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BOSS implementation required modification of both the indexing model and search routines.
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The Supplementary Results present sensitivity analyses on each of the key parameters in the index model.
The most popular pipeline risk assessment technique in current use is the "index model".
For the zero flow ratio, the index model was best and the rainfall runoff modelling performed worst.
Breed was tested in the index models but not found to be significant.
In the current study, we only manipulated two of the five indices of the event indexing model (agent and causality).
Both the preop model (c-index 0.697) and combined model (c-index: 0.708) successfully discriminated between high- and low-risk patients.
Hence, the model was improved in terms of both the model χ and the relevant model fit indices.
The worsening of glycemic profile from normal oral glucose tolerance test results to gestational diabetes mellitus was associated with an increase in the homeostasis model; no significant difference was found between gestational diabetes mellitus and a single value abnormality group in terms of both the homeostasis model and the insulinogenic index.
Both indices' models yield non-significant Hosmer-Lemeshow chi square indicating reasonable model fit.
The percentage gap between single and multi-location model performances is lower than 20% for the most of the statistical indices adopted for both the model development and ex-post validation through the three independent datasets.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com