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are a number of false negatives in our surveillance survey. An   makes it difficult to draw conclusions on this subset of partic-
          independent validation study of the Elecsys  Anti-SARS-CoV-2   ipants, besides that significant work quality and time was lost.
          test demonstrated a sensitivity of 99.5% at ≥ 14 days for 185
          SARS-CoV-2 NAAT-positive confirmed samples. For 10,453   If antibody testing is deemed accurate and reliable, it has im-
          samples from random blood donors, the test demonstrated   portant impacts on the military to determine prevalence of
                          19
          a  99.8%  specificity.   While  the  validation  study  contained   COVID-19 and logistical planning. While hospitalization,
          outpatient samples, the study did not report the number and   morbidity, and mortality would likely be lower in the ac-
          outcome of these outpatient samples. From the few outpatient   tive-duty population than the general population, duty days
          studies, it appears outpatient sensitivity is less than inpatient   lost and hindered medical readiness degrades a ready fighting
          samples with lower antibody titers. 20–22  Wellinghausen et al.   force. The military could be considered at higher risk for con-
          reported 45 / 51 (88% sensitivity) positivity for the Elecsys   tracting COVID-19 given communal housing. Also, military
          Anti-SARS-CoV-2 test after 10 days in five outpatient clin-  training has the potential for “super-spreader” events given
             23
          ics.  Last, the Elecsys Anti-SARS-CoV-2 test has excellent   crowded, less sanitary operational environments. With the
          concordance  with  other  widely-used  SARS-CoV-2 antibody     advent  of  EUA  of  limited  SARS-CoV-2 vaccinations,  prior-
          tests. 24,25                                       ity could be for those with negative antibody testing in con-
                                                             junction with mission-essential classification, age, and risk
          Further SARS-CoV-2 antibody studies with large sample sizes   factors. 26–27  In addition, antibody testing could easily be in-
          in young, healthy populations are needed. This surveillance   corporated into pre-deployment Soldier Readiness Processing
          survey is not powered appropriately or compared to NAAT-   (SRP) to determine if Soldiers are mission-ready. Serology is
          confirmed participants to draw conclusions on its widespread   drawn at SRP already, and with 18-minute turn-around times,
          use in the healthy, active-duty population. With only 14 (5%)   it may make it an easily accessible test. In the future, saliva
          of the cohort being tested for SARS-CoV-2 NAAT testing, this   testing may make antibody testing even more convenient. 28
          may demonstrate a cohort who had symptoms prior to wide-
          spread testing availability in June time frame. A future study   More  information  will  be  needed  as  to  antibody  duration,
          may be performed with correlation to those tested with SARS-  COVID-19 symptom sensitivities and specificities to aid
          CoV-2 NAAT testing to determine antibody duration and pre-  in clinical decisions, and antibody response to COVID-19
          vious COVID-19 infection prevalence.               vaccinations.

          This epidemiological survey is retrospective and therefore sub-
          ject to recall bias of the participants during the questionnaire.   Conclusion
          This may lead to inaccurate reporting and timeline of symp-  While there are limitations inherent to SARS-CoV-2 antibody
          toms. While a convenience sample, selection bias of partici-  testing and this epidemiological survey, prevalence of prior
          pants is present and may distort its representation as a true   SARS-CoV-2 infection is low. In this sample, symptoms for
          prevalence of antibody positivity and potential COVID-19   COVID-19 were prevalent, with significant days of duty lost.
          symptoms in the brigade. The sample had significantly greater   The prevalence of prior SARS-CoV-2 infection found in this
          proportions of females and medical MOSs as compared to the   sample may be generalizable to the larger brigade. The prev-
          brigade. This may be due to communication about the sur-  alence of symptoms of possible COVID-19 are not generaliz-
          veillance survey via medical logistical channels, which is more   able to the larger brigade. There is utility to further studies of
          likely to reach the medical subset of the brigade. Arguably   SARS-CoV-2 antibody prevalence in military populations for
          however, medical MOS participants are more likely than sup-  purposes of vaccination triaging and deployment readiness.
          port and combat arms participants to experience exposure to
          COVID-19 given their duties of transporting quarantined Sol-  Acknowledgments
          diers, screening Soldiers, and performing medical assessments   The authors acknowledge the following for their valuable
          and treatment. Thus, we would expect the increased propor-  contributions to this project: CPT Alicia Brown, PA-C; Jamie
          tion of medical MOSs to increase the likelihood of antibody   Turnbull, MLS, ASCP; CPT Chelsey Freland, RN; SPC Ramu
          positivity, which was not the case.                Chhetri; MAJ David Yun, MD; and MAJ Jeffrey Wittkopp,
                                                             DSc, PA-C for coordination of collection, testing, and data in-
          Excluding participants with symptoms of COVID-19 in the   put. The authors also acknowledge Madigan Army Medical
          last 14 days may miss positive antibody tests. While the Elecsys   Center Department of Clinical Investigation for their final re-
          Anti-SARS-CoV-2 is 100% sensitive (95% CI: 88.1–100%)    view and approval of submission.
          ≥ 14 days from positive NAAT confirmation, it still has 88.1%
          (95% CI: 77.1–95.1%) and 65.5% (56.1–74.1%) sensitivity   Disclaimer
          at 7–13  days and 0–6  days post-PCR  testing,  respectively.    The views expressed are those of the author(s) and do not re-
                                                         9
          Additionally, the sample is subject to volunteer bias. As par-  flect the official policy of the Department of the Army, the
          ticipants with a history of symptoms and exposure are more   Department of Defense, or the US Government.
          likely to volunteer for the survey, there may have been over-
          representation of symptoms and quarantine in the brigade.  Disclosures
                                                             The authors have no financial or other conflicts of interest to
          Another limitation is evolving definitions of respiratory quar-  disclose.
          ters and criteria for SARS-CoV-2 testing during the surveil-
          lance period. Initial brigade medical procedures for respiratory   References
          quarters in March 2020 had been for cough and shortness   1.  Shang J, Ye G, Shi K, et al. Structural basis of receptor recognition
                                                               by SARS-CoV-2. Nature. 2020;581(7807):221–224.
          of breath for 72 hours. These procedures then changed with   2.  Infectious Disease Society of America (IDSA). RT-PCR testing.
          CDC guidance throughout the duration of the outbreak. This   18 November 2020. https://www.idsociety.org/covid-19-real-time


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