Built site for AMR@3.0.1.9085: c4069da

Built site for AMR@3.0.1.9084: 9237bfb
Built site for AMR@3.0.1.9083: ea996c8
2026-07-18 11:50:54 +02:00 · 2026-07-09 19:19:14 +00:00 · 2026-07-09 15:31:07 +00:00 · 2026-07-03 17:54:12 +00:00 · 2026-07-03 17:25:25 +00:00
92 changed files with 194 additions and 237 deletions
--- a/404.html
+++ b/404.html
@@ -31,7 +31,7 @@

    <a class="navbar-brand me-2" href="https://amr-for-r.org/index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/CLAUDE.html
+++ b/CLAUDE.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/LICENSE-text.html
+++ b/LICENSE-text.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/articles/AMR.html
+++ b/articles/AMR.html
@@ -30,7 +30,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@@ -91,7 +91,7 @@
 website update since they are based on randomly created values and the
 page was written in <a href="https://rmarkdown.rstudio.com/" class="external-link">R
 Markdown</a>. However, the methodology remains unchanged. This page was
-generated on 27 June 2026.</p>
+generated on 09 July 2026.</p>
 <div class="section level2">
 <h2 id="introduction">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
 </h2>
@@ -147,21 +147,21 @@ make the structure of your data generally look like this:</p>
 </tr></thead>
 <tbody>
 <tr class="odd">
-<td align="center">2026-06-27</td>
+<td align="center">2026-07-09</td>
 <td align="center">abcd</td>
 <td align="center">Escherichia coli</td>
 <td align="center">S</td>
 <td align="center">S</td>
 </tr>
 <tr class="even">
-<td align="center">2026-06-27</td>
+<td align="center">2026-07-09</td>
 <td align="center">abcd</td>
 <td align="center">Escherichia coli</td>
 <td align="center">S</td>
 <td align="center">R</td>
 </tr>
 <tr class="odd">
-<td align="center">2026-06-27</td>
+<td align="center">2026-07-09</td>
 <td align="center">efgh</td>
 <td align="center">Escherichia coli</td>
 <td align="center">R</td>
--- a/articles/AMR.md
+++ b/articles/AMR.md
@@ -3,7 +3,7 @@
 **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](https://rmarkdown.rstudio.com/). However, the
-methodology remains unchanged. This page was generated on 27 June 2026.
+methodology remains unchanged. This page was generated on 09 July 2026.

 ## Introduction

@@ -51,9 +51,9 @@ structure of your data generally look like this:

 |    date    | patient_id |        mo        | AMX | CIP |
 |:----------:|:----------:|:----------------:|:---:|:---:|
-| 2026-06-27 |    abcd    | Escherichia coli |  S  |  S  |
-| 2026-06-27 |    abcd    | Escherichia coli |  S  |  R  |
-| 2026-06-27 |    efgh    | Escherichia coli |  R  |  S  |
+| 2026-07-09 |    abcd    | Escherichia coli |  S  |  S  |
+| 2026-07-09 |    abcd    | Escherichia coli |  S  |  R  |
+| 2026-07-09 |    efgh    | Escherichia coli |  R  |  S  |

 ### Needed R packages

--- a/articles/AMR_for_Python.html
+++ b/articles/AMR_for_Python.html
@@ -30,7 +30,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/articles/AMR_with_tidymodels.html
+++ b/articles/AMR_with_tidymodels.html
@@ -30,7 +30,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/articles/EUCAST.html
+++ b/articles/EUCAST.html
@@ -30,7 +30,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/articles/PCA.html
+++ b/articles/PCA.html
@@ -30,7 +30,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/articles/WHONET.html
+++ b/articles/WHONET.html
@@ -30,7 +30,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/articles/WISCA.html
+++ b/articles/WISCA.html
@@ -30,7 +30,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/articles/datasets.html
+++ b/articles/datasets.html
@@ -30,7 +30,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@@ -80,7 +80,7 @@
  <main id="main" class="col-md-9"><div class="page-header">
      <img src="../logo.svg" class="logo" alt=""><h1>Download data sets for download / own use</h1>
            
-            <h4 data-toc-skip class="date">27 June 2026</h4>
+            <h4 data-toc-skip class="date">09 July 2026</h4>
      
      <small class="dont-index">Source: <a href="https://github.com/msberends/AMR/blob/main/vignettes/datasets.Rmd" class="external-link"><code>vignettes/datasets.Rmd</code></a></small>
      <div class="d-none name"><code>datasets.Rmd</code></div>
@@ -441,8 +441,8 @@ column names:<br><em>ab</em>, <em>cid</em>, <em>name</em>, <em>group</em>, <em>a
 <em>iv_ddd</em>, <em>iv_units</em>, and <em>loinc</em>.</p>
 <p>This data set is in R available as <code>antimicrobials</code>, after
 you load the <code>AMR</code> package.</p>
-<p>It was last updated on 27 June 2026 12:31:58 UTC. Find more info
-about the contents, (scientific) source, and structure of this <a href="https://amr-for-r.org/reference/antimicrobials.html">data set
+<p>It was last updated on 9 July 2026 19:05:33 UTC. Find more info about
+the contents, (scientific) source, and structure of this <a href="https://amr-for-r.org/reference/antimicrobials.html">data set
 here</a>.</p>
 <p><strong>Direct download links:</strong></p>
 <ul>
@@ -612,20 +612,20 @@ inhibitors</td>
 <code>clinical_breakpoints</code>: Interpretation from MIC values
 &amp; disk diameters to SIR<a class="anchor" aria-label="anchor" href="#clinical_breakpoints-interpretation-from-mic-values-disk-diameters-to-sir"></a>
 </h2>
-<p>A data set with 45 555 rows and 14 columns, containing the following
+<p>A data set with 45 735 rows and 14 columns, containing the following
 column names:<br><em>guideline</em>, <em>type</em>, <em>host</em>, <em>method</em>,
 <em>site</em>, <em>mo</em>, <em>rank_index</em>, <em>ab</em>,
 <em>ref_tbl</em>, <em>disk_dose</em>, <em>breakpoint_S</em>,
 <em>breakpoint_R</em>, <em>uti</em>, and <em>is_SDD</em>.</p>
 <p>This data set is in R available as <code>clinical_breakpoints</code>,
 after you load the <code>AMR</code> package.</p>
-<p>It was last updated on 22 June 2026 23:38:13 UTC. Find more info
-about the contents, (scientific) source, and structure of this <a href="https://amr-for-r.org/reference/clinical_breakpoints.html">data
+<p>It was last updated on 9 July 2026 15:14:59 UTC. Find more info about
+the contents, (scientific) source, and structure of this <a href="https://amr-for-r.org/reference/clinical_breakpoints.html">data
 set here</a>.</p>
 <p><strong>Direct download links:</strong></p>
 <ul>
 <li>Download as <a href="https://github.com/msberends/AMR/raw/main/data-raw/datasets/clinical_breakpoints.rds" class="external-link">original
-R Data Structure (RDS) file</a> (92 kB)<br>
+R Data Structure (RDS) file</a> (93 kB)<br>
 </li>
 <li>Download as <a href="https://github.com/msberends/AMR/raw/main/data-raw/datasets/clinical_breakpoints.txt" class="external-link">tab-separated
 text file</a> (4.2 MB)<br>
@@ -637,7 +637,7 @@ Excel workbook</a> (2.7 MB)<br>
 Feather file</a> (2 MB)<br>
 </li>
 <li>Download as <a href="https://github.com/msberends/AMR/raw/main/data-raw/datasets/clinical_breakpoints.parquet" class="external-link">Apache
-Parquet file</a> (0.1 MB)<br>
+Parquet file</a> (0.2 MB)<br>
 </li>
 <li>Download as <a href="https://github.com/msberends/AMR/raw/main/data-raw/datasets/clinical_breakpoints.sav" class="external-link">IBM
 SPSS Statistics data file</a> (7.5 MB)<br>
--- a/articles/datasets.md
+++ b/articles/datasets.md
@@ -100,7 +100,7 @@ names:
 This data set is in R available as `antimicrobials`, after you load the
 `AMR` package.

