From 2145f1d1ba67f527bca4001725653aa6eff68d03 Mon Sep 17 00:00:00 2001 From: "Matthijs S. Berends" Date: Tue, 8 Dec 2020 12:37:25 +0100 Subject: [PATCH] (v1.4.0.9033) documentation update --- DESCRIPTION | 4 +- NEWS.md | 4 +- R/ab_class_selectors.R | 4 +- R/catalogue_of_life.R | 42 +- R/first_isolate.R | 2 +- R/is_new_episode.R | 2 +- R/mdro.R | 2 +- R/mo_property.R | 4 +- docs/404.html | 2 +- docs/LICENSE-text.html | 2 +- docs/articles/AMR.html | 595 +++++++++--------- .../AMR_files/figure-html/plot 1-1.png | Bin 39190 -> 39147 bytes .../AMR_files/figure-html/plot 3-1.png | Bin 27031 -> 27033 bytes .../AMR_files/figure-html/plot 4-1.png | Bin 69535 -> 69535 bytes .../AMR_files/figure-html/plot 5-1.png | Bin 46141 -> 46143 bytes docs/articles/MDR.html | 56 +- docs/articles/PCA.html | 9 +- .../figure-html/unnamed-chunk-5-1.png | Bin 47914 -> 51051 bytes .../figure-html/unnamed-chunk-6-1.png | Bin 91805 -> 93108 bytes .../figure-html/unnamed-chunk-7-1.png | Bin 92338 -> 94879 bytes .../header-attrs-2.4/header-attrs.js | 12 + docs/articles/SPSS.html | 37 +- 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docs/reference/first_isolate.html | 2 +- docs/reference/g.test.html | 2 +- docs/reference/ggplot_pca.html | 2 +- docs/reference/ggplot_rsi.html | 2 +- docs/reference/guess_ab_col.html | 2 +- docs/reference/index.html | 2 +- docs/reference/intrinsic_resistant.html | 2 +- docs/reference/is_new_episode.html | 44 +- docs/reference/join.html | 2 +- docs/reference/kurtosis.html | 2 +- docs/reference/lifecycle.html | 2 +- docs/reference/like.html | 2 +- docs/reference/mdro.html | 2 +- docs/reference/microorganisms.codes.html | 6 +- docs/reference/microorganisms.html | 6 +- docs/reference/microorganisms.old.html | 6 +- docs/reference/mo_matching_score.html | 2 +- docs/reference/mo_property.html | 10 +- docs/reference/mo_source.html | 2 +- docs/reference/pca.html | 2 +- docs/reference/plot.html | 2 +- docs/reference/proportion.html | 2 +- docs/reference/resistance_predict.html | 2 +- docs/reference/rsi_translation.html | 2 +- docs/reference/skewness.html | 2 +- docs/reference/translate.html | 2 +- docs/survey.html | 2 +- index.md | 34 +- man/antibiotic_class_selectors.Rd | 4 +- man/as.mo.Rd | 4 +- man/catalogue_of_life.Rd | 26 +- man/catalogue_of_life_version.Rd | 4 +- man/first_isolate.Rd | 2 +- man/is_new_episode.Rd | 2 +- man/mdro.Rd | 2 +- man/microorganisms.Rd | 4 +- man/microorganisms.codes.Rd | 4 +- man/microorganisms.old.Rd | 4 +- man/mo_property.Rd | 8 +- man/resistance_predict.Rd | 2 +- pkgdown/extra.css | 5 + 110 files changed, 839 insertions(+), 576 deletions(-) create mode 100644 docs/articles/PCA_files/header-attrs-2.4/header-attrs.js create mode 100644 docs/articles/SPSS_files/header-attrs-2.4/header-attrs.js create mode 100644 docs/articles/WHONET_files/header-attrs-2.4/header-attrs.js create mode 100644 docs/articles/resistance_predict_files/header-attrs-2.4/header-attrs.js create mode 100644 docs/articles/welcome_to_AMR_files/header-attrs-2.4/header-attrs.js diff --git a/DESCRIPTION b/DESCRIPTION index 9f7891fd..1f54d386 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,6 +1,6 @@ Package: AMR -Version: 1.4.0.9032 -Date: 2020-12-07 +Version: 1.4.0.9033 +Date: 2020-12-08 Title: Antimicrobial Resistance Analysis Authors@R: c( person(role = c("aut", "cre"), diff --git a/NEWS.md b/NEWS.md index a999e024..d646153a 100755 --- a/NEWS.md +++ b/NEWS.md @@ -1,5 +1,5 @@ -# AMR 1.4.0.9032 -## Last updated: 7 December 2020 +# AMR 1.4.0.9033 +## Last updated: 8 December 2020 ### New * Function `is_new_episode()` to determine patient episodes which are not necessarily based on microorganisms. It also supports grouped variables with e.g. `mutate()`, `filter()` and `summarise()` of the `dplyr` package: diff --git a/R/ab_class_selectors.R b/R/ab_class_selectors.R index 0f932122..376e3a6d 100644 --- a/R/ab_class_selectors.R +++ b/R/ab_class_selectors.R @@ -25,11 +25,11 @@ #' Antibiotic class selectors #' -#' Use these selection helpers inside any function that allows [Tidyverse selection helpers](https://tidyselect.r-lib.org/reference/language.html), like `dplyr::select()` or `tidyr::pivot_longer()`. They help to select the columns of antibiotics that are of a specific antibiotic class, without the need to define the columns or antibiotic abbreviations. +#' Use these selection helpers inside any function that allows [Tidyverse selection helpers](https://tidyselect.r-lib.org/reference/language.html), such as [`select()`][dplyr::select()] and [`pivot_longer()`][tidyr::pivot_longer()]. They help to select the columns of antibiotics that are of a specific antibiotic class, without the need to define the columns or antibiotic abbreviations. #' @inheritParams filter_ab_class #' @details All columns will be searched for known antibiotic names, abbreviations, brand names and codes (ATC, EARS-Net, WHO, etc.) in the [antibiotics] data set. This means that a selector like e.g. [aminoglycosides()] will pick up column names like 'gen', 'genta', 'J01GB03', 'tobra', 'Tobracin', etc. #' -#' **N.B. These functions only work if the `tidyselect` package is installed**, that comes with the `dplyr` package. An error will be thrown if the `tidyselect` package is not installed, or if the functions are used outside a function that allows Tidyverse selections like `select()` or `pivot_longer()`. +#' **N.B. These functions require the `tidyselect` package to be installed**, that comes with the `dplyr` package. An error will be thrown if the `tidyselect` package is not installed, or if the functions are used outside a function that allows [Tidyverse selection helpers](https://tidyselect.r-lib.org/reference/language.html) such as [`select()`][dplyr::select()] and [`pivot_longer()`][tidyr::pivot_longer()]`. #' @rdname antibiotic_class_selectors #' @seealso [filter_ab_class()] for the `filter()` equivalent. #' @name antibiotic_class_selectors diff --git