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Baseline characteristics of participants.
Data are presented as mean±SD, median (interquartile range) or percent. Chi-square test for categorical variables, the unpaired t test or Mann-Whitney U test for continuous... -
Model parameters.
aSpecified with reference to Cook [30] and Waage et al. [36] using distributions defined in Biosecurity Australia [31]; b Derived from Sapoukhina et al. [37]; c ABS [6], Note... -
Plasmids used in this study.
aLike YCpHA-BUD8 [20] except in a YEplac111 [53] background.bLike YEpGFP*-BUD8 [20] except with two in-frame copies of the GFP coding sequence and in a YCplac33 [53] background. -
Oligonucleotides used in this study.
aSequences in upper case letters are derived from the genome sequences of H. pylori 26695 [25], H. hepaticus[32], C. jejuni[33] and W. succinogenes[34]. Sequences introduced for... -
Cross-Validation Results.
Comparison of normalized root mean square error (NRMSE), median efficiency (), mean efficiency (), 95th percentile efficiency () and completion rate (CR) for the optimal... -
Classification results
This table contrasts the classification results obtained through generative embedding with those afforded by three conventional methods. As described in the main text, the... -
Sensitivity analysis.
We used Latin-hypercube sampling to generate 1,000 combinations of the following parameters: basic reproductive number R0, linear scale on interval (1,3); generation time TG,... -
Characteristics of included studies.
RCT: Randomised controlled trial. GS: Gilead Sciences. R: Roche. GSK: GlaxoSmithKline. NS: not stated. aCopies/mL converted to IU/mL by dividing by 5.bThe limit of detection of...