-It was last updated on 27 June 2026 12:31:58 UTC. Find more info about
+It was last updated on 9 July 2026 19:05:33 UTC. Find more info about
 the contents, (scientific) source, and structure of this [data set
 here](https://amr-for-r.org/reference/antimicrobials.html).

@@ -147,7 +147,7 @@ as comma separated values.

 ## `clinical_breakpoints`: Interpretation from MIC values & disk diameters to SIR

-A data set with 45 555 rows and 14 columns, containing the following
+A data set with 45 735 rows and 14 columns, containing the following
 column names:  
 *guideline*, *type*, *host*, *method*, *site*, *mo*, *rank_index*, *ab*,
 *ref_tbl*, *disk_dose*, *breakpoint_S*, *breakpoint_R*, *uti*, and
@@ -156,7 +156,7 @@ column names:
 This data set is in R available as `clinical_breakpoints`, after you
 load the `AMR` package.

-It was last updated on 22 June 2026 23:38:13 UTC. Find more info about
+It was last updated on 9 July 2026 15:14:59 UTC. Find more info about
 the contents, (scientific) source, and structure of this [data set
 here](https://amr-for-r.org/reference/clinical_breakpoints.html).

@@ -164,7 +164,7 @@ here](https://amr-for-r.org/reference/clinical_breakpoints.html).

 - Download as [original R Data Structure (RDS)
  file](https://github.com/msberends/AMR/raw/main/data-raw/datasets/clinical_breakpoints.rds)
-  (92 kB)  
+  (93 kB)  
 - Download as [tab-separated text
  file](https://github.com/msberends/AMR/raw/main/data-raw/datasets/clinical_breakpoints.txt)
  (4.2 MB)  
@@ -176,7 +176,7 @@ here](https://amr-for-r.org/reference/clinical_breakpoints.html).
  (2 MB)  
 - Download as [Apache Parquet
  file](https://github.com/msberends/AMR/raw/main/data-raw/datasets/clinical_breakpoints.parquet)
-  (0.1 MB)  
+  (0.2 MB)  
 - Download as [IBM SPSS Statistics data
  file](https://github.com/msberends/AMR/raw/main/data-raw/datasets/clinical_breakpoints.sav)
  (7.5 MB)  
--- a/articles/index.html
+++ b/articles/index.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/authors.html
+++ b/authors.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/index.html
+++ b/index.html
@@ -33,7 +33,7 @@