a/R/catalogue_of_life.R b/R/catalogue_of_life.R index 525b4001..1d9f302e 100755 --- a/R/catalogue_of_life.R +++ b/R/catalogue_of_life.R @@ -23,20 +23,36 @@ # how to conduct AMR analysis: https://msberends.github.io/AMR/ # # ==================================================================== # +format_included_data_number <- function(data) { + if (is.data.frame(data)) { + n <- nrow(data) + } else { + n <- length(unique(data)) + } + if (n > 10000) { + rounder <- -3 # round on thousands + } else if (n > 1000) { + rounder <- -2 # round on hundreds + } else { + rounder <- -1 # round on tens + } + paste0("~", format(round(n, rounder), decimal.mark = ".", big.mark = ",")) +} + #' The Catalogue of Life #' #' This package contains the complete taxonomic tree of almost all microorganisms from the authoritative and comprehensive Catalogue of Life. #' @section Catalogue of Life: #' \if{html}{\figure{logo_col.png}{options: height=40px style=margin-bottom:5px} \cr} -#' This package contains the complete taxonomic tree of almost all microorganisms (~70,000 species) from the authoritative and comprehensive Catalogue of Life (). The Catalogue of Life is the most comprehensive and authoritative global index of species currently available. +#' This package contains the complete taxonomic tree of almost all microorganisms (~70,000 species) from the authoritative and comprehensive Catalogue of Life (CoL, ). The CoL is the most comprehensive and authoritative global index of species currently available. Nonetheless, we supplemented the CoL data with data from the List of Prokaryotic names with Standing in Nomenclature (LPSN, [lpsn.dsmz.de](https://lpsn.dsmz.de)). This supplementation is needed until the [CoL+ project](https://github.com/Sp2000/colplus) is finished, which we await. #' -#' [Click here][catalogue_of_life] for more information about the included taxa. Check which version of the Catalogue of Life was included in this package with [catalogue_of_life_version()]. +#' [Click here][catalogue_of_life] for more information about the included taxa. Check which versions of the CoL and LSPN were included in this package with [catalogue_of_life_version()]. #' @section Included taxa: #' Included are: -#' - All ~61,000 (sub)species from the kingdoms of Archaea, Bacteria, Chromista and Protozoa -#' - All ~8,500 (sub)species from these orders of the kingdom of Fungi: Eurotiales, Microascales, Mucorales, Onygenales, Pneumocystales, Saccharomycetales, Schizosaccharomycetales and Tremellales. The kingdom of Fungi is a very large taxon with almost 300,000 different (sub)species, of which most are not microbial (but rather macroscopic, like mushrooms). Because of this, not all fungi fit the scope of this package and including everything would tremendously slow down our algorithms too. By only including the aforementioned taxonomic orders, the most relevant fungi are covered (like all species of *Aspergillus*, *Candida*, *Cryptococcus*, *Histplasma*, *Pneumocystis*, *Saccharomyces* and *Trichophyton*). -#' - All ~150 (sub)species from ~100 other relevant genera from the kingdom of Animalia (like *Strongyloides* and *Taenia*) -#' - All ~23,000 previously accepted names of all included (sub)species (these were taxonomically renamed) +#' - All `r format_included_data_number(microorganisms[which(microorganisms$kingdom %in% c("Archeae", "Bacteria", "Chromista", "Protozoa")), ])` (sub)species from the kingdoms of Archaea, Bacteria, Chromista and Protozoa +#' - All `r format_included_data_number(microorganisms[which(microorganisms$kingdom == "Fungi" & microorganisms$order %in% c("Eurotiales", "Microascales", "Mucorales", "Onygenales", "Pneumocystales", "Saccharomycetales", "Schizosaccharomycetales", "Tremellales")), ])` (sub)species from these orders of the kingdom of Fungi: Eurotiales, Microascales, Mucorales, Onygenales, Pneumocystales, Saccharomycetales, Schizosaccharomycetales and Tremellales, as well as `r format_included_data_number(microorganisms[which(microorganisms$kingdom == "Fungi" & !microorganisms$order %in% c("Eurotiales", "Microascales", "Mucorales", "Onygenales", "Pneumocystales", "Saccharomycetales", "Schizosaccharomycetales", "Tremellales")), ])` other fungal (sub)species. The kingdom of Fungi is a very large taxon with almost 300,000 different (sub)species, of which most are not microbial (but rather macroscopic, like mushrooms). Because of this, not all fungi fit the scope of this package and including everything would tremendously slow down our algorithms too. By only including the aforementioned taxonomic orders, the most relevant fungi are covered (like all species of *Aspergillus*, *Candida*, *Cryptococcus*, *Histplasma*, *Pneumocystis*, *Saccharomyces* and *Trichophyton*). +#' - All `r format_included_data_number(microorganisms[which(microorganisms$kingdom == "Animalia"), ])` (sub)species from `r format_included_data_number(microorganisms[which(microorganisms$kingdom == "Animalia"), "genus"])` other relevant genera from the kingdom of Animalia (like *Strongyloides* and *Taenia*) +#' - All `r format_included_data_number(microorganisms.old)` previously accepted names of all included (sub)species (these were taxonomically renamed) #' - The complete taxonomic tree of all included (sub)species: from kingdom to subspecies #' - The responsible author(s) and year of scientific publication #' @@ -57,26 +73,26 @@ #' mo_shortname("Chlamydophila psittaci") #' # Note: 'Chlamydophila psittaci' (Everett et al., 1999) was renamed back to #' # 'Chlamydia psittaci' (Page, 1968) -#' # [1] "C. psittaci" +#' #> [1] "C. psittaci" #' #' # Get any property from the entire taxonomic tree for all included species #' mo_class("E. coli") -#' # [1] "Gammaproteobacteria" +#' #> [1] "Gammaproteobacteria" #' #' mo_family("E. coli") -#' # [1] "Enterobacteriaceae" +#' #> [1] "Enterobacteriaceae" #' #' mo_gramstain("E. coli") # based on kingdom and phylum, see ?mo_gramstain -#' # [1] "Gram negative" +#' #> [1] "Gram-negative" #' #' mo_ref("E. coli") -#' # [1] "Castellani et al., 1919" +#' #> [1] "Castellani et al., 1919" #' #' # Do not get mistaken - this package is about microorganisms #' mo_kingdom("C. elegans") -#' # [1] "Fungi" # Fungi?! +#' #> [1] "Fungi" # Fungi?! #' mo_name("C. elegans") -#' # [1] "Cladosporium elegans" # Because a microorganism was found +#' #> [1] "Cladosporium elegans" # Because a microorganism was found NULL #' Version info of included Catalogue of Life diff --git a/R/first_isolate.R b/R/first_isolate.R index e47707c1..ec5de8af 100755 --- a/R/first_isolate.R +++ b/R/first_isolate.R @@ -27,7 +27,7 @@ #' #' Determine first (weighted) isolates of all microorganisms of every patient per episode and (if needed) per specimen type. To determine patient episodes not necessarily based on microorganisms, use [is_new_episode()] that also supports grouping with the `dplyr` package. #' @inheritSection lifecycle Stable lifecycle -#' @param x a [data.frame] containing isolates. Can be omitted when used inside `dplyr` verbs, such as `filter()`, `mutate()` and `summarise()`. +#' @param x a [data.frame] containing isolates. Can be omitted when used inside `dplyr` verbs, such as [`filter()`][dplyr::filter()], [`mutate()`][dplyr::mutate()] and [`summarise()`][dplyr::summarise()]. #' @param col_date column name of the result date (or date that is was received on the lab), defaults to the first column with a date class #' @param col_patient_id column name of the unique IDs of the patients, defaults to the first column that starts with 'patient' or 'patid' (case insensitive) #' @param col_mo column name of the IDs of the microorganisms (see [as.mo()]), defaults to the first column of class [`mo`]. Values will be coerced using [as.mo()]. diff --git a/R/is_new_episode.R b/R/is_new_episode.R index 0ef4632c..14079031 100644 --- a/R/is_new_episode.R +++ b/R/is_new_episode.R @@ -43,7 +43,7 @@ #' #' is_new_episode(example_isolates$date) #' is_new_episode(example_isolates$date, episode_days = 60) -#' #' \donttest{ +#' \donttest{ #' if (require("dplyr")) { #' # is_new_episode() can also be used in dplyr verbs to determine patient #' # episodes based on any (combination of) grouping variables: diff --git a/R/mdro.R b/R/mdro.R index f1191cd8..0a5c0577 100755 --- a/R/mdro.R +++ b/R/mdro.R @@ -27,7 +27,7 @@ #' #' Determine which isolates are multidrug-resistant organisms (MDRO) according to international and national guidelines. #' @inheritSection lifecycle Stable lifecycle -#' @param x a [data.frame] with antibiotics columns, like `AMX` or `amox`. Can be omitted when used inside `dplyr` verbs, such as `filter()`, `mutate()` and `summarise()`. +#' @param x a [data.frame] with antibiotics columns, like `AMX` or `amox`. Can be omitted when used inside `dplyr` verbs, such as [`filter()`][dplyr::filter()], [`mutate()`][dplyr::mutate()] and [`summarise()`][dplyr::summarise()]. #' @param guideline a specific guideline to follow. When left empty, the publication by Magiorakos *et al.* (2012, Clinical Microbiology and Infection) will be followed, please see *Details*. #' @inheritParams eucast_rules #' @param pct_required_classes minimal required percentage of antimicrobial classes that must be available per isolate, rounded down. For example, with the default guideline, 17 antimicrobial classes must be available for *S. aureus*. Setting this `pct_required_classes` argument to `0.5` (default) means that for every *S. aureus* isolate at least 8 different classes must be available. Any lower number of available classes will return `NA` for that isolate. diff --git a/R/mo_property.R b/R/mo_property.R index 252302a7..a96263b0 100755 --- a/R/mo_property.R +++ b/R/mo_property.R @@ -27,8 +27,8 @@ #' #' Use these functions to return a specific property of a microorganism based on the latest accepted taxonomy. All input values will be evaluated internally with [as.mo()], which makes it possible to use microbial abbreviations, codes and names as input. Please see *Examples*. #' @inheritSection lifecycle Stable lifecycle -#' @param x any character (vector) that can be coerced to a valid microorganism code with [as.mo()] -#' @param property one of the column names of the [microorganisms] data set or `"shortname"` +#' @param x any character (vector) that can be coerced to a valid microorganism code with [as.mo()]. Can be omitted for auto-guessing in `mo_is_*()` functions when used inside `dplyr` verbs, such as [`filter()`][dplyr::filter()], [`mutate()`][dplyr::mutate()] and [`summarise()`][dplyr::summarise()], please see *Examples*. +#' @param property one of the column names of the [microorganisms] data set: `r paste0('"``', colnames(microorganisms), '\``"', collapse = ", ")`, or must be `"shortname"` #' @param language language of the returned text, defaults to system language (see [get_locale()]) and can be overwritten by setting the option `AMR_locale`, e.g. `options(AMR_locale = "de")`, see [translate]. Also used to translate text like "no growth". Use `language = NULL` or `language = ""` to prevent translation. #' @param ... other parameters passed on to [as.mo()], such as 'allow_uncertain' and 'ignore_pattern' #' @param ab any (vector of) text that can be coerced to a valid antibiotic code with [as.ab()] diff --git a/docs/404.html b/docs/404.html index faf804e7..003d67d6 100644 --- a/docs/404.html +++ b/docs/404.html @@ -81,7 +81,7 @@ AMR (for R) - 1.4.0.9032 + 1.4.0.9033 diff --git a/docs/LICENSE-text.html b/docs/LICENSE-text.html index aba3301e..99243f25 100644 --- a/docs/LICENSE-text.html +++ b/docs/LICENSE-text.html @@ -81,7 +81,7 @@ AMR (for R) - 1.4.0.9032 + 1.4.0.9033 diff --git a/docs/articles/AMR.html b/docs/articles/AMR.html index 64e99be5..9a51909f 100644 --- a/docs/articles/AMR.html +++ b/docs/articles/AMR.html @@ -39,7 +39,7 @@ AMR (for R) - 1.4.0.9000 + 1.4.0.9032 @@ -193,7 +193,7 @@

