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The document discusses staffing levels and full-time equivalent (FTE) calculations for the hematology department. It details that there are 4 full-time positions for hematology, coagulation, and urinalysis testing across all three shifts, plus two 16-hour per week part-time positions across all shifts. Additionally, there are 4 full-time special coagulation positions that work Monday through Friday from 7am to 3pm. It provides the calculations for determining the annual hours and FTEs for full-time staff as well as part-time staff.
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Mutation Testing for Task-Oriented Chatbots
Conversational agents, or chatbots, are increasingly used to access all sorts of services using natural language. While open-domain chatbots - like ChatGPT - can converse on any topic, task-oriented chatbots - the focus of this paper - are designed for specific tasks, like booking a flight, obtaining customer support, or setting an appointment. Like any other software, task-oriented chatbots need to be properly tested, usually by defining and executing test scenarios (i.e., sequences of user-chatbot interactions). However, there is currently a lack of methods to quantify the completeness and strength of such test scenarios, which can lead to low-quality tests, and hence to buggy chatbots.
To fill this gap, we propose adapting mutation testing (MuT) for task-oriented chatbots. To this end, we introduce a set of mutation operators that emulate faults in chatbot designs, an architecture that enables MuT on chatbots built using heterogeneous technologies, and a practical realisation as an Eclipse plugin. Moreover, we evaluate the applicability, effectiveness and efficiency of our approach on open-source chatbots, with promising results.
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
Folding is a recent technique for building efficient recursive SNARKs. Several elegant folding protocols have been proposed, such as Nova, Supernova, Hypernova, Protostar, and others. However, all of them rely on an additively homomorphic commitment scheme based on discrete log, and are therefore not post-quantum secure. In this work we present LatticeFold, the first lattice-based folding protocol based on the Module SIS problem. This folding protocol naturally leads to an efficient recursive lattice-based SNARK and an efficient PCD scheme. LatticeFold supports folding low-degree relations, such as R1CS, as well as high-degree relations, such as CCS. The key challenge is to construct a secure folding protocol that works with the Ajtai commitment scheme. The difficulty, is ensuring that extracted witnesses are low norm through many rounds of folding. We present a novel technique using the sumcheck protocol to ensure that extracted witnesses are always low norm no matter how many rounds of folding are used. Our evaluation of the final proof system suggests that it is as performant as Hypernova, while providing post-quantum security.
Paper Link: https://eprint.iacr.org/2024/257
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Donna dickerson group project healthcare finance powerpoint
- 1. Hematology Group project Donna Dickerson
- 2. Department Employees • Hematology, coagulation, and urinalysis – 4 full time positions for all three shifts and two positions totaling 16 hours per position for all three shifts • Special Coagulations – 4 full time positions that run from 7a.m. – 3p.m. Mon – Fri.
- 3. FTE Calculations • 1 person x 8 hr/day x 5 day/week x 52 weeks/year = 2080 hrs per year • 12 shifts per day: 2080 x 12 = 24,960 hours per year • 2 part time positions: 8 hours x 16hrs/week x 52 weeks/year = 832 hours per year • 832 hours x 6 positions = 4992 hours per year • Special coagulation: 2080 hrs/yr x 4 8320 hrs/yr
- 4. references • References • Laboratory Services Department, 2012. Retrieved from http://www.backushospital.org • How to Calculate FTE’s, 2012. Retrieved from http://www.anfponline.org
Editor's Notes
- The particular department this system will focus on will be the hematology department. This department focuses on three primary areas of testing which are: hematology, coagulation, and urinalysis. There are two subspecialties which are special coagulation and immunology. The lab operates 7 days a week and 24 hours a day for routine and stat testing. The special coagulations part of the lab operates Mon. – Fri. from 7-3 (Laboratory Service Departments, 2012).
- There are calculations that can be run to justify the amount of hours needed to run this department. This can be done using (FTE) Full Time Equivalent calculations. Based on this there are 3 departments that run 24 hours a day. This would require 4 full time positions for all three of these departments per shift and 4 positions that would require 16 hours for each department per shift. (How to Calculate FTE’s, 2012)