    <a class="navbar-brand me-2" href="index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@@ -85,7 +85,7 @@
 <ul>
 <li>Provides an <strong>all-in-one solution</strong> for antimicrobial resistance (AMR) data analysis in a One Health approach</li>
 <li>
-<strong>Peer-reviewed</strong>, used in over 175 countries, available in 28 languages</li>
+<strong>Peer-reviewed</strong>, used in over 175 countries, cited over 100 times, available in 28 languages</li>
 <li>Generates <strong>antibiograms</strong> - WISCA for empiric coverage estimates, or traditional/syndromic for AMR surveillance</li>
 <li>Provides the <strong>full microbiological taxonomy</strong> of ~97 000 distinct species and extensive info of ~620 antimicrobial drugs</li>
 <li>Applies <strong>CLSI 2011-2026</strong> and <strong>EUCAST 2011-2026</strong> clinical and veterinary breakpoints, and ECOFFs, for MIC and disk zone interpretation</li>
@@ -111,8 +111,8 @@
 <div class="section level2">
 <h2 id="introduction">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
 </h2>
-<p>The <code>AMR</code> package is a peer-reviewed, <a href="#copyright">free and open-source</a> R package with <a href="https://en.wikipedia.org/wiki/Dependency_hell" class="external-link">zero dependencies</a> to simplify the analysis and prediction of Antimicrobial Resistance (AMR) and to work with microbial and antimicrobial data and properties, by using evidence-based methods. <strong>Our aim is to provide a standard</strong> for clean and reproducible AMR data analysis, that can therefore empower epidemiological analyses to continuously enable surveillance and treatment evaluation in any setting. We are a team of <a href="./authors.html">many different researchers</a> from around the globe to make this a successful and durable project!</p>
-<p>This work was published in the Journal of Statistical Software (Volume 104(3); <a href="https://doi.org/10.18637/jss.v104.i03" class="external-link">DOI 10.18637/jss.v104.i03</a>) and formed the basis of two PhD theses (<a href="https://doi.org/10.33612/diss.177417131" class="external-link">DOI 10.33612/diss.177417131</a> and <a href="https://doi.org/10.33612/diss.192486375" class="external-link">DOI 10.33612/diss.192486375</a>).</p>
+<p>The <code>AMR</code> package is a peer-reviewed, <a href="#copyright">free and open-source</a> R package with <a href="https://en.wikipedia.org/wiki/Dependency_hell" class="external-link">zero dependencies</a> to simplify the analysis and prediction of Antimicrobial Resistance (AMR) and to work with microbial and antimicrobial data and properties, by using evidence-based methods.</p>
+<p><strong>Our aim has always been to provide a standard</strong> for clean and reproducible AMR data analysis, that can therefore empower epidemiological analyses to continuously enable surveillance and treatment evaluation in any setting. We are a team of <a href="./authors.html">many different researchers</a> from around the globe to make this a successful and durable project! The <code>AMR</code> package was already cited <a href="https://scholar.google.com/citations?view_op=view_citation&amp;hl=en&amp;citation_for_view=sAoHvIgAAAAJ:0EnyYjriUFMC" class="external-link">over 100 times</a> in scientific research.</p>
 <p>After installing this package, R knows <a href="./reference/microorganisms.html"><strong>~97 000 distinct microbial species</strong></a> (updated mei 2026) and all <a href="./reference/antimicrobials.html"><strong>~620 antimicrobial and antiviral drugs</strong></a> by name and code (including ATC, EARS-Net, ASIARS-Net, PubChem, LOINC and SNOMED CT), and knows all about valid SIR and MIC values. The integral clinical breakpoint guidelines from CLSI 2011-2026 and EUCAST 2011-2026 are included, even with epidemiological cut-off (ECOFF) values. It supports and can read any data format, including WHONET data. This package works on Windows, macOS and Linux with all versions of R since R-3.0 (April 2013). <strong>It was designed to work in any setting, including those with very limited resources</strong>. It was created for both routine data analysis and academic research at the Faculty of Medical Sciences of the <a href="https://www.rug.nl" class="external-link">University of Groningen</a> and the <a href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a>.</p>
 <div class="section level3">
 <h3 id="used-in-over-175-countries-available-in-28-languages">Used in over 175 countries, available in 28 languages<a class="anchor" aria-label="anchor" href="#used-in-over-175-countries-available-in-28-languages"></a>
@@ -191,9 +191,9 @@
 <th align="left">Piperacillin/tazobactam + Tobramycin</th>
 </tr></thead>
 <tbody><tr>
-<td align="left">70% (64.7-75.2%)</td>
-<td align="left">93.6% (92.2-95.1%)</td>
-<td align="left">89.8% (87-92.5%)</td>
+<td align="left">70% (64.8-75.1%)</td>
+<td align="left">93.6% (92.1-95%)</td>
+<td align="left">89.9% (86.9-92.3%)</td>
 </tr></tbody>
 </table>
 <p>WISCA supports stratification by any clinical variable, so you can generate syndrome-specific or ward-specific coverage estimates:</p>
@@ -219,21 +219,21 @@
 <tbody>
 <tr>
 <td align="left">Clinical</td>
-<td align="left">74.6% (68.6-80.6%)</td>
-<td align="left">93.7% (92.1-95.1%)</td>
-<td align="left">90.4% (87-93.1%)</td>
+<td align="left">74.7% (69-80.3%)</td>
+<td align="left">93.6% (92-95.2%)</td>
+<td align="left">90.4% (86.8-93.1%)</td>
 </tr>
 <tr>
 <td align="left">ICU</td>
-<td align="left">57% (48.6-65.7%)</td>
-<td align="left">86.8% (83.6-89.8%)</td>
-<td align="left">82.9% (78.1-87.3%)</td>
+<td align="left">56.9% (48.7-66%)</td>
+<td align="left">86.8% (83.6-90%)</td>
+<td align="left">82.8% (78.3-87.3%)</td>
 </tr>
 <tr>
 <td align="left">Outpatient</td>
-<td align="left">56.9% (45.9-68.2%)</td>
-<td align="left">76.7% (70.6-82.3%)</td>
-<td align="left">68% (57.6-77.2%)</td>
+<td align="left">57.2% (46-68.2%)</td>
+<td align="left">76.5% (70.3-82.2%)</td>
+<td align="left">67.7% (57.3-77.2%)</td>
 </tr>
 </tbody>
 </table>
@@ -391,11 +391,6 @@
 <span>  <span class="fu"><a href="https://dplyr.tidyverse.org/reference/summarise.html" class="external-link">summarise</a></span><span class="op">(</span><span class="fu"><a href="https://dplyr.tidyverse.org/reference/across.html" class="external-link">across</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="va">GEN</span>, <span class="va">TOB</span><span class="op">)</span>,</span>
 <span>                   <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>total_R <span class="op">=</span> <span class="va">resistance</span>,</span>
 <span>                        conf_int <span class="op">=</span> <span class="kw">function</span><span class="op">(</span><span class="va">x</span><span class="op">)</span> <span class="fu"><a href="reference/proportion.html">sir_confidence_interval</a></span><span class="op">(</span><span class="va">x</span>, collapse <span class="op">=</span> <span class="st">"-"</span><span class="op">)</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span>
-<span><span class="co">#&gt; ℹ `resistance()` assumes the EUCAST guideline and thus</span></span>
-<span><span class="co">#&gt;   considers the 'I' category susceptible. Set the `guideline`</span></span>
-<span><span class="co">#&gt;   argument or the `AMR_guideline` option to either "CLSI" or</span></span>
-<span><span class="co">#&gt;   "EUCAST", see `?AMR-options`.</span></span>
-<span><span class="co">#&gt; ℹ This message will be shown once per session.</span></span>
 <span><span class="co">#&gt; # A tibble: 3 × 5</span></span>
 <span><span class="co">#&gt;   ward       GEN_total_R GEN_conf_int TOB_total_R TOB_conf_int</span></span>
 <span><span class="co">#&gt;   &lt;chr&gt;            &lt;dbl&gt; &lt;chr&gt;              &lt;dbl&gt; &lt;chr&gt;       </span></span>
--- a/index.md
+++ b/index.md
@@ -2,8 +2,8 @@

 - Provides an **all-in-one solution** for antimicrobial resistance (AMR)
  data analysis in a One Health approach
- **Peer-reviewed**, used in over 175 countries, available in 28
-  languages
+- **Peer-reviewed**, used in over 175 countries, cited over 100 times,
+  available in 28 languages
 - Generates **antibiograms** - WISCA for empiric coverage estimates, or
  traditional/syndromic for AMR surveillance
 - Provides the **full microbiological taxonomy** of ~97 000 distinct
@@ -36,19 +36,17 @@ R package with [zero
 dependencies](https://en.wikipedia.org/wiki/Dependency_hell) to simplify
 the analysis and prediction of Antimicrobial Resistance (AMR) and to
 work with microbial and antimicrobial data and properties, by using
-evidence-based methods. **Our aim is to provide a standard** for clean
-and reproducible AMR data analysis, that can therefore empower
+evidence-based methods.
+
+**Our aim has always been to provide a standard** for clean and
+reproducible AMR data analysis, that can therefore empower
 epidemiological analyses to continuously enable surveillance and
 treatment evaluation in any setting. We are a team of [many different
 researchers](https://amr-for-r.org/authors.md) from around the globe to
-make this a successful and durable project!
-
-This work was published in the Journal of Statistical Software (Volume
-104(3); [DOI
-10.18637/jss.v104.i03](https://doi.org/10.18637/jss.v104.i03)) and
-formed the basis of two PhD theses ([DOI
-10.33612/diss.177417131](https://doi.org/10.33612/diss.177417131) and
-[DOI 10.33612/diss.192486375](https://doi.org/10.33612/diss.192486375)).
+make this a successful and durable project! The `AMR` package was
+already cited [over 100
+times](https://scholar.google.com/citations?view_op=view_citation&hl=en&citation_for_view=sAoHvIgAAAAJ:0EnyYjriUFMC)
+in scientific research.