How to conduct AMR analysis

Matthijs S. Berends

-

15 October 2020

+

08 December 2020

Source: vignettes/AMR.Rmd @@ -202,7 +202,7 @@ -

Note: values on this page will change with every website update since they are based on randomly created values and the page was written in R Markdown. However, the methodology remains unchanged. This page was generated on 15 October 2020.

+

Note: values on this page will change with every website update since they are based on randomly created values and the page was written in R Markdown. However, the methodology remains unchanged. This page was generated on 08 December 2020.

Introduction

@@ -233,21 +233,21 @@ -2020-10-15 +2020-12-08 abcd Escherichia coli S S -2020-10-15 +2020-12-08 abcd Escherichia coli S R -2020-10-15 +2020-12-08 efgh Escherichia coli R @@ -352,70 +352,70 @@ -2011-04-04 -A3 +2015-10-08 +Y10 +Hospital A +Escherichia coli +S +S +R +S +F + + +2014-04-05 +O10 +Hospital C +Escherichia coli +R +I +S +S +F + + +2012-07-06 +H9 +Hospital A +Escherichia coli +R +S +S +S +M + + +2016-09-05 +U3 Hospital C Staphylococcus aureus R -I S S -M - - -2011-10-13 -I4 -Hospital B -Escherichia coli -S -S -S -S -M - - -2015-11-20 -J6 -Hospital A -Escherichia coli -I -S -R -S -M - - -2017-02-04 -X3 -Hospital B -Klebsiella pneumoniae -S -I -S S F -2010-10-17 -N9 -Hospital D -Staphylococcus aureus +2017-05-23 +S5 +Hospital C +Escherichia coli +I I R S -R F -2014-06-04 -X3 -Hospital A -Escherichia coli +2013-11-30 +J2 +Hospital C +Streptococcus pneumoniae S S +R S -S -F +M @@ -449,16 +449,16 @@ Longest: 1

1 M -10,412 -52.06% -10,412 -52.06% +10,384 +51.92% +10,384 +51.92% 2 F -9,588 -47.94% +9,616 +48.08% 20,000 100.00% @@ -501,10 +501,10 @@ Longest: 1

 data <- data %>% 
   mutate(first = first_isolate(.))
-# NOTE: Using column `bacteria` as input for `col_mo`.
-# NOTE: Using column `date` as input for `col_date`.
-# NOTE: Using column `patient_id` as input for `col_patient_id`.
-

So only 28.4% is suitable for resistance analysis! We can now filter on it with the filter() function, also from the dplyr package:

+# NOTE: Using column 'bacteria' as input for `col_mo`. +# NOTE: Using column 'date' as input for `col_date`. +# NOTE: Using column 'patient_id' as input for `col_patient_id`.
+

So only 28.6% is suitable for resistance analysis! We can now filter on it with the filter() function, also from the dplyr package:

 data_1st <- data %>% 
   filter(first == TRUE)
@@ -516,7 +516,7 @@ Longest: 1

First weighted isolates

-

We made a slight twist to the CLSI algorithm, to take into account the antimicrobial susceptibility profile. Have a look at all isolates of patient Z7, sorted on date:

+

We made a slight twist to the CLSI algorithm, to take into account the antimicrobial susceptibility profile. Have a look at all isolates of patient A3, sorted on date:

@@ -532,21 +532,21 @@ Longest: 1

- - + + - - + + - - + + - + @@ -554,30 +554,30 @@ Longest: 1

- - + + - - - - - - - - - - - - + + + + + + + + + + + + - - + + @@ -587,8 +587,8 @@ Longest: 1

- - + + @@ -598,45 +598,45 @@ Longest: 1

- - + + - + + - - - + + - - + + - - + + - - + + - - + + - - - + + + @@ -648,11 +648,12 @@ Longest: 1

data<-data%>%mutate(keyab =key_antibiotics(.))%>%mutate(first_weighted =first_isolate(.)) -# NOTE: Using column `bacteria` as input for `col_mo`. -# NOTE: Using column `bacteria` as input for `col_mo`. -# NOTE: Using column `date` as input for `col_date`. -# NOTE: Using column `patient_id` as input for `col_patient_id`. -# NOTE: Using column `keyab` as input for `col_keyantibiotics`. Use col_keyantibiotics = FALSE to prevent this. +# NOTE: Using column 'bacteria' as input for `col_mo`. +# NOTE: Using column 'bacteria' as input for `col_mo`. +# NOTE: Using column 'date' as input for `col_date`. +# NOTE: Using column 'patient_id' as input for `col_patient_id`. +# NOTE: Using column 'keyab' as input for `col_keyantibiotics`. Use +# col_keyantibiotics = FALSE to prevent this.
isolate
12010-03-27Z72010-01-04A3 B_ESCHR_COLI RSS RRS TRUE
22010-06-10Z72010-01-05A3 B_ESCHR_COLISR S S S
32010-06-25Z72010-02-07A3 B_ESCHR_COLIISSSFALSE
42010-11-05Z7B_ESCHR_COLISR S R S FALSE
42010-06-17A3B_ESCHR_COLISSSSFALSE
52010-11-22Z72010-07-23A3 B_ESCHR_COLI S S
62011-02-06Z72010-11-16A3 B_ESCHR_COLI S S
72011-03-19Z72010-12-05A3 B_ESCHR_COLIRII SR S FALSE
82011-07-19Z72011-01-17A3 B_ESCHR_COLIRI S SRS TRUE
92011-08-15Z72011-01-26A3 B_ESCHR_COLIR S SRSS FALSE
102011-09-22Z72011-02-12A3 B_ESCHR_COLISSSRRR S FALSE
@@ -669,22 +670,22 @@ Longest: 1

- - + + - - + + - - + + - + @@ -693,32 +694,20 @@ Longest: 1

- - + + - - - - - - - - - - - - - + - - - - + + + + @@ -727,10 +716,22 @@ Longest: 1

+ + + + + + + + + + + + - - + + @@ -741,60 +742,60 @@ Longest: 1

- - + + - + + - - + - - + + - - + + - - + + - - + + - - + + - - - + + +
isolate
12010-03-27Z72010-01-04A3 B_ESCHR_COLI RSS RRS TRUE TRUE
22010-06-10Z72010-01-05A3 B_ESCHR_COLISR S S S
32010-06-25Z72010-02-07A3 B_ESCHR_COLIISSSFALSEFALSE
42010-11-05Z7B_ESCHR_COLISR S R S FALSE TRUE
52010-11-22Z7
42010-06-17A3 B_ESCHR_COLI S S FALSE TRUE
52010-07-23A3B_ESCHR_COLISSSSFALSEFALSE
62011-02-06Z72010-11-16A3 B_ESCHR_COLI S S
72011-03-19Z72010-12-05A3 B_ESCHR_COLIRII SR S FALSETRUEFALSE
82011-07-19Z72011-01-17A3 B_ESCHR_COLIRI S SRS TRUE TRUE
92011-08-15Z72011-01-26A3 B_ESCHR_COLIR S SRSS FALSE TRUE
102011-09-22Z72011-02-12A3 B_ESCHR_COLISSSRRR S FALSE TRUE
-

Instead of 2, now 8 isolates are flagged. In total, 78.6% of all isolates are marked ‘first weighted’ - 50.2% more than when using the CLSI guideline. In real life, this novel algorithm will yield 5-10% more isolates than the classic CLSI guideline.

