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Results cannot be reproduced.
The results cannot be reproduced within 10 minutes on a standard workstation as required by Schwab et al. [51] for easily reproducible result because of the environment building and processing time.
Furthermore, the tendency to develop or 'discover' the biomarker patterns using the available data, [17] rather than having a predefined hypothesis as to which biomarkers are likely to be involved, make these studies susceptible to overfitting [15], [16] (i.e., the apparent discrimination is due to chance and results cannot be reproduced in other populations).
If the results cannot be reproduced, curators contact the model author(s), for clarification or discussion regarding any issues that have arisen.
Repeatability of RNA detection <50 cop/mL was evaluated on 181 triplicates, either intra- or inter-assay: more than 50% of <span class="lh">results cannot be reproduced on the 3 aliquots.
As a consequence, many figures that show simulation results cannot be reproduced by the models linked to the manuscript, resulting in a labor-intensive curation step for model repositories, such as BioModels Database [ 21] and JWS Online model repository [ 22].
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Because the above result cannot be reproduced by existing models (orange trace in Figure 2D), we developed a new model that included context-dependent terms for both memory formation (bn) and decay (an): (Equation 2) z n + 1 = a n ⊙ z n + b n e n.
Experimental results that cannot be reproduced are scientifically worthless and a nuisance if published in the literature where they may create uncertainty and hinder scientific progress.
The scientific value of experimental results that cannot be reproduced is questionable.
Web-based solutions in particular usually do not provide any means for archiving the source data that were used in the computations, with the result that analyses cannot be reproduced once the web server is updated.
Many results of big data analyses cannot be reproduced (Ince 2012; Ioannidis et al. 2009).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com