 After installing this package, R knows [**~97 000 distinct microbial
 species**](https://amr-for-r.org/reference/microorganisms.md) (updated
@@ -183,7 +181,7 @@ wisca(example_isolates,

 | Piperacillin/tazobactam | Piperacillin/tazobactam + Gentamicin | Piperacillin/tazobactam + Tobramycin |
 |:---|:---|:---|
-| 70% (64.7-75.2%) | 93.6% (92.2-95.1%) | 89.8% (87-92.5%) |
+| 70% (64.8-75.1%) | 93.6% (92.1-95%) | 89.9% (86.9-92.3%) |

 WISCA supports stratification by any clinical variable, so you can
 generate syndrome-specific or ward-specific coverage estimates:
@@ -199,9 +197,9 @@ wisca(example_isolates,

 | Syndromic Group | Piperacillin/tazobactam | Piperacillin/tazobactam + Gentamicin | Piperacillin/tazobactam + Tobramycin |
 |:---|:---|:---|:---|
-| Clinical | 74.6% (68.6-80.6%) | 93.7% (92.1-95.1%) | 90.4% (87-93.1%) |
-| ICU | 57% (48.6-65.7%) | 86.8% (83.6-89.8%) | 82.9% (78.1-87.3%) |
-| Outpatient | 56.9% (45.9-68.2%) | 76.7% (70.6-82.3%) | 68% (57.6-77.2%) |
+| Clinical | 74.7% (69-80.3%) | 93.6% (92-95.2%) | 90.4% (86.8-93.1%) |
+| ICU | 56.9% (48.7-66%) | 86.8% (83.6-90%) | 82.8% (78.3-87.3%) |
+| Outpatient | 57.2% (46-68.2%) | 76.5% (70.3-82.2%) | 67.7% (57.3-77.2%) |

 **For AMR surveillance**, traditional antibiograms remain the right tool
 for tracking resistance per species over time:
@@ -310,11 +308,6 @@ example_isolates %>%
  summarise(across(c(GEN, TOB),
                   list(total_R = resistance,
                        conf_int = function(x) sir_confidence_interval(x, collapse = "-"))))
-#> ℹ `resistance()` assumes the EUCAST guideline and thus
-#>   considers the 'I' category susceptible. Set the `guideline`
-#>   argument or the `AMR_guideline` option to either "CLSI" or
-#>   "EUCAST", see `?AMR-options`.
-#> ℹ This message will be shown once per session.
 #> # A tibble: 3 × 5
 #>   ward       GEN_total_R GEN_conf_int TOB_total_R TOB_conf_int
 #>   <chr>            <dbl> <chr>              <dbl> <chr>       
--- a/llms.txt
+++ b/llms.txt
@@ -2,8 +2,8 @@

 - Provides an **all-in-one solution** for antimicrobial resistance (AMR)
  data analysis in a One Health approach
- **Peer-reviewed**, used in over 175 countries, available in 28
-  languages
+- **Peer-reviewed**, used in over 175 countries, cited over 100 times,
+  available in 28 languages
 - Generates **antibiograms** - WISCA for empiric coverage estimates, or
  traditional/syndromic for AMR surveillance
 - Provides the **full microbiological taxonomy** of ~97 000 distinct
@@ -36,19 +36,17 @@ R package with [zero
 dependencies](https://en.wikipedia.org/wiki/Dependency_hell) to simplify
 the analysis and prediction of Antimicrobial Resistance (AMR) and to
 work with microbial and antimicrobial data and properties, by using
-evidence-based methods. **Our aim is to provide a standard** for clean
-and reproducible AMR data analysis, that can therefore empower
+evidence-based methods.
+
+**Our aim has always been to provide a standard** for clean and
+reproducible AMR data analysis, that can therefore empower
 epidemiological analyses to continuously enable surveillance and
 treatment evaluation in any setting. We are a team of [many different
 researchers](https://amr-for-r.org/authors.md) from around the globe to
-make this a successful and durable project!
-
-This work was published in the Journal of Statistical Software (Volume
-104(3); [DOI
-10.18637/jss.v104.i03](https://doi.org/10.18637/jss.v104.i03)) and
-formed the basis of two PhD theses ([DOI
-10.33612/diss.177417131](https://doi.org/10.33612/diss.177417131) and
-[DOI 10.33612/diss.192486375](https://doi.org/10.33612/diss.192486375)).
+make this a successful and durable project! The `AMR` package was
+already cited [over 100
+times](https://scholar.google.com/citations?view_op=view_citation&hl=en&citation_for_view=sAoHvIgAAAAJ:0EnyYjriUFMC)
+in scientific research.

 After installing this package, R knows [**~97 000 distinct microbial
 species**](https://amr-for-r.org/reference/microorganisms.md) (updated
@@ -183,7 +181,7 @@ wisca(example_isolates,

 | Piperacillin/tazobactam | Piperacillin/tazobactam + Gentamicin | Piperacillin/tazobactam + Tobramycin |
 |:---|:---|:---|
-| 70% (64.7-75.2%) | 93.6% (92.2-95.1%) | 89.8% (87-92.5%) |
+| 70% (64.8-75.1%) | 93.6% (92.1-95%) | 89.9% (86.9-92.3%) |

 WISCA supports stratification by any clinical variable, so you can
 generate syndrome-specific or ward-specific coverage estimates:
@@ -199,9 +197,9 @@ wisca(example_isolates,

 | Syndromic Group | Piperacillin/tazobactam | Piperacillin/tazobactam + Gentamicin | Piperacillin/tazobactam + Tobramycin |
 |:---|:---|:---|:---|
-| Clinical | 74.6% (68.6-80.6%) | 93.7% (92.1-95.1%) | 90.4% (87-93.1%) |
-| ICU | 57% (48.6-65.7%) | 86.8% (83.6-89.8%) | 82.9% (78.1-87.3%) |
-| Outpatient | 56.9% (45.9-68.2%) | 76.7% (70.6-82.3%) | 68% (57.6-77.2%) |
+| Clinical | 74.7% (69-80.3%) | 93.6% (92-95.2%) | 90.4% (86.8-93.1%) |
+| ICU | 56.9% (48.7-66%) | 86.8% (83.6-90%) | 82.8% (78.3-87.3%) |
+| Outpatient | 57.2% (46-68.2%) | 76.5% (70.3-82.2%) | 67.7% (57.3-77.2%) |

 **For AMR surveillance**, traditional antibiograms remain the right tool
 for tracking resistance per species over time:
@@ -310,11 +308,6 @@ example_isolates %>%
  summarise(across(c(GEN, TOB),
                   list(total_R = resistance,
                        conf_int = function(x) sir_confidence_interval(x, collapse = "-"))))
-#> ℹ `resistance()` assumes the EUCAST guideline and thus
-#>   considers the 'I' category susceptible. Set the `guideline`
-#>   argument or the `AMR_guideline` option to either "CLSI" or
-#>   "EUCAST", see `?AMR-options`.
-#> ℹ This message will be shown once per session.
 #> # A tibble: 3 × 5
 #>   ward       GEN_total_R GEN_conf_int TOB_total_R TOB_conf_int
 #>   <chr>            <dbl> <chr>              <dbl> <chr>       
--- a/news/index.html
+++ b/news/index.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@@ -49,15 +49,15 @@
    </div>