+

Instead of 2, now 7 isolates are flagged. In total, 79.1% of all isolates are marked ‘first weighted’ - 50.6% more than when using the CLSI guideline. In real life, this novel algorithm will yield 5-10% more isolates than the classic CLSI guideline.

As with filter_first_isolate(), there’s a shortcut for this new algorithm too:

 data_1st <- data %>% 
   filter_first_weighted_isolate()
-

So we end up with 15,713 isolates for analysis.

+

So we end up with 15,822 isolates for analysis.

We can remove unneeded columns:

 data_1st <- data_1st %>% 
@@ -837,47 +838,15 @@ Longest: 1

-1 -2011-04-04 -A3 -Hospital C -B_STPHY_AURS -R -I -S -S -M -Gram-positive -Staphylococcus -aureus -TRUE - - -2 -2011-10-13 -I4 -Hospital B -B_ESCHR_COLI -S -S -S -S -M -Gram-negative -Escherichia -coli -TRUE - - 3 -2015-11-20 -J6 +2012-07-06 +H9 Hospital A B_ESCHR_COLI -I -S R S +S +S M Gram-negative Escherichia @@ -886,45 +855,77 @@ Longest: 1

4 -2017-02-04 -X3 -Hospital B -B_KLBSL_PNMN -R -S -S -S -F -Gram-negative -Klebsiella -pneumoniae -TRUE - - -5 -2010-10-17 -N9 -Hospital D +2016-09-05 +U3 +Hospital C B_STPHY_AURS R -R S -R +S +S F Gram-positive Staphylococcus aureus TRUE - -7 -2011-06-10 -P2 -Hospital B -B_STRPT_PNMN + +5 +2017-05-23 +S5 +Hospital C +B_ESCHR_COLI I I +R +S +F +Gram-negative +Escherichia +coli +TRUE + + +8 +2016-07-20 +D2 +Hospital B +B_ESCHR_COLI +R +I S +S +M +Gram-negative +Escherichia +coli +TRUE + + +9 +2010-09-20 +H10 +Hospital D +B_STPHY_AURS +R +R +R +S +M +Gram-positive +Staphylococcus +aureus +TRUE + + +10 +2012-03-30 +Y4 +Hospital B +B_STRPT_PNMN +S +S +R R F Gram-positive @@ -953,8 +954,8 @@ Longest: 1

data_1st %>% freq(genus, species)

Frequency table

Class: character
-Length: 15,713
-Available: 15,713 (100%, NA: 0 = 0%)
+Length: 15,822
+Available: 15,822 (100%, NA: 0 = 0%)
Unique: 4

Shortest: 16
Longest: 24

@@ -971,33 +972,33 @@ Longest: 24

1 Escherichia coli -7,867 -50.07% -7,867 -50.07% +7,935 +50.15% +7,935 +50.15% 2 Staphylococcus aureus -3,842 -24.45% -11,709 -74.52% +3,933 +24.86% +11,868 +75.01% 3 Streptococcus pneumoniae -2,346 -14.93% -14,055 -89.45% +2,376 +15.02% +14,244 +90.03% 4 Klebsiella pneumoniae -1,658 -10.55% -15,713 +1,578 +9.97% +15,822 100.00% @@ -1011,7 +1012,7 @@ Longest: 24

data_1st %>% bug_drug_combinations() %>% head() # show first 6 rows
-
# NOTE: Using column `bacteria` as input for `col_mo`.
+
# NOTE: Using column 'bacteria' as input for `col_mo`.
@@ -1025,50 +1026,50 @@ Longest: 24

- - - - + + + + - - - - + + + + - + - - + + - + - - + + - - + + - - - - + + + +
mo
E. coli AMX380626237997867381125938657935
E. coli AMC622332113237867627829813597935
E. coli CIP60066070 01861786718657935
E. coli GEN70727138 079578677977935
K. pneumoniae AMX 0 01658165815781578
K. pneumoniae AMC12985630416581248572731578
@@ -1077,8 +1078,8 @@ Longest: 24

data_1st %>% select(bacteria, fluoroquinolones()) %>% bug_drug_combinations() -
# Selecting fluoroquinolones: `CIP` (ciprofloxacin)
-# NOTE: Using column `bacteria` as input for `col_mo`.
+
# Selecting fluoroquinolones: 'CIP' (ciprofloxacin)
+# NOTE: Using column 'bacteria' as input for `col_mo`.
@@ -1092,34 +1093,34 @@ Longest: 24

- + - - + + - + - - + + - + - - + + - + - - + +
mo
E. coli CIP60066070 01861786718657935
K. pneumoniae CIP12571219 040116583591578
S. aureus CIP29633015 087938429183933
S. pneumoniae CIP17851798 056123465782376
@@ -1132,7 +1133,7 @@ Longest: 24

As per the EUCAST guideline of 2019, we calculate resistance as the proportion of R (proportion_R(), equal to resistance()) and susceptibility as the proportion of S and I (proportion_SI(), equal to susceptibility()). These functions can be used on their own:

 data_1st %>% resistance(AMX)
-# [1] 0.5382168
+# [1] 0.535457

Or can be used in conjuction with group_by() and summarise(), both from the dplyr package:

 data_1st %>% 
@@ -1147,19 +1148,19 @@ Longest: 24

Hospital A -0.5459117 +0.5309604 Hospital B -0.5280457 +0.5345539 Hospital C -0.5268007 +0.5403226 Hospital D -0.5537583 +0.5401970 @@ -1179,23 +1180,23 @@ Longest: 24

Hospital A -0.5459117 -4574 +0.5309604 +4748 Hospital B -0.5280457 -5598 +0.5345539 +5571 Hospital C -0.5268007 -2388 +0.5403226 +2356 Hospital D -0.5537583 -3153 +0.5401970 +3147 @@ -1217,27 +1218,27 @@ Longest: 24

