Built site for AMR@3.0.1.9091: aebad2a

Built site for AMR@3.0.1.9090: 3f50d6b
Built site for AMR@3.0.1.9089: 177e83a
2026-09-16 20:39:40 +02:00 · 2026-09-08 13:14:10 +00:00 · 2026-09-04 17:57:32 +00:00 · 2026-09-03 14:12:15 +00:00 · 2026-09-03 12:36:14 +00:00 · 2026-08-20 12:39:14 +00:00
106 changed files with 504 additions and 476 deletions
@@ -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="">3.0.1.9091</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">
@@ -86,7 +86,7 @@ Content not found. Please use links in the navbar.
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -283,7 +283,7 @@ _pkgdown.yml    # pkgdown website configuration</code></pre>
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -302,7 +302,7 @@ END OF TERMS AND CONDITIONS
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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 08 September 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">2026-09-08</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">2026-09-08</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">2026-09-08</td>
 <td align="center">efgh</td>
 <td align="center">Escherichia coli</td>
 <td align="center">R</td>
@@ -1415,7 +1415,7 @@ values:</p>
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -3,7 +3,8 @@
 **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 08 September
 2026.
 ## Introduction
@@ -51,9 +52,9 @@ structure of your data generally look like this:
 |    date    | patient_id |        mo        | AMX | CIP |
 |:----------:|:----------:|:----------------:|:---:|:---:|
-| 2026-06-27 |    abcd    | Escherichia coli |  S  |  S  |
+| 2026-09-08 |    abcd    | Escherichia coli |  S  |  S  |
-| 2026-06-27 |    abcd    | Escherichia coli |  S  |  R  |
+| 2026-09-08 |    abcd    | Escherichia coli |  S  |  R  |
-| 2026-06-27 |    efgh    | Escherichia coli |  R  |  S  |
+| 2026-09-08 |    efgh    | Escherichia coli |  R  |  S  |
 ### Needed R packages
@@ -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="">3.0.1.9091</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">
@@ -695,7 +695,7 @@ Python.</p>
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -994,7 +994,7 @@ settings.</p>
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -319,7 +319,7 @@ reading</em>, and is basically a form of imputation:</p>
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -232,7 +232,7 @@ automatically adds the right labels and even groups:</p>
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -321,7 +321,7 @@ using the included <code><a href="../reference/ggplot_sir.html">ggplot_sir()</a>
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -654,7 +654,7 @@ of weighted-incidence syndromic combination antibiograms (WISCA).
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">08 September 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>
@@ -441,7 +441,7 @@ 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
+<p>It was last updated on 13 August 2026 09:12:12 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>
@@ -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
+<p>It was last updated on 9 July 2026 15:14:59 UTC. Find more info about
-about the contents, (scientific) source, and structure of this <a href="https://amr-for-r.org/reference/clinical_breakpoints.html">data
+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>
@@ -893,11 +893,11 @@ DTA file</a> (82 kB)</li>
 <code>intrinsic_resistant</code>: Intrinsic Bacterial
 Resistance<a class="anchor" aria-label="anchor" href="#intrinsic_resistant-intrinsic-bacterial-resistance"></a>
 </h2>
-<p>A data set with 294 079 rows and 2 columns, containing the following
+<p>A data set with 294 079 rows and 3 columns, containing the following
-column names:<br><em>mo</em> and <em>ab</em>.</p>
+column names:<br><em>mo</em>, <em>ab</em>, and <em>version</em>.</p>
 <p>This data set is in R available as <code>intrinsic_resistant</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
+<p>It was last updated on 3 September 2026 10:14:25 UTC. Find more info
 about the contents, (scientific) source, and structure of this <a href="https://amr-for-r.org/reference/intrinsic_resistant.html">data set
 here</a>.</p>
 <p><strong>Direct download links:</strong></p>
@@ -2052,7 +2052,7 @@ inhibitors</td>
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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 13 August 2026 09:12:12 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)  
@@ -249,15 +249,15 @@ here](https://amr-for-r.org/reference/microorganisms.groups.html).
 ## `intrinsic_resistant`: Intrinsic Bacterial Resistance
-A data set with 294 079 rows and 2 columns, containing the following
+A data set with 294 079 rows and 3 columns, containing the following
 column names:  
-*mo* and *ab*.
+*mo*, *ab*, and *version*.
 This data set is in R available as `intrinsic_resistant`, 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 3 September 2026 10:14:25 UTC. Find more info
-the contents, (scientific) source, and structure of this [data set
+about the contents, (scientific) source, and structure of this [data set
 here](https://amr-for-r.org/reference/intrinsic_resistant.html).
