Workflow Optimization of World Micro, Inc. Quality Department

Our group member Nick is currently an intern at World Micro, which is an electronic components distributor for companies manufacturing a variety of commercial, aerospace and military products. When electrical components are purchased from the open market, they need to be traced back to the OEM (Original Equipment Manufacturer) or have a series of tests performed to verify that the parts are authentic and work. The current process time for World Micro’s quality testing and inspection is not efficient causing long lead times, extra work hours, and extra expenses in outsourcing services

Measurements of Arterial Occlusion Pressure Using Hand-held Devices

Use of blood flow restriction (BFR) during training has become increasingly popular due to the benefits over a wide range of applications. An essential component to the safe and effective use of BFR is the measurement of arterial occlusion pressure (AOP). PURPOSE: This study compared measures of AOP of the brachial artery using three devices and two cuff inflation methods. METHODS: Brachial artery AOP was measured in 20 males and 21 females simultaneously using Doppler ultrasound (US), a handheld Doppler (HHDOP) and a pulse oximeter (PO) once when inflating the cuff with a clinical grade Hokanson (HOK) rapid cuff inflation system and twice manually (MAN) with a sphygmomanometer. RESULTS: A mixed model ANOVA revealed small but significant (p \u3c 0.05) overall main effects between AOP measured using the HOK (120.4 ± 1.98) and MAN (122.2 ± 2.0) cuff inflation methods, between US (122.0 ± 1.97), HHDOP (121.6 ± 2.0) and PO (120.5 ± 2.0) measurements of AOP, and between males (127.6 ± 2.83) and females (115.2 ± 2.7). Further analyses indicated that the small overall difference between US and PO (1.56 ± 0.52) measures of AOP was significant (pp\u3e0.05). Trial-to-trial variance in measures of AOP using US, HHDOP and PO were negligible. Bland-Altman plots revealed reasonable limits of agreement for both HHDOP (±4.46 mmHg) and PO (±5.47 mmHg) measures of AOP. CONCLUSIONS: The small differences in US, HHDOP and PO measures of AOP measurements using HOK and MAN cuff inflation methods are of little practical significance. Manual inflation of the pressure cuff provides comparable AOP values compared to when using a clinical grade cuff inflation system. Practitioners can be confident in measures of AOP using a quality hand-held doppler or pulse oximeter prior to blood flow restriction training

scite: A Smart Citation Index that Displays the Context of Citations and Classifies Their Intent Using Deep Learning

Citation indices are tools used by the academic community for research and research evaluation that aggregate scientific literature output and measure impact by collating citation counts. Citation indices help measure the interconnections between scientific papers but fall short because they fail to communicate contextual information about a citation. The use of citations in research evaluation without consideration of context can be problematic because a citation that presents contrasting evidence to a paper is treated the same as a citation that presents supporting evidence. To solve this problem, we have used machine learning, traditional document ingestion methods, and a network of researchers to develop a “smart citation index” called scite, which categorizes citations based on context. Scite shows how a citation was used by displaying the surrounding textual context from the citing paper and a classification from our deep learning model that indicates whether the statement provides supporting or contrasting evidence for a referenced work, or simply mentions it. Scite has been developed by analyzing over 25 million full-text scientific articles and currently has a database of more than 880 million classified citation statements. Here we describe how scite works and how it can be used to further research and research evaluation

Rhizosphere Microbiomes in a Historical Maize-Soybean Rotation System Respond to Host Species and Nitrogen Fertilization at the Genus and Subgenus Levels

Root-associated microbes are key players in plant health, disease resistance, and nitrogen (N) use efficiency. It remains largely unclear how the interplay of biological and environmental factors affects rhizobiome dynamics in agricultural systems. In this study, we quantified the composition of rhizosphere and bulk soil microbial communities associated with maize (Zea mays L.) and soybean (Glycine max L.) in a long-term crop rotation study under conventional fertilization and low-N regimes. Over two growing seasons, we evaluated the effects of environmental conditions and several treatment factors on the abundance of rhizosphere- and soil-colonizing microbial taxa. Time of sampling, host plant species, and N fertilization had major effects on microbiomes, while no effect of crop rotation was observed. Using variance partitioning as well as 16S sequence information, we further defined a set of 82 microbial genera and functional taxonomic groups at the subgenus level that show distinct responses to treatment factors. We identified taxa that are highly specific to either maize or soybean rhizospheres, as well as taxa that are sensitive to N fertilization in plant rhizospheres and bulk soil. This study provides insights to harness the full potential of soil microbes in maize and soybean agricultural systems through plant breeding and field management

Does Patient Age and Criticality Affect the Paramedic Student\u27s Opportunity to be a Team Leader?

Throughout various health-professions education, it is common for student learners to follow preceptor experts in the clinical environment. Depending on the profession, some students may encounter various age groups and various severities of patient presentations. This research in emergency medical services (EMS) education sought to investigate whether the age and acuity of the patient influences the paramedic student’s opportunity to act as a team leader during pre-hospital internship experiences. A retrospective review of student records in FISDAP, a national online EMS student tracking system, was completed. 537,343 patient encounters among 5,720 students from January 2010 to December 2018 were analyzed; statistical analysis included the use of odds ratios. Results found that paramedic students led less pediatric encounters than adult encounters. Paramedic students were significantly less likely to lead calls with all pediatric age groups across increasing levels of acuity with the exception of 3-12 year-old patients who were “critical” or had a “life-threatening illness/injury”; in this case, they were just as likely as their preceptors to lead the pre-hospital team. Additionally, paramedic students across the nation generally led a higher percentage of “critical” encounters than “non-critical” encounters (46.26% to 26.63%) during their field internships. When considering clinical experiences for health-profession learners, using this research from EMS education as proxy may help clinical educators develop more effective training for preceptors and clinical sites to preemptively address this phenomenon. Specifically, preceptors should be educated to allow increased opportunities (when available and appropriate) for students to act with more autonomy among pediatric populations in the clinical learning environment. Ideally this increased exposure and practice will help build future generations of more prepared and more experienced healthcare professionals

Carotenoid skin ornaments as flexible indicators of male foraging behavior in a marine predator: Variation among Mexican colonies of brown booby ( Sula leucogaster )

Carotenoid-dependent ornaments can reflect animals’ diet and foraging behaviors. However, this association should be spatially flexible and variable among populations to account for geographic variation in optimal foraging behaviors. We tested this hypothesis using populations of a marine predator (the brown booby, Sula leucogaster) that forage across a gradient in ocean depth in and near the Gulf of California. Specifically, we quantified green chroma for two skin traits (foot and gular color) and their relationship to foraging location and diet of males, as measured via global positioning system tracking and stable carbon isotope analysis of blood plasma. Our three focal colonies varied in which foraging attributes were linked to carotenoid-rich ornaments. For gular skin, our data showed a shift from a benthic prey-green skin association in the shallow waters in the north to a pelagic prey-green skin association in the deepest waters to the south. Mean foraging trip duration and distance of foraging site from coast also predicted skin coloration in some colonies. Finally, brown booby colonies varied in which trait (foot versus gular skin color) was associated with foraging metrics. Overall, our results indicate that male ornaments reflect quality of diet and foraging–information that may help females select mates who are adapted to local foraging conditions and therefore, are likely to provide better parental care. More broadly, our results stress that diet-dependent ornaments are closely linked to animals’ environments and that we cannot assume ornaments or ornament signal content are ubiquitous within species, even when ornaments appear similar among populations