Estimate of the rate of unreported COVID-19 cases during the first outbreak in Rio de Janeiro
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SciScore for 10.1101/2021.10.08.21264741: (What is this?)
Please note, not all rigor criteria are appropriate for all manuscripts.
Table 1: Rigor
NIH rigor criteria are not applicable to paper type.Table 2: Resources
Software and Algorithms Sentences Resources We solve the minimization problem by means of the L-BFGS-B algorithm (Byrd et al., 1995), which combines the gradient projection method and the BFGS algorithm with optimized use of computational memory, implemented in the SciPy library in Python (Virtanen et al., 2020). 2.5. SciPysuggested: (SciPy, RRID:SCR_008058)Pythonsuggested: (IPython, RRID:SCR_001658)Results from OddPub: Thank you for sharing your code.
Results from LimitationRecognizer: We detected the following sentences addressing limitations in the study:The correlation between α and β2 represents a limitation in terms of …
SciScore for 10.1101/2021.10.08.21264741: (What is this?)
Please note, not all rigor criteria are appropriate for all manuscripts.
Table 1: Rigor
NIH rigor criteria are not applicable to paper type.Table 2: Resources
Software and Algorithms Sentences Resources We solve the minimization problem by means of the L-BFGS-B algorithm (Byrd et al., 1995), which combines the gradient projection method and the BFGS algorithm with optimized use of computational memory, implemented in the SciPy library in Python (Virtanen et al., 2020). 2.5. SciPysuggested: (SciPy, RRID:SCR_008058)Pythonsuggested: (IPython, RRID:SCR_001658)Results from OddPub: Thank you for sharing your code.
Results from LimitationRecognizer: We detected the following sentences addressing limitations in the study:The correlation between α and β2 represents a limitation in terms of identifiability of the system. In order to achieve a structural identifiability result it is necessary to know the recovered curve (see Appendix B), whereas for the practical identifiability it would be useful to approximate the transmission and mortality functions with a different model.
Results from TrialIdentifier: No clinical trial numbers were referenced.
Results from Barzooka: We did not find any issues relating to the usage of bar graphs.
Results from JetFighter: We did not find any issues relating to colormaps.
Results from rtransparent:- Thank you for including a conflict of interest statement. Authors are encouraged to include this statement when submitting to a journal.
- Thank you for including a funding statement. Authors are encouraged to include this statement when submitting to a journal.
- No protocol registration statement was detected.
Results from scite Reference Check: We found no unreliable references.
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