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Consider the following (one-sentence only) ground truth for SRL labeling: GT: “she ate an apple also” -> [she]arg0 [ate] pred [an apple]arg1 also And these three system outputs: System 1:She           ate       an             apple      alsoB-ARG0   B-V     B-ARG1    I-ARG1    O System 2:She           ate      an             apple      alsoB-ARG0   B-V     I-ARG1    I-ARG1     O System 3:She         ate      an             apple         alsoB-ARG0  B-V     O             I-ARG1      B-ARGM-TMP Select the correct SRL-adapted Precision and Recall formula for these outputs. Use these formulas: P=TP/(TP+FP)R=TP/(TP+FN) No need to compute the actual answer.  Notes: (a) Include B-V in your calculations.(b) Keep in mind that mismatched non-O labels (sys&GT) could be considered a false positive or a false negative. (Module 11 video specifies the assumption used in this course.)(c) O in system output can be either true negative or false negative.(Module 11 video specifies the distinction between these.)

(This description appears both in the previous question and in this one, but the question asked is different–read carefully.) As highlighted in Module 11, recent NLP models tend toward architectures based on neural nets and transformers, including bidirectional transformers such as BERT. This question tests your understanding of the distinctions among models. In Module 11, you learned about traditional neural network frameworks (the top part of the diagram below), transformers (the bottom part of the diagram below), and mechanisms employed in BERT. Based on this background, which answer is true below?

True/False: Nonverbal cues such as crossed arms or lack of eye contact may provide important information during a patient interview

Match the tool/technique with its correct use

The nurse educator is presenting a lecture on child neglect. Which statement by one of the students indicates that the teaching has been effective? Select all that apply. 

A nurse observes that a patient’s respiratory rate is 30 breaths/min, shallow and rapid. Which term best describes this finding?

Match the assessment component with its correct description

The nurse is assessing a patient with sepsis. Which of the following combinations of vital signs best indicates early warning signs of shock?

A nurse is assessing a patient’s sense of smell by asking them to identify a familiar scent such as coffee or peppermint. Which cranial nerve is being tested?

True/False: Pain is the only vital sign that is objective, relying solely on the patient’s report.