    <div class="section level2">
-<h2 class="pkg-version" data-toc-text="3.0.1.9081" id="amr-3019081">AMR 3.0.1.9081<a class="anchor" aria-label="anchor" href="#amr-3019081"></a></h2>
+<h2 class="pkg-version" data-toc-text="3.0.1.9085" id="amr-3019085">AMR 3.0.1.9085<a class="anchor" aria-label="anchor" href="#amr-3019085"></a></h2>
 <p>Planned as v3.1.0, end of June 2026.</p>
 <div class="section level4">
-<h4 id="breaking-changes-3-0-1-9081">Breaking Changes<a class="anchor" aria-label="anchor" href="#breaking-changes-3-0-1-9081"></a></h4>
+<h4 id="breaking-changes-3-0-1-9085">Breaking Changes<a class="anchor" aria-label="anchor" href="#breaking-changes-3-0-1-9085"></a></h4>
 <ul><li>The former <em>kingdoms</em> Bacteria and Archaea are now each divided into four kingdoms with new top-level <em>domains</em> ‘Bacteria’ and ‘Archaea’ (Göker and Oren, 2024, DOI: 10.1099/ijsem.0.006242). Following this, a new <code>domain</code> column in the <code>microorganisms</code> data set was added, and more importantly, <code><a href="../reference/mo_property.html">mo_kingdom()</a></code> now returns the formal kingdom (e.g. <code>"Pseudomonadati"</code> instead of <code>"Bacteria"</code>). Use <code><a href="../reference/mo_property.html">mo_domain()</a></code> for the old behaviour. For non-prokaryotic kingdoms (Fungi, Protozoa, etc.), <code>kingdom</code> and <code>domain</code> are identical.</li>
 <li>Faster parallel computing via the <code>future</code> package for <code><a href="../reference/as.sir.html">as.sir()</a></code> and <code><a href="../reference/antibiogram.html">wisca()</a></code>: a non-sequential plan (e.g. <code>future::plan(future::multisession)</code>) must be active before using <code>parallel = TRUE</code>.</li>
 </ul></div>
 <div class="section level4">
-<h4 id="new-3-0-1-9081">New<a class="anchor" aria-label="anchor" href="#new-3-0-1-9081"></a></h4>
+<h4 id="new-3-0-1-9085">New<a class="anchor" aria-label="anchor" href="#new-3-0-1-9085"></a></h4>
 <ul><li>EUCAST 2026 and CLSI 2026 breakpoints: over 5,700 new breakpoints added to the <code>clinical_breakpoints</code> data set; EUCAST 2026 is now the default for all MIC and disk diffusion interpretations</li>
 <li>Wildtype/Non-wildtype (WT/NWT) output when using ECOFF-based interpretation, by setting <code>breakpoint_type = "ECOFF"</code> in <code><a href="../reference/as.sir.html">as.sir()</a></code>; WT/NWT results are fully supported in all resistance/susceptibility functions and plots (<a href="https://github.com/msberends/AMR/issues/254" class="external-link">#254</a>)</li>
 <li>
@@ -74,7 +74,7 @@
 <li>New <code><a href="../reference/antibiogram.html">wisca_plot()</a></code> to assess the susceptibility and incidence distributions from the Monte Carlo simulations</li>
 </ul></div>
 <div class="section level4">
-<h4 id="fixed-3-0-1-9081">Fixed<a class="anchor" aria-label="anchor" href="#fixed-3-0-1-9081"></a></h4>
+<h4 id="fixed-3-0-1-9085">Fixed<a class="anchor" aria-label="anchor" href="#fixed-3-0-1-9085"></a></h4>
 <ul><li>Setting <code>options(AMR_guideline = "EUCAST 2012")</code> or any year-qualified value no longer causes errors or silent wrong behaviour in <code><a href="../reference/interpretive_rules.html">interpretive_rules()</a></code>, <code><a href="../reference/proportion.html">resistance()</a></code>, <code><a href="../reference/proportion.html">susceptibility()</a></code>, <code><a href="../reference/count.html">count_resistant()</a></code>, <code><a href="../reference/count.html">count_susceptible()</a></code>, and SIR plotting/printing functions (<a href="https://github.com/msberends/AMR/issues/298" class="external-link">#298</a>)</li>
 <li>
 <code><a href="../reference/as.sir.html">as.sir()</a></code>
@@ -103,7 +103,7 @@
 </li>
 </ul></div>
 <div class="section level4">
-<h4 id="updated-3-0-1-9081">Updated<a class="anchor" aria-label="anchor" href="#updated-3-0-1-9081"></a></h4>
+<h4 id="updated-3-0-1-9085">Updated<a class="anchor" aria-label="anchor" href="#updated-3-0-1-9085"></a></h4>
 <ul><li>
 <code><a href="../reference/top_n_microorganisms.html">top_n_microorganisms()</a></code>: new <code>property_for_each</code> argument for sub-grouping within top <em>n</em> groups; rank ordering enforced (only lower taxonomic ranks allowed); fixed <code>property = NULL</code> not being accepted; inner filter now tracks original row indices to prevent cross-group contamination</li>
 <li>Taxonomic update for all microorganisms, now updated to June 2026</li>
--- a/news/index.md
+++ b/news/index.md
@@ -1,6 +1,6 @@
 # Changelog

-## AMR 3.0.1.9081
+## AMR 3.0.1.9085

 Planned as v3.1.0, end of June 2026.

--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -1,5 +1,5 @@
 pandoc: 3.8.3
-pkgdown: 2.2.0
+pkgdown: 2.2.1
 pkgdown_sha: ~
 articles:
  AMR_for_Python: AMR_for_Python.html
@@ -10,7 +10,7 @@ articles:
  PCA: PCA.html
  WHONET: WHONET.html
  WISCA: WISCA.html
-last_built: 2026-06-27T13:36Z
+last_built: 2026-07-09T19:12Z
 urls:
  reference: https://amr-for-r.org/reference
  article: https://amr-for-r.org/articles
--- a/reference/AMR-deprecated.html
+++ b/reference/AMR-deprecated.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/AMR-options.html
+++ b/reference/AMR-options.html
@@ -9,7 +9,7 @@ options(AMR_guideline = "CLSI")'><meta property="og:image" content="https://amr-

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/AMR.html
+++ b/reference/AMR.html
@@ -21,7 +21,7 @@ The AMR package is available in English, Arabic, Bengali, Chinese, Czech, Danish

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/WHOCC.html
+++ b/reference/WHOCC.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/WHONET.html
+++ b/reference/WHONET.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/ab_from_text.html
+++ b/reference/ab_from_text.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/ab_property.html
+++ b/reference/ab_property.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/add_custom_antimicrobials.html
+++ b/reference/add_custom_antimicrobials.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/add_custom_microorganisms.html
+++ b/reference/add_custom_microorganisms.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/age.html
+++ b/reference/age.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@@ -112,16 +112,16 @@
 <span class="r-in"><span></span></span>
 <span class="r-in"><span><span class="va">df</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>    birth_date age age_exact age_at_y2k</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 1  1999-06-30  26  26.99178          0</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 2  1968-01-29  58  58.40822         31</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 3  1965-12-05  60  60.55890         34</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 4  1980-03-01  46  46.32329         19</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 5  1949-11-01  76  76.65205         50</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 6  1947-02-14  79  79.36438         52</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 7  1940-02-19  86  86.35068         59</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 8  1988-01-10  38  38.46027         11</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 9  1997-08-27  28  28.83288          2</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 10 1978-01-26  48  48.41644         21</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 1  1999-06-30  27  27.02466          0</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 2  1968-01-29  58  58.44110         31</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 3  1965-12-05  60  60.59178         34</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 4  1980-03-01  46  46.35616         19</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 5  1949-11-01  76  76.68493         50</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 6  1947-02-14  79  79.39726         52</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 7  1940-02-19  86  86.38356         59</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 8  1988-01-10  38  38.49315         11</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 9  1997-08-27  28  28.86575          2</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 10 1978-01-26  48  48.44932         21</span>
 </code></pre></div>
    </div>
  </main><aside class="col-md-3"><nav id="toc" aria-label="Table of contents"><h2>On this page</h2>
--- a/reference/age.md
+++ b/reference/age.md
@@ -81,14 +81,14 @@ df$age_at_y2k <- age(df$birth_date, "2000-01-01")