Escherichia -0.8318292 -0.8989450 -0.9853820 +0.8287335 +0.8995589 +0.9863894 Klebsiella -0.8166466 -0.8908323 -0.9782871 +0.8269962 +0.8941698 +0.9828897 Staphylococcus -0.8232691 -0.9190526 -0.9880271 +0.8245614 +0.9211798 +0.9839817 Streptococcus -0.5264280 +0.5366162 0.0000000 -0.5264280 +0.5366162 diff --git a/docs/articles/AMR_files/figure-html/plot 1-1.png b/docs/articles/AMR_files/figure-html/plot 1-1.png index e78f6e21ceeaec275ff85bdfb7cc2ff977507e34..a325c5166dc22ff74b13b1743c264df7a81eda70 100644 GIT binary patch literal 39147 zcmeFZby$>ZzcxJTvTGTLiAx;}(gFktm1PVlAT4PDN=iw`GH@vhItWOk(lsL879u6h zNGsAqNK1d`h5GFH_TKOD?eBe${r>UHfeRMQ+;iVo{C;QMb5~C0T~%DZ!Gwo?O}BF^3|VKAAPoYTgxA(>B8fqC$GQXd?3HY zx+A}3IO>^xRL)6>seskr$lBT21)TiNB2tlS!@(b5F<%TV{A z!&b(|89m9O-(Jo0IiM$#TxXndf2)M};l50BF3*CE5-Z3xo&RIQi#h2D2?v;3c19v1 zBFdfLJ1fH5KV5P^6RXT}?C#IoTJqIhA~60^UR!rUiOi)-UpF59@yg&0a&yv^qjg^2 zm~Ydc%WmG2#MB+>u8Fn?#C-YNc11>3=?k|!lr(!aXJH7Y(!8xGKbKwGe^-$Gevh4J 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 head(my_TB_data)
 #   rifampicin isoniazid gatifloxacin ethambutol pyrazinamide moxifloxacin
-# 1          S         I            R          S            R            R
-# 2          R         S            S          R            I            S
-# 3          I         R            I          S            R            S
-# 4          I         S            S          R            S            R
-# 5          R         R            S          S            R            R
-# 6          S         R            I          S            S            I
+# 1          S         S            R          R            R            R
+# 2          R         S            S          R            S            S
+# 3          S         R            R          R            S            S
+# 4          S         S            S          S            S            S
+# 5          R         S            R          S            R            S
+# 6          S         S            R          S            S            S
 #   kanamycin
 # 1         R
-# 2         S
-# 3         S
-# 4         R
-# 5         R
+# 2         R
+# 3         R
+# 4         S
+# 5         S
 # 6         S

We can now add the interpretation of MDR-TB to our data set. You can use:

@@ -361,40 +361,40 @@ Unique: 5

1 Mono-resistant -3313 -66.26% -3313 -66.26% +3327 +66.54% +3327 +66.54% 2 Negative -631 -12.62% -3944 -78.88% +632 +12.64% +3959 +79.18% 3 Multi-drug-resistant -575 -11.50% -4519 -90.38% +536 +10.72% +4495 +89.90% 4 Poly-resistant -275 -5.50% -4794 -95.88% +277 +5.54% +4772 +95.44% 5 Extensively drug-resistant -206 -4.12% +228 +4.56% 5000 100.00% diff --git a/docs/articles/PCA.html b/docs/articles/PCA.html index bff885c4..4d2400ae 100644 --- a/docs/articles/PCA.html +++ b/docs/articles/PCA.html @@ -39,7 +39,7 @@ AMR (for R) - 1.4.0.9008 + 1.4.0.9032
@@ -187,8 +187,7 @@ - -
+

The result can be reviewed with the good old summary() function:

 summary(pca_result)
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/dev/null +++ b/docs/articles/PCA_files/header-attrs-2.4/header-attrs.js @@ -0,0 +1,12 @@ +// Pandoc 2.9 adds attributes on both header and div. We remove the former (to +// be compatible with the behavior of Pandoc < 2.8). +document.addEventListener('DOMContentLoaded', function(e) { + var hs = document.querySelectorAll("div.section[class*='level'] > :first-child"); + var i, h, a; + for (i = 0; i < hs.length; i++) { + h = hs[i]; + if (!/^h[1-6]$/i.test(h.tagName)) continue; // it should be a header h1-h6 + a = h.attributes; + while (a.length > 0) h.removeAttribute(a[0].name); + } +}); diff --git a/docs/articles/SPSS.html b/docs/articles/SPSS.html index a482d9a9..c3c45e98 100644 --- a/docs/articles/SPSS.html +++ b/docs/articles/SPSS.html @@ -39,7 +39,7 @@ AMR (for R) - 1.4.0.9008 + 1.4.0.9032

@@ -187,14 +187,13 @@ - -
+

You can now import files as follows:

@@ -345,21 +344,21 @@

To read files from SPSS into R:

 # read any SPSS file based on file extension (best way):
-read_spss(file = "path/to/file")
+read_spss(file = "path/to/file")
 
 # read .sav or .zsav file:
-read_sav(file = "path/to/file")
+read_sav(file = "path/to/file")
 
 # read .por file:
-read_por(file = "path/to/file")
-

Do not forget about as_factor(), as mentioned above.

+read_por(file = "path/to/file")

+

Do not forget about as_factor(), as mentioned above.

To export your R objects to the SPSS file format:

 # save as .sav file:
-write_sav(data = yourdata, path = "path/to/file")
+write_sav(data = yourdata, path = "path/to/file")
 
 # save as compressed .zsav file:
-write_sav(data = yourdata, path = "path/to/file", compress = TRUE)
+write_sav(data = yourdata, path = "path/to/file", compress = TRUE)

@@ -367,18 +366,18 @@

To read files from SAS into R:

 # read .sas7bdat + .sas7bcat files:
-read_sas(data_file = "path/to/file", catalog_file = NULL)
+read_sas(data_file = "path/to/file", catalog_file = NULL)
 
 # read SAS transport files (version 5 and version 8):
-read_xpt(file = "path/to/file")
+read_xpt(file = "path/to/file")

To export your R objects to the SAS file format:

 # save as regular SAS file:
-write_sas(data = yourdata, path = "path/to/file")
+write_sas(data = yourdata, path = "path/to/file")
 
 # the SAS transport format is an open format 
 # (required for submission of the data to the FDA)
-write_xpt(data = yourdata, path = "path/to/file", version = 8)
+write_xpt(data = yourdata, path = "path/to/file", version = 8)

@@ -386,15 +385,15 @@

To read files from Stata into R:

 # read .dta file:
-read_stata(file = "/path/to/file")
+read_stata(file = "/path/to/file")
 
 # works exactly the same:
-read_dta(file = "/path/to/file")
+read_dta(file = "/path/to/file")

To export your R objects to the Stata file format:

 # save as .dta file, Stata version 14:
 # (supports Stata v8 until v15 at the time of writing)
-write_dta(data = yourdata, path = "/path/to/file", version = 14)
+write_dta(data = yourdata, path = "/path/to/file", version = 14) diff --git a/docs/articles/SPSS_files/header-attrs-2.4/header-attrs.js b/docs/articles/SPSS_files/header-attrs-2.4/header-attrs.js new file mode 100644 index 00000000..dd57d92e --- /dev/null +++ b/docs/articles/SPSS_files/header-attrs-2.4/header-attrs.js @@ -0,0 +1,12 @@ +// Pandoc 2.9 adds attributes on both header and div. We remove the former (to +// be compatible with the behavior of Pandoc < 2.8). +document.addEventListener('DOMContentLoaded', function(e) { + var hs = document.querySelectorAll("div.section[class*='level'] > :first-child"); + var i, h, a; + for (i = 0; i < hs.length; i++) { + h = hs[i]; + if (!/^h[1-6]$/i.test(h.tagName)) continue; // it should be a header h1-h6 + a = h.attributes; + while (a.length > 0) h.removeAttribute(a[0].name); + } +}); diff --git a/docs/articles/WHONET.html b/docs/articles/WHONET.html index 273f3e19..08e00195 100644 --- a/docs/articles/WHONET.html +++ b/docs/articles/WHONET.html @@ -39,7 +39,7 @@ AMR (for R) - 1.4.0.9008 + 1.4.0.9032 @@ -187,8 +187,7 @@ - -
+
@@ -227,20 +227,20 @@ times = 10) print(S.aureus, unit = "ms", signif = 2) # Unit: milliseconds -# expr min lq mean median uq max -# as.mo("sau") 11.0 12 16.0 14.0 15.0 40.0 -# as.mo("stau") 110.0 120 140.0 140.0 150.0 160.0 -# as.mo("STAU") 110.0 120 140.0 140.0 140.0 150.0 -# as.mo("staaur") 12.0 13 20.0 15.0 16.0 45.0 -# as.mo("STAAUR") 15.0 15 26.0 16.0 41.0 58.0 -# as.mo("S. aureus") 31.0 35 50.0 59.0 62.0 65.0 -# as.mo("S aureus") 27.0 33 59.0 59.0 62.0 160.0 -# as.mo("Staphylococcus aureus") 1.9 2 2.4 2.4 2.7 2.9 -# as.mo("Staphylococcus aureus (MRSA)") 910.0 960 980.0 970.0 1000.0 1100.0 -# as.mo("Sthafilokkockus aaureuz") 400.0 410 430.0 420.0 440.0 560.0 -# as.mo("MRSA") 12.0 13 19.0 15.0 15.0 42.0 -# as.mo("VISA") 20.0 22 31.0 24.0 47.0 54.0 -# as.mo("VRSA") 22.0 23 35.0 24.0 52.0 56.0 +# expr min lq mean median uq max +# as.mo("sau") 13.0 13.0 17.0 15.0 16.0 43.0 +# as.mo("stau") 120.0 120.0 140.0 150.0 150.0 160.0 +# as.mo("STAU") 120.0 150.0 150.0 150.0 160.0 160.0 +# as.mo("staaur") 13.0 13.0 17.0 14.0 16.0 44.0 +# as.mo("STAAUR") 13.0 14.0 19.0 16.0 16.0 48.0 +# as.mo("S. aureus") 34.0 58.0 61.0 63.0 68.0 86.0 +# as.mo("S aureus") 33.0 34.0 46.0 36.0 63.0 63.0 +# as.mo("Staphylococcus aureus") 2.3 2.5 2.5 2.5 2.6 2.7 +# as.mo("Staphylococcus aureus (MRSA)") 980.0 980.0 1000.0 1000.0 1000.0 1100.0 +# as.mo("Sthafilokkockus aaureuz") 430.0 430.0 440.0 440.0 440.0 460.0 +# as.mo("MRSA") 13.0 14.0 18.0 16.0 17.0 43.0 +# as.mo("VISA") 21.0 22.0 23.0 22.0 24.0 25.0 +# as.mo("VRSA") 22.0 23.0 35.0 27.0 52.0 55.0 # neval # 10 # 10 @@ -284,8 +284,8 @@ print(run_it, unit = "ms", signif = 3) # Unit: milliseconds # expr min lq mean median uq max neval -# mo_name(x) 165 176 223 202 274 318 10
-

So getting official taxonomic names of 2,000,000 (!!) items consisting of 90 unique values only takes 0.202 seconds. You only lose time on your unique input values.

+# mo_name(x) 145 190 221 213 248 313 10
+

So getting official taxonomic names of 2,000,000 (!!) items consisting of 90 unique values only takes 0.213 seconds. You only lose time on your unique input values.

@@ -299,10 +299,10 @@ print(run_it, unit = "ms", signif = 3) # Unit: milliseconds # expr min lq mean median uq max neval -# A 7.83 8.05 9.56 9.43 10.90 12.90 10 -# B 23.50 24.40 30.20 25.50 26.80 74.50 10 -# C 2.00 2.19 2.42 2.41 2.56 3.06 10

-

So going from mo_name("Staphylococcus aureus") to "Staphylococcus aureus" takes 0.0024 seconds - it doesn’t even start calculating if the result would be the same as the expected resulting value. That goes for all helper functions:

+# A 8.36 8.59 8.99 9.07 9.29 9.62 10 +# B 26.80 27.50 28.10 28.00 29.10 29.80 10 +# C 2.06 2.15 6.68 2.50 2.69 45.20 10 +

So going from mo_name("Staphylococcus aureus") to "Staphylococcus aureus" takes 0.0025 seconds - it doesn’t even start calculating if the result would be the same as the expected resulting value. That goes for all helper functions:

 run_it <- microbenchmark(A = mo_species("aureus"),
                          B = mo_genus("Staphylococcus"),
@@ -316,14 +316,14 @@
 print(run_it, unit = "ms", signif = 3)
 # Unit: milliseconds
 #  expr  min   lq mean median   uq  max neval
-#     A 1.69 1.75 1.90   1.86 2.00 2.25    10
-#     B 1.69 1.72 1.86   1.79 1.87 2.43    10
-#     C 1.67 1.75 1.89   1.81 1.93 2.67    10
-#     D 1.64 1.73 1.87   1.87 1.94 2.23    10
-#     E 1.65 1.75 1.90   1.83 1.92 2.35    10
-#     F 1.70 1.75 1.87   1.85 1.93 2.20    10
-#     G 1.73 1.83 1.93   1.93 2.01 2.25    10
-#     H 1.65 1.73 1.85   1.77 2.06 2.11    10
+# A 1.68 1.91 2.13 2.08 2.43 2.62 10 +# B 1.89 1.99 2.16 2.05 2.30 2.69 10 +# C 1.87 1.91 2.09 2.00 2.28 2.46 10 +# D 1.65 1.71 1.92 1.87 1.98 2.58 10 +# E 1.64 1.74 1.90 1.87 1.98 2.34 10 +# F 1.86 1.92 2.05 2.05 2.16 2.27 10 +# G 1.73 1.80 1.99 1.97 2.14 2.29 10 +# H 1.85 1.93 2.08 1.98 2.15 2.93 10

Of course, when running mo_phylum("Firmicutes") the function has zero knowledge about the actual microorganism, namely S. aureus. But since the result would be "Firmicutes" anyway, there is no point in calculating the result. And because this package ‘knows’ all phyla of all known bacteria (according to the Catalogue of Life), it can just return the initial value immediately.

