You are presented with a paragraph from a COVID-19 literature. Classify the topics of this piece of text by choosing from the following categories:

- Epidemic Forecasting: The content relates to predictions about the spread of COVID-19.
- Treatment: The paragraph discusses therapeutic methods or medication for COVID-19.
- Prevention: The content covers measures to prevent the spread of COVID-19.
- Mechanism: The paragraph explains the biological mechanisms of the virus.
- Case Report: The content is a report of a COVID-19 case.
- Transmission: The paragraph discusses how COVID-19 is transmitted.
- Diagnosis: The content is about diagnosing COVID-19 in individuals.

Your classification should be provided as an element within a JSON array. The array should be formatted with topics enclosed in double quotes and separated by commas, following the JSON format, for example: ["Topic1", "Topic2", ...]. Include all applicable topics within the array. Your output should be a valid JSON array, and no additional text should be included in your response.

Article:

BACKGROUND: Coronavirus disease-2019 (COVID-19) ranges from asymptomatic to severe. Several comorbidities are associated with worse clinical outcomes. Antibiotic use is common in COVID-19 and penicillin (PCN) allergy can affect antibiotic choice and may influence COVID-19 outcomes. OBJECTIVE: To investigate the impact of PCN allergy label on COVID-19 outcomes. METHODS: For this retrospective, cohort study, a Web-based tool for population cohort research, TriNetX, was used to identify adult COVID-19 patients with and without PCN allergy label. The two cohorts were matched using 1:1 propensity score matching for baseline demographics and conditions associated with risk for severe COVID-19. The 30-day risks for hospitalization, acute respiratory failure, intensive care unit requirement, mechanical ventilation requirement, and mortality were then compared between groups. Because bacterial infection can drive alternative antibiotic regimens, additional analyses focused on patients without bacterial infection. RESULTS: After propensity score matching, each cohort consisted of 13,183 patients. COVID-19 patients with PCN allergy had higher risks for hospitalization (risk ratio [RR] = 1.46; 95% confidence interval [CI], 1.41-1.52) acute respiratory failure (RR = 1.25; 95% CI, 1.19-1.31), intensive care unit requirement (RR = 1.20; 95% CI, 1.08-1.34), and mechanical ventilation (RR = 1.17; 95% CI 1.03-1.32) compared with patients without PCN allergy; however, there was no mortality difference (RR = 1.09; 95% CI, 0.96-1.23). Although the bacterial infection risk was higher in PCN allergic COVID-19 patients, exclusion of patients with bacterial infections yielded similar results. CONCLUSIONS: Penicillin allergic patients have higher risk for worse COVID-19 outcomes and should be considered for risk mitigation strategies.
["Diagnosis", "Treatment"]