 df
 #>    birth_date age age_exact age_at_y2k
-#> 1  1999-06-30  26  26.99178          0
-#> 2  1968-01-29  58  58.40822         31
-#> 3  1965-12-05  60  60.55890         34
-#> 4  1980-03-01  46  46.32329         19
-#> 5  1949-11-01  76  76.65205         50
-#> 6  1947-02-14  79  79.36438         52
-#> 7  1940-02-19  86  86.35068         59
-#> 8  1988-01-10  38  38.46027         11
-#> 9  1997-08-27  28  28.83288          2
-#> 10 1978-01-26  48  48.41644         21
+#> 1  1999-06-30  27  27.02466          0
+#> 2  1968-01-29  58  58.44110         31
+#> 3  1965-12-05  60  60.59178         34
+#> 4  1980-03-01  46  46.35616         19
+#> 5  1949-11-01  76  76.68493         50
+#> 6  1947-02-14  79  79.39726         52
+#> 7  1940-02-19  86  86.38356         59
+#> 8  1988-01-10  38  38.49315         11
+#> 9  1997-08-27  28  28.86575          2
+#> 10 1978-01-26  48  48.44932         21
 ```
--- a/reference/age_groups.html
+++ b/reference/age_groups.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/amr-tidymodels.html
+++ b/reference/amr-tidymodels.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/amr_course.html
+++ b/reference/amr_course.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


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--- a/reference/antibiogram.html
+++ b/reference/antibiogram.html
@@ -13,7 +13,7 @@ All antibiogram types adhere to previously described approaches (see Source), an

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/antimicrobial_selectors.html
+++ b/reference/antimicrobial_selectors.html
@@ -17,7 +17,7 @@ my_data_with_all_these_columns %&amp;gt;%

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/antimicrobials.html
+++ b/reference/antimicrobials.html
@@ -9,7 +9,7 @@ The antibiotics data set has been renamed to antimicrobials. The old name will b

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/as.ab.html
+++ b/reference/as.ab.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/as.av.html
+++ b/reference/as.av.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/as.disk.html
+++ b/reference/as.disk.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/as.mic.html
+++ b/reference/as.mic.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/as.mo.html
+++ b/reference/as.mo.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/as.sir.html
+++ b/reference/as.sir.html
@@ -9,7 +9,7 @@ Breakpoints are currently implemented from EUCAST 2011-2026 and CLSI 2011-2026,

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@@ -462,10 +462,10 @@ Breakpoints are currently implemented from EUCAST 2011-2026 and CLSI 2011-2026,
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 4 × 18</span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   datetime            index method ab_given    mo_given   host_given input_given</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   <span style="color: #949494; font-style: italic;">&lt;dttm&gt;</span>              <span style="color: #949494; font-style: italic;">&lt;int&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>  <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>       <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>      <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>      <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>      </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> 2026-06-27 <span style="color: #949494;">13:38:17</span>     1 MIC    amoxicillin Escherich… human      8          </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> 2026-06-27 <span style="color: #949494;">13:38:17</span>     1 MIC    cipro       Escherich… human      0.256      </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">3</span> 2026-06-27 <span style="color: #949494;">13:38:17</span>     1 DISK   tobra       Escherich… human      16         </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">4</span> 2026-06-27 <span style="color: #949494;">13:38:18</span>     1 DISK   genta       Escherich… human      18         </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> 2026-07-09 <span style="color: #949494;">19:14:46</span>     1 MIC    amoxicillin Escherich… human      8          </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> 2026-07-09 <span style="color: #949494;">19:14:46</span>     1 MIC    cipro       Escherich… human      0.256      </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">3</span> 2026-07-09 <span style="color: #949494;">19:14:47</span>     1 DISK   tobra       Escherich… human      16         </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">4</span> 2026-07-09 <span style="color: #949494;">19:14:47</span>     1 DISK   genta       Escherich… human      18         </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># ℹ 11 more variables: ab &lt;ab&gt;, mo &lt;mo&gt;, host &lt;chr&gt;, input &lt;chr&gt;,</span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;">#   outcome &lt;sir&gt;, notes &lt;chr&gt;, guideline &lt;chr&gt;, ref_table &lt;chr&gt;, uti &lt;lgl&gt;,</span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;">#   breakpoint_S_R &lt;chr&gt;, site &lt;chr&gt;</span></span>
--- a/reference/as.sir.md
+++ b/reference/as.sir.md
@@ -712,10 +712,10 @@ sir_interpretation_history()
 #> # A tibble: 4 × 18
 #>   datetime            index method ab_given    mo_given   host_given input_given
 #>   <dttm>              <int> <chr>  <chr>       <chr>      <chr>      <chr>      
-#> 1 2026-06-27 13:38:17     1 MIC    amoxicillin Escherich… human      8          
-#> 2 2026-06-27 13:38:17     1 MIC    cipro       Escherich… human      0.256      
-#> 3 2026-06-27 13:38:17     1 DISK   tobra       Escherich… human      16         
-#> 4 2026-06-27 13:38:18     1 DISK   genta       Escherich… human      18         
+#> 1 2026-07-09 19:14:46     1 MIC    amoxicillin Escherich… human      8          
+#> 2 2026-07-09 19:14:46     1 MIC    cipro       Escherich… human      0.256      
+#> 3 2026-07-09 19:14:47     1 DISK   tobra       Escherich… human      16         
+#> 4 2026-07-09 19:14:47     1 DISK   genta       Escherich… human      18         
 #> # ℹ 11 more variables: ab <ab>, mo <mo>, host <chr>, input <chr>,
 #> #   outcome <sir>, notes <chr>, guideline <chr>, ref_table <chr>, uti <lgl>,
 #> #   breakpoint_S_R <chr>, site <chr>
--- a/reference/atc_online.html
+++ b/reference/atc_online.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/av_from_text.html
+++ b/reference/av_from_text.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/av_property.html
+++ b/reference/av_property.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/availability.html
+++ b/reference/availability.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/bug_drug_combinations.html
+++ b/reference/bug_drug_combinations.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


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--- a/reference/clinical_breakpoints.html
+++ b/reference/clinical_breakpoints.html
@@ -21,7 +21,7 @@ Use as.sir() to transform MICs or disks measurements to SIR values."><meta prope

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@@ -78,7 +78,7 @@ Use as.sir() to transform MICs or disks measurements to SIR values."><meta prope

    <div class="section level2">
    <h2 id="format">Format<a class="anchor" aria-label="anchor" href="#format"></a></h2>
-    <p>A <a href="https://tibble.tidyverse.org/reference/tibble.html" class="external-link">tibble</a> with 45 555 observations and 14 variables:</p><ul><li><p><code>guideline</code><br> Name of the guideline</p></li>
+    <p>A <a href="https://tibble.tidyverse.org/reference/tibble.html" class="external-link">tibble</a> with 45 735 observations and 14 variables:</p><ul><li><p><code>guideline</code><br> Name of the guideline</p></li>
 <li><p><code>type</code><br> Breakpoint type, either <code>"ECOFF"</code>, <code>"animal"</code>, or <code>"human"</code></p></li>
 <li><p><code>host</code><br> Host of infectious agent. This is mostly useful for veterinary breakpoints and is either <code>"ECOFF"</code>, <code>"aquatic"</code>, <code>"cats"</code>, <code>"cattle"</code>, <code>"dogs"</code>, <code>"horse"</code>, <code>"human"</code>, <code>"poultry"</code>, or <code>"swine"</code></p></li>
 <li><p><code>method</code><br> Testing method, either <code>"DISK"</code> or <code>"MIC"</code></p></li>
@@ -143,7 +143,7 @@ Use as.sir() to transform MICs or disks measurements to SIR values."><meta prope
    <div class="section level2">
    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">clinical_breakpoints</span></span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 45,555 × 14</span></span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 45,735 × 14</span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>    guideline   type  host  method site    mo            rank_index ab   ref_tbl </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>    <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>       <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>  <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>   <span style="color: #949494; font-style: italic;">&lt;mo&gt;</span>               <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;ab&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>   </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> EUCAST 2026 human human DISK   <span style="color: #BB0000;">NA</span>      <span style="color: #949494;">B_</span>ACHRMB<span style="color: #949494;">_</span>XYLS          2 MEM  A. xylo…</span>
@@ -156,7 +156,7 @@ Use as.sir() to transform MICs or disks measurements to SIR values."><meta prope
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> EUCAST 2026 human human DISK   Uncomp… <span style="color: #949494;">B_</span>ACNTB                3 AMK  Acineto…</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> EUCAST 2026 human human MIC    <span style="color: #BB0000;">NA</span>      <span style="color: #949494;">B_</span>ACNTB                3 AMK  Acineto…</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> EUCAST 2026 human human MIC    Uncomp… <span style="color: #949494;">B_</span>ACNTB                3 AMK  Acineto…</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># ℹ 45,545 more rows</span></span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># ℹ 45,725 more rows</span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># ℹ 5 more variables: disk_dose &lt;chr&gt;, breakpoint_S &lt;dbl&gt;, breakpoint_R &lt;dbl&gt;,</span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;">#   uti &lt;lgl&gt;, is_SDD &lt;lgl&gt;</span></span>
 </code></pre></div>
--- a/reference/clinical_breakpoints.md
+++ b/reference/clinical_breakpoints.md
@@ -26,7 +26,7 @@ clinical_breakpoints
 ## Format

 A [tibble](https://tibble.tidyverse.org/reference/tibble.html) with 45
-555 observations and 14 variables:
+735 observations and 14 variables:

 - `guideline`  
  Name of the guideline
@@ -154,7 +154,7 @@ repository](https://github.com/msberends/AMR/tree/main/data-raw/datasets).

