Background: As countries in COVID-19 pandemic lockdown begin relaxation of shelter-in-place mitigation strategies, the role of serology testing escalates in importance. However, there are no clear guidelines as to when to use qualitative rapid diagnostic serology tests (RDTs) vs. SARS-CoV-2 viral RNA load (PCR) tests as an aid in acute diagnosis of patients presenting with flu-like symptoms, nor how to interpret serology test results in asymptomatic individuals or those with atypical COVID-19 symptomatology. Here we describe, in the context of the likely first case of COVID-19 in California, with an atypical presentation and not tested acutely, who nearly 3 months later was found to be IgM- and IgG+ positive for SARS-CoV-2 antibodies, highlighting the role of RDT-based serology testing and interpretation in retrospective diagnosis.Case Presentation: A 62-year-old male practicing neurosurgeon had onset of flu-like symptoms on January 20 with fatigue, slight cough only on deep inspiration, intermittent pleuritic chest pain unrelated to exertion, dyspnea, and night sweats but without fever, sore throat or rhinorrhea. He had recently traveled abroad but not to China. CT scan revealed right lower lobe infiltrate and effusion. Because of atypical symptoms, and low prevalence of COVID-19 in January, community acquired pneumonia was diagnosed and one week of doxycycline was prescribed without relief, followed by a second week of azithromycin with symptom remission. Three months later the physician-patient (author THL), tested positive for SARS-CoV-2 antibodies by a serology point-of-care rapid diagnostic test (RDT).Conclusions: Serology testing may be an aid in acute diagnosis of COVID-19, especially in patients with atypical presentations, as well as in assessment of asymptomatic higher-risk persons such as healthcare workers for prior infection. Recommendations for serology testing and interpretation are explicated.