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82, 95% CI 0.72-0.89) in the case of ICU requirement; and CLD (0.97, 95% CI 0.95-0.98), chronic hepatitis B infection (0.97, 95% CI 0.95-0.98), platelet count (0.86, 95% CI 0.77-0.91), and alanine aminotransferase (ALT) (0.80, 95% CI 0.66-0.89) and aspartate aminotransferase (AST) (0.84, 95% CI 0.77-0.88) activities considering severe COVID-19. High sensitivity was found in the case of C-reactive protein (CRP) for ICU requirement (0.92, 95% CI 0.80-0.97) and severe COVID-19 (0.91, 95% CI 0.82-0.96). Conclusion On-admission platelet cou