 ``` r
 clinical_breakpoints
-#> # A tibble: 45,555 × 14
+#> # A tibble: 45,735 × 14
 #>    guideline   type  host  method site    mo            rank_index ab   ref_tbl 
 #>    <chr>       <chr> <chr> <chr>  <chr>   <mo>               <dbl> <ab> <chr>   
 #>  1 EUCAST 2026 human human DISK   NA      B_ACHRMB_XYLS          2 MEM  A. xylo…
@@ -167,7 +167,7 @@ clinical_breakpoints
 #>  8 EUCAST 2026 human human DISK   Uncomp… B_ACNTB                3 AMK  Acineto…
 #>  9 EUCAST 2026 human human MIC    NA      B_ACNTB                3 AMK  Acineto…
 #> 10 EUCAST 2026 human human MIC    Uncomp… B_ACNTB                3 AMK  Acineto…
-#> # ℹ 45,545 more rows
+#> # ℹ 45,725 more rows
 #> # ℹ 5 more variables: disk_dose <chr>, breakpoint_S <dbl>, breakpoint_R <dbl>,
 #> #   uti <lgl>, is_SDD <lgl>
 ```
--- a/reference/count.html
+++ b/reference/count.html
@@ -9,7 +9,7 @@ count_resistant() should be used to count resistant isolates, count_susceptible(

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/custom_interpretive_rules.html
+++ b/reference/custom_interpretive_rules.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/custom_mdro_guideline.html
+++ b/reference/custom_mdro_guideline.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/dosage.html
+++ b/reference/dosage.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/esbl_isolates.html
+++ b/reference/esbl_isolates.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/example_isolates.html
+++ b/reference/example_isolates.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/example_isolates_unclean.html
+++ b/reference/example_isolates_unclean.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/export_ncbi_biosample.html
+++ b/reference/export_ncbi_biosample.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/first_isolate.html
+++ b/reference/first_isolate.html
@@ -9,7 +9,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/g.test.html
+++ b/reference/g.test.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/get_episode.html
+++ b/reference/get_episode.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/ggplot_pca.html
+++ b/reference/ggplot_pca.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/ggplot_sir.html
+++ b/reference/ggplot_sir.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/guess_ab_col.html
+++ b/reference/guess_ab_col.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/index.html
+++ b/reference/index.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/interpretive_rules.html
+++ b/reference/interpretive_rules.html
@@ -9,7 +9,7 @@ To improve the interpretation of the antibiogram before CLSI/EUCAST interpretive

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@@ -212,13 +212,8 @@ To improve the interpretation of the antibiogram before CLSI/EUCAST interpretive

 <ul><li><p>EUCAST Expert Rules. Version 2.0, 2012.<br>
 Leclercq et al. <strong>EUCAST expert rules in antimicrobial susceptibility testing.</strong> <em>Clin Microbiol Infect.</em> 2013;19(2):141-60; <a href="https://doi.org/10.1111/j.1469-0691.2011.03703.x" class="external-link">doi:10.1111/j.1469-0691.2011.03703.x</a></p></li>
-<li><p>EUCAST Expert Rules, Intrinsic Resistance and Exceptional Phenotypes Tables. Version 3.1, 2016. <a href="https://www.eucast.org/fileadmin/src/media/PDFs/EUCAST_files/Expert_Rules/Expert_rules_intrinsic_exceptional_V3.1.pdf" class="external-link">(link)</a></p></li>
-<li><p>EUCAST Intrinsic Resistance and Unusual Phenotypes. Version 3.2, 2020. <a href="https://www.eucast.org/fileadmin/src/media/PDFs/EUCAST_files/Expert_Rules/2020/Intrinsic_Resistance_and_Unusual_Phenotypes_Tables_v3.2_20200225.pdf" class="external-link">(link)</a></p></li>
-<li><p>EUCAST Intrinsic Resistance and Unusual Phenotypes. Version 3.3, 2021. <a href="https://www.eucast.org/fileadmin/src/media/PDFs/EUCAST_files/Expert_Rules/2021/Intrinsic_Resistance_and_Unusual_Phenotypes_Tables_v3.3_20211018.pdf" class="external-link">(link)</a></p></li>
-<li><p>EUCAST Breakpoint tables for interpretation of MICs and zone diameters. Version 9.0, 2019. <a href="https://www.eucast.org/fileadmin/src/media/PDFs/EUCAST_files/Breakpoint_tables/v_9.0_Breakpoint_Tables.xlsx" class="external-link">(link)</a></p></li>
-<li><p>EUCAST Breakpoint tables for interpretation of MICs and zone diameters. Version 10.0, 2020. <a href="https://www.eucast.org/fileadmin/src/media/PDFs/EUCAST_files/Breakpoint_tables/v_10.0_Breakpoint_Tables.xlsx" class="external-link">(link)</a></p></li>
-<li><p>EUCAST Breakpoint tables for interpretation of MICs and zone diameters. Version 11.0, 2021. <a href="https://www.eucast.org/fileadmin/src/media/PDFs/EUCAST_files/Breakpoint_tables/v_11.0_Breakpoint_Tables.xlsx" class="external-link">(link)</a></p></li>
-<li><p>EUCAST Breakpoint tables for interpretation of MICs and zone diameters. Version 12.0, 2022. <a href="https://www.eucast.org/fileadmin/src/media/PDFs/EUCAST_files/Breakpoint_tables/v_12.0_Breakpoint_Tables.xlsx" class="external-link">(link)</a></p></li>
+<li><p>EUCAST Expected Phenotypes. <a href="https://www.eucast.org/bacteria/important-additional-information/expected-phenotypes/" class="external-link">(link)</a></p></li>
+<li><p>EUCAST Breakpoint tables for interpretation of MICs and zone diameters. <a href="https://www.eucast.org/bacteria/clinical-breakpoints-and-interpretation/clinical-breakpoint-tables/" class="external-link">(link)</a></p></li>
 </ul></div>

    <div class="section level2">
--- a/reference/interpretive_rules.md
+++ b/reference/interpretive_rules.md
@@ -280,31 +280,12 @@ repository](https://github.com/msberends/AMR/tree/main/data-raw/datasets).
  testing.** *Clin Microbiol Infect.* 2013;19(2):141-60;
  [doi:10.1111/j.1469-0691.2011.03703.x](https://doi.org/10.1111/j.1469-0691.2011.03703.x)

- EUCAST Expert Rules, Intrinsic Resistance and Exceptional Phenotypes
-  Tables. Version 3.1, 2016.
-  [(link)](https://www.eucast.org/fileadmin/src/media/PDFs/EUCAST_files/Expert_Rules/Expert_rules_intrinsic_exceptional_V3.1.pdf)
-
