Diaz Dencker (angorawasher99)
We conducted performance verification on the data set provided by DeepCrispr, and found that the auROC and auPRC in the "leave-one-sgRNA-out" cross validation could reach 0.957 and 0.429 respectively (the Pearson value and spearman value could reach 0.495 and 0.151 respectively under the same settings). CONCLUSION Our results show that CnnCrispr has better classification and regression performance than the existing states-of-art models. The code for CnnCrispr can be freely downloaded from https//github.com/LQYoLH/CnnCrispr.This study contributes to the understanding of organizational citizenship behavior (OCB) and extending the application of institutional anomie theory (IAT). Employing a multilevel moderation framework, this paper explored the influence of employees' perceived institutional importance to their demonstration of OCB and the moderating impacts of organizational norms on this relationship. Utilizing data of 243 employees from 34 banks in the Philippines, results of the hierarchical linear modeling (HLM) analysis revealed the positive influence of the importance of the economy, family, polity, and religion on employees' citizenship acts. Furthermore, goal emphasis and socio-emotional support have significant interacting effects on the association between perceived institutional importance and OCB.OBJECTIVE This study aimed to examine the rate at which persons with psychiatric disorders were victims of violence by reference relatives and the extent to which victimization and perpetration co-occurred in this population. METHODS A total of 523 adults with a psychiatric disorder completed an online survey. Chi-square and Fisher's exact tests were computed. RESULTS Since first diagnosis, 25% and 26% of respondents reported having been a victim of violence by reference relatives and having committed violence toward reference relatives, respectively. Thirteen percent of respondents reported having been a victim of violence by reference relatives, and 12% reported having committed violence toward reference relatives in the past 6 months. Victimization and perpetration often co-occurred. CONCLUSIONS The risk of victimization and perpetration of family violence among persons with psychiatric disorders should be acknowledged. Assessing for risk of perpetrating family violence and intervening in such cases should entail assessing for and/or addressing victimization, and vice versa.Physician-assisted death is becoming legal in an increasing number of jurisdictions, but psychiatric patients are often explicitly excluded. However, in some countries, including the Netherlands, physician-assisted death of psychiatric patients is allowed. This Open Forum describes a patient with schizophrenia and symptoms diagnosed as refractory musical hallucinations. The patient requested assistance in dying only to recover after a mandatory second opinion, where his complaints were recognized as intrusive thoughts and treated accordingly. This case is used to reflect on how to deal with uncertainty about physician-assisted death of psychiatric patients and to argue for implementation of a due-diligence procedure, such as the one proposed in the Dutch Psychiatric Association's recent guideline concerning this issue.Evidence-based depression treatment in primary care is well established. However, clinicians are less likely to be trained to diagnose and treat anxiety disorder, which is frequently comorbid, poses an independent risk for suicidality, and complicates disease management. The University of North Carolina's Internal Medicine Clinic developed a measurement-guided approach to identifying and treating anxiety disorder using the seven-item Generalized Anxiety Disorder Scale, treatment algorithms, medication charts, case-based training for best practices, onsite behavioral counseling, and psychiatric consultation. NAMASTE (new anxiety management algorithm standardizing treatment experience) offers a treatment approach for primary care and a