-is among the largest readily defined ecosystems on Earth (36 × 106 knl ~) (Hedgpeth, 1977; Petit et aI., 1991). This ecosystem is composed of an interconnected system of functionally distinct hydrographic and biogeochemical subdivisions (Treguer and Jacques, 1992) and includes open ocean, frontal regions, shelf-slope waters, sea ice, and marginal ice zones. Oceanic, atmospheric, and biogeochemical processes within this system are thought to be globally significant, have been infrequently studied, and are poorly understood relative to more accessible marine ecosystems (Harris and Stonehouse, 1991; Johannessen et al., 1994). The Palmer Long-Term Ecological Research (Palmer LTER) area west of the Antarctic Peninsula (Fig. la) is a complex combination of a coastal/continental shelf zone and a seasonal sea ice zone, because this area is swept by the yearly advance and retreat of sea ice. The Palmer LTER program is a