Impacts of decision support systems on cognition and performance for intelligence-gathering path planning.

Decision Support Systems (DSS) are tools designed to help operators make effective choices in workplace environments where discernment and critical thinking are required for effective performance. Path planning in military operations and general logistics both require individuals to make complex and time-sensitive decisions. However, these decisions can be complex and involve the synthesis of numerous tradeoffs for various paths with dynamically changing conditions. Intelligence collection can vary in difficulty, specifically in terms of the disparity between locations of interest and timing restrictions for when and how information can be collected. Furthermore, plans may need to be changed adaptively mid-operation, as new collection requirements appear, increasing task difficulty. We tested participants in a path planning decision-making exercise with scenarios of varying difficulty in a series of two experiments. In the first experiment, each map displayed two paths simultaneously, relating to two possible routes for the two available trucks. Participants selected the optimal path plan, representing the best solution across multiple routes. In the second experiment, each map displayed a single path, and participants selected the best two paths sequentially. In the first experiment, utilizing the DSS was predictive of adoption of more heuristic decision strategies, and that strategic approach yielded more optimal route selection. In the second experiment, there was a direct effect of the DSS on increased decision performance and a decrease in perceived task workload.

From Genes to Ambiguity: A Case Study Exploring the Enigmatic Connection Between Chromosome 13q Deletion Syndrome and Ambiguous Genitalia.

During development, the deletion of DNA from chromosome 13's short arm (q) causes a chromosomal abnormality known as chromosome 13q deletion syndrome. Chromosome 13 terminal deletions are rare and may cause various congenital disabilities, and only a few cases have been reported in the literature. The extent of chromosome 13q deletion syndrome changes lacks consistent clinical features, with no recorded cases of genital ambiguity until now. We report the case of a newborn male patient whose testes had descended on both sides; he had ambiguous genitalia, and the dorsal surface of his penis was attached to his scrotal sac. An abnormal karyotype (46, XY, deletion (13) q33) was discovered by using a G-banding analysis of chromosomes in a blood sample taken from the periphery, which revealed a deletion of chromosome 13 at the end of the first 10 cells. We can better characterize chromosome 13q deletions by establishing stronger correlations between karyotype and the distinctive phenotypes of haploinsufficient genes found on the chromosome.

Barriers to help-seeking in medical students with anxiety at the University of South Carolina School of Medicine Greenville.

Anxiety levels in medical students have been reported as higher than the aged-matched general population, yet medical students are less likely to seek care for mental health issues. Medical students carry high levels of self-stigma about their own mental health and fear the negative consequences of seeking care. The purpose of this study was to examine the student population at the University of South Carolina School of Medicine Greenville (UofSC SOMG) for anxiety levels and determine the self-stigma attitudes this population carries. UofSC SOMG students were surveyed using the GAD7, questions about mental health stigma, and open-ended questions on barriers to mental health care in medical students. Anxiety levels were compared to student responses. 31% of students reported moderate-severe anxiety levels. Stigma was the most frequently listed barrier to care, however, students with moderate-severe anxiety were more likely to report cost as a barrier to care than students with minimal anxiety levels. Despite free and accessible mental health care, medical students at UofSC SOMG still have anxiety at rates higher than the general population. Future work should help to provide interventions to the barriers of care, so medical students can better utilize mental health care resources.

Health- and Performance-Related Outcomes in Air Force Medical Service Personnel with a Post-Deployment Mental Health Condition.

Background: This study examined associations between incident post-deployment mental health (PDMH) conditions and health- and performance-related outcomes in the population of Air Force Medical Service personnel on active duty between 2003 and 2013 who had at least one deployment. Methods: Using a posttest-only with nonequivalent groups design, the study cohort was divided into two groups based on the occurrence of an incident PDMH condition, and the groups were then compared in terms of the following health- and performance-related outcomes: health care and pharmaceutical utilization, duty and mobility restrictions, and physical fitness assessment exemptions and composite fitness score. Archival data were extracted from existing databases and associations were assessed using both parametric and nonparametric approaches. Results: The cohort comprised 12,216 participants, from which subcohorts were drawn to assess specific outcome measures. Participants with an incident PDMH used health care at 1.8 times the rate and were 6.2 times more likely to be classified as a high utilizer of health care as compared with those without a PDMH condition (controls). They were 2.1-103.0 times more likely to be prescribed one of 22 therapeutic classes of medication and were 2.4 times more likely to have polypharmacy than controls. They were 2.5 times more likely to have a duty or mobility restriction, and the ratio of days spent with a restriction to days without a restriction was 1.8 times that of controls. Lastly, they were 2.4 times more likely to have a physical fitness assessment exemption, but there was no significant difference in the likelihood of a composite fitness score of <90 points. Conclusions: The presence of an incident PDMH condition was associated with increased health care and pharmaceutical utilization and decreased occupational performance as assessed in terms of restricted duty status and participation in physical fitness assessments.

Identifying causal networks linking cancer processes and anti-tumor immunity using Bayesian network inference and metagene constructs.

Cancer arises from a deregulation of both intracellular and intercellular networks that maintain system homeostasis. Identifying the architecture of these networks and how they are changed in cancer is a pre-requisite for designing drugs to restore homeostasis. Since intercellular networks only appear in intact systems, it is difficult to identify how these networks become altered in human cancer using many of the common experimental models. To overcome this, we used the diversity in normal and malignant human tissue samples from the Cancer Genome Atlas (TCGA) database of human breast cancer to identify the topology associated with intercellular networks in vivo. To improve the underlying biological signals, we constructed Bayesian networks using metagene constructs, which represented groups of genes that are concomitantly associated with different immune and cancer states. We also used bootstrap resampling to establish the significance associated with the inferred networks. In short, we found opposing relationships between cell proliferation and epithelial-to-mesenchymal transformation (EMT) with regards to macrophage polarization. These results were consistent across multiple carcinomas in that proliferation was associated with a type 1 cell-mediated anti-tumor immune response and EMT was associated with a pro-tumor anti-inflammatory response. To address the identifiability of these networks from other datasets, we could identify the relationship between EMT and macrophage polarization with fewer samples when the Bayesian network was generated from malignant samples alone. However, the relationship between proliferation and macrophage polarization was identified with fewer samples when the samples were taken from a combination of the normal and malignant samples. © 2016 American Institute of Chemical Engineers Biotechnol. Prog., 32:470-479, 2016.