- EUCAST Intrinsic Resistance and Unusual Phenotypes. Version 3.2, 2020.
-  [(link)](https://www.eucast.org/fileadmin/src/media/PDFs/EUCAST_files/Expert_Rules/2020/Intrinsic_Resistance_and_Unusual_Phenotypes_Tables_v3.2_20200225.pdf)
-
- EUCAST Intrinsic Resistance and Unusual Phenotypes. Version 3.3, 2021.
-  [(link)](https://www.eucast.org/fileadmin/src/media/PDFs/EUCAST_files/Expert_Rules/2021/Intrinsic_Resistance_and_Unusual_Phenotypes_Tables_v3.3_20211018.pdf)
+- EUCAST Expected Phenotypes.
+  [(link)](https://www.eucast.org/bacteria/important-additional-information/expected-phenotypes/)

 - EUCAST Breakpoint tables for interpretation of MICs and zone
-  diameters. Version 9.0, 2019.
-  [(link)](https://www.eucast.org/fileadmin/src/media/PDFs/EUCAST_files/Breakpoint_tables/v_9.0_Breakpoint_Tables.xlsx)
-
- EUCAST Breakpoint tables for interpretation of MICs and zone
-  diameters. Version 10.0, 2020.
-  [(link)](https://www.eucast.org/fileadmin/src/media/PDFs/EUCAST_files/Breakpoint_tables/v_10.0_Breakpoint_Tables.xlsx)
-
- EUCAST Breakpoint tables for interpretation of MICs and zone
-  diameters. Version 11.0, 2021.
-  [(link)](https://www.eucast.org/fileadmin/src/media/PDFs/EUCAST_files/Breakpoint_tables/v_11.0_Breakpoint_Tables.xlsx)
-
- EUCAST Breakpoint tables for interpretation of MICs and zone
-  diameters. Version 12.0, 2022.
-  [(link)](https://www.eucast.org/fileadmin/src/media/PDFs/EUCAST_files/Breakpoint_tables/v_12.0_Breakpoint_Tables.xlsx)
+  diameters.
+  [(link)](https://www.eucast.org/bacteria/clinical-breakpoints-and-interpretation/clinical-breakpoint-tables/)

 ## Examples

--- a/reference/intrinsic_resistant.html
+++ b/reference/intrinsic_resistant.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/italicise_taxonomy.html
+++ b/reference/italicise_taxonomy.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/join.html
+++ b/reference/join.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/key_antimicrobials.html
+++ b/reference/key_antimicrobials.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/kurtosis.html
+++ b/reference/kurtosis.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/like.html
+++ b/reference/like.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/mdro.html
+++ b/reference/mdro.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9085</small>


    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/mean_amr_distance.html
+++ b/reference/mean_amr_distance.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
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--- a/reference/microorganisms.codes.html
+++ b/reference/microorganisms.codes.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
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    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/microorganisms.groups.html
+++ b/reference/microorganisms.groups.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
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--- a/reference/microorganisms.html
+++ b/reference/microorganisms.html
@@ -9,7 +9,7 @@ This data set is carefully crafted, yet made 100% reproducible from public and a

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
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--- a/reference/mo_matching_score.html
+++ b/reference/mo_matching_score.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
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--- a/reference/mo_property.html
+++ b/reference/mo_property.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
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--- a/reference/mo_source.html
+++ b/reference/mo_source.html
@@ -9,7 +9,7 @@ This is the fastest way to have your organisation (or analysis) specific codes p

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
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--- a/reference/pca.html
+++ b/reference/pca.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
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--- a/reference/plot.html
+++ b/reference/plot.html
@@ -9,7 +9,7 @@ Especially the scale_*_mic() functions are relevant wrappers to plot MIC values

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
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    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/proportion.html
+++ b/reference/proportion.html
@@ -9,7 +9,7 @@ resistance() should be used to calculate resistance, susceptibility() should be

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
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    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/random.html
+++ b/reference/random.html
@@ -7,7 +7,7 @@

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--- a/reference/resistance_predict.html
+++ b/reference/resistance_predict.html
@@ -9,7 +9,7 @@ NOTE: These functions are deprecated and will be removed in a future version. Us

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
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--- a/reference/skewness.html
+++ b/reference/skewness.html
@@ -9,7 +9,7 @@ When negative ('left-skewed'): the left tail is longer; the mass of the distribu

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9081</small>
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--- a/reference/top_n_microorganisms.html
+++ b/reference/top_n_microorganisms.html
@@ -7,7 +7,7 @@

    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>

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--- a/reference/translate.html
+++ b/reference/translate.html
@@ -7,7 +7,7 @@

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--- a/search.json
+++ b/search.json
Author	SHA1	Message	Date
github-actions	3f29ba1e23	Built site for AMR@3.0.1.9085: `c4069da`	2026-07-09 19:19:14 +00:00
github-actions	91acb769c9	Built site for AMR@3.0.1.9084: `9237bfb`	2026-07-09 15:31:07 +00:00
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github-actions	400965f4d0	Built site for AMR@3.0.1.9082: `65445bc`	2026-07-03 17:25:25 +00:00