@@ -351,13 +351,13 @@ print(run_it, unit = "ms", signif = 4) # Unit: milliseconds # expr min lq mean median uq max neval -# en 16.23 16.62 21.00 17.00 18.51 59.06 100 -# de 19.27 19.96 22.73 20.36 21.08 69.70 100 -# nl 31.40 32.54 38.76 33.16 35.34 82.43 100 -# es 19.36 19.75 23.61 20.26 20.88 67.39 100 -# it 19.24 19.64 21.23 20.00 20.72 62.92 100 -# fr 19.19 19.82 25.12 20.16 21.49 70.00 100 -# pt 19.18 19.64 22.44 20.23 21.47 60.56 100
+# en 16.16 17.85 22.42 18.54 19.61 68.28 100 +# de 19.55 21.38 24.37 21.96 22.95 61.55 100 +# nl 31.64 35.08 40.58 36.34 37.88 79.00 100 +# es 18.03 21.46 25.61 22.09 23.30 64.97 100 +# it 17.82 21.01 23.29 21.80 22.82 58.47 100 +# fr 18.19 21.29 25.63 21.93 23.20 60.48 100 +# pt 17.76 21.07 24.81 21.83 23.39 65.00 100

Currently supported are German, Dutch, Spanish, Italian, French and Portuguese.

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Source

-

This data set contains all defined intrinsic resistance by EUCAST of all bug-drug combinations, and is based on ‘EUCAST Expert Rules / EUCAST Intrinsic Resistance and Unusual Phenotypes’, v3.2 from 2020.

+

This data set contains all defined intrinsic resistance by EUCAST of all bug-drug combinations, and is based on ‘’EUCAST Expert Rules’ and ‘EUCAST Intrinsic Resistance and Unusual Phenotypes’’, v3.2 from 2020.

diff --git a/docs/articles/index.html b/docs/articles/index.html index 20d49cb0..c23a520e 100644 --- a/docs/articles/index.html +++ b/docs/articles/index.html @@ -81,7 +81,7 @@ AMR (for R) - 1.4.0.9032 + 1.4.0.9033

diff --git a/docs/articles/resistance_predict.html b/docs/articles/resistance_predict.html index a7866c12..fc3ce962 100644 --- a/docs/articles/resistance_predict.html +++ b/docs/articles/resistance_predict.html @@ -39,7 +39,7 @@ AMR (for R) - 1.4.0.9008 + 1.4.0.9032 @@ -187,8 +187,7 @@ - -
+

The function will look for a date column itself if col_date is not set.

When running any of these commands, a summary of the regression model will be printed unless using resistance_predict(..., info = FALSE).

-
# NOTE: Using column `date` as input for `col_date`.
+
# NOTE: Using column 'date' as input for `col_date`.

This text is only a printed summary - the actual result (output) of the function is a data.frame containing for each year: the number of observations, the actual observed resistance, the estimated resistance and the standard error below and above the estimation:

 predict_TZP
@@ -290,7 +289,7 @@
   filter(mo_gramstain(mo, language = NULL) == "Gram-positive") %>%
   resistance_predict(col_ab = "VAN", year_min = 2010, info = FALSE, model = "binomial") %>% 
   ggplot_rsi_predict()
-# NOTE: Using column `date` as input for `col_date`.
+# NOTE: Using column 'date' as input for `col_date`.

Vancomycin resistance could be 100% in ten years, but might also stay around 0%.

You can define the model with the model parameter. The model chosen above is a generalised linear regression model using a binomial distribution, assuming that a period of zero resistance was followed by a period of increasing resistance leading slowly to more and more resistance.

@@ -336,7 +335,7 @@ filter(mo_gramstain(mo, language = NULL) == "Gram-positive") %>% resistance_predict(col_ab = "VAN", year_min = 2010, info = FALSE, model = "linear") %>% ggplot_rsi_predict() -# NOTE: Using column `date` as input for `col_date`.
+# NOTE: Using column 'date' as input for `col_date`.

This seems more likely, doesn’t it?

The model itself is also available from the object, as an attribute:

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@@ -1087,7 +1087,7 @@ This works for all drug combinations, such as ampicillin/sulbactam, ceftazidime/
  • The age() function gained a new parameter exact to determine ages with decimals
  • Removed deprecated functions guess_mo(), guess_atc(), EUCAST_rules(), interpretive_reading(), rsi()
  • -
  • Frequency tables (freq()): +
  • Frequency tables (freq()):
    • speed improvement for microbial IDs

    • fixed factor level names for R Markdown

    • @@ -1096,12 +1096,12 @@ This works for all drug combinations, such as ampicillin/sulbactam, ceftazidime/

      support for boxplots:

       septic_patients %>% 
      -  freq(age) %>% 
      +  freq(age) %>% 
         boxplot()
       # grouped boxplots:
       septic_patients %>% 
         group_by(hospital_id) %>% 
      -  freq(age) %>%
      +  freq(age) %>%
         boxplot()
    @@ -1111,7 +1111,7 @@ This works for all drug combinations, such as ampicillin/sulbactam, ceftazidime/
  • Added ceftazidim intrinsic resistance to Streptococci
  • Changed default settings for age_groups(), to let groups of fives and tens end with 100+ instead of 120+
  • -
  • Fix for freq() for when all values are NA +
  • Fix for freq() for when all values are NA
  • Fix for first_isolate() for when dates are missing
  • Improved speed of guess_ab_col() @@ -1343,7 +1343,7 @@ This works for all drug combinations, such as ampicillin/sulbactam, ceftazidime/
  • -
  • Frequency tables (freq() function): +
  • Frequency tables (freq() function):