 **Direct download links:**
@@ -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="">3.0.1.9091</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">
@@ -72,7 +72,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -198,7 +198,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -13,7 +13,7 @@
 # https://doi.org/10.18637/jss.v104.i03                                #
 #                                                                      #
 # Developed at the University of Groningen and the University Medical  #
-# Center Groningen in The Netherlands, in collaboration with many      #
+# Center Groningen in the Netherlands, in collaboration with many      #
 # colleagues from around the world, see our website.                   # 
 #                                                                      #
 # This R package is free software; you can freely use and distribute   #
@@ -13,7 +13,7 @@
 # https://doi.org/10.18637/jss.v104.i03                                #
 #                                                                      #
 # Developed at the University of Groningen and the University Medical  #
-# Center Groningen in The Netherlands, in collaboration with many      #
+# Center Groningen in the Netherlands, in collaboration with many      #
 # colleagues from around the world, see our website.                   # 
 #                                                                      #
 # This R package is free software; you can freely use and distribute   #
@@ -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="">3.0.1.9091</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>
@@ -111,9 +111,9 @@
 <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>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>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><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>
+<p>After installing this package, R knows <a href="./reference/microorganisms.html"><strong>~97 000 distinct microbial species</strong></a> (updated May 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>
 </h3>
@@ -146,13 +146,11 @@
 <span><span class="co">#&gt; ℹ Using column mo as input for `mo_fullname()`</span></span>
 <span><span class="co">#&gt; ℹ Using column mo as input for `mo_is_gram_negative()`</span></span>
 <span><span class="co">#&gt; ℹ Using column mo as input for `mo_is_intrinsic_resistant()`</span></span>
-<span><span class="co">#&gt; ℹ Determining intrinsic resistance based on 'EUCAST Expected</span></span>
+<span><span class="co">#&gt; ℹ Determining intrinsic resistance based on 'EUCAST Expected Resistant Phenotypes' v1.2 (2023).</span></span>
-<span><span class="co">#&gt;   Resistant Phenotypes' v1.2 (2023). This note will be shown</span></span>
+<span><span class="co">#&gt;   This note will be shown once per session.</span></span>
-<span><span class="co">#&gt;   once per session.</span></span>
+<span><span class="co">#&gt; ℹ For `aminoglycosides()` using columns GEN (gentamicin), TOB (tobramycin), AMK (amikacin), and KAN</span></span>
-<span><span class="co">#&gt; ℹ For `aminoglycosides()` using columns GEN (gentamicin), TOB</span></span>
+<span><span class="co">#&gt;   (kanamycin)</span></span>
-<span><span class="co">#&gt;   (tobramycin), AMK (amikacin), and KAN (kanamycin)</span></span>
+<span><span class="co">#&gt; ℹ For `carbapenems()` using columns IPM (imipenem) and MEM (meropenem)</span></span>
 <span><span class="co">#&gt; ℹ For `carbapenems()` using columns IPM (imipenem) and MEM</span></span>
 <span><span class="co">#&gt;   (meropenem)</span></span>
 <span><span class="co">#&gt; # A tibble: 35 × 7</span></span>
 <span><span class="co">#&gt;    bacteria                     GEN   TOB   AMK   KAN   IPM   MEM  </span></span>
 <span><span class="co">#&gt;    &lt;chr&gt;                        &lt;sir&gt; &lt;sir&gt; &lt;sir&gt; &lt;sir&gt; &lt;sir&gt; &lt;sir&gt;</span></span>
@@ -181,9 +179,9 @@
 <span><span class="co">#&gt; Warning: invalid microorganism code, NA generated</span></span></code></pre></div>
 <table class="table">
 <colgroup>
-<col width="24%">
+<col width="33%">
-<col width="37%">
+<col width="33%">
-<col width="37%">
+<col width="33%">
 </colgroup>
 <thead><tr>
 <th align="left">Piperacillin/tazobactam</th>
@@ -191,9 +189,9 @@
 <th align="left">Piperacillin/tazobactam + Tobramycin</th>
 </tr></thead>
 <tbody><tr>
-<td align="left">70% (64.7-75.2%)</td>
+<td align="left">70.2% (64.6-75.4%)</td>
-<td align="left">93.6% (92.2-95.1%)</td>
+<td align="left">93.6% (92.1-95%)</td>
-<td align="left">89.8% (87-92.5%)</td>
+<td align="left">89.9% (87-92.5%)</td>
 </tr></tbody>
 </table>
 <p>WISCA supports stratification by any clinical variable, so you can generate syndrome-specific or ward-specific coverage estimates:</p>
@@ -205,10 +203,10 @@
 <span><span class="co">#&gt; Warning: invalid microorganism code, NA generated</span></span></code></pre></div>
 <table class="table">
 <colgroup>
-<col width="14%">
+<col width="25%">
-<col width="21%">
+<col width="25%">
-<col width="32%">
+<col width="25%">
-<col width="32%">
+<col width="25%">
 </colgroup>
 <thead><tr>
 <th align="left">Syndromic Group</th>
@@ -219,21 +217,21 @@
 <tbody>
 <tr>
 <td align="left">Clinical</td>
-<td align="left">74.6% (68.6-80.6%)</td>
+<td align="left">74.7% (68.9-80.8%)</td>
-<td align="left">93.7% (92.1-95.1%)</td>
+<td align="left">93.7% (92.1-95.2%)</td>
-<td align="left">90.4% (87-93.1%)</td>
+<td align="left">90.5% (87-93.2%)</td>
 </tr>
 <tr>
 <td align="left">ICU</td>
-<td align="left">57% (48.6-65.7%)</td>
+<td align="left">57% (48.2-65.7%)</td>
-<td align="left">86.8% (83.6-89.8%)</td>
+<td align="left">86.8% (83.4-89.8%)</td>
-<td align="left">82.9% (78.1-87.3%)</td>
+<td align="left">83% (78-87.6%)</td>
 </tr>
 <tr>
 <td align="left">Outpatient</td>
-<td align="left">56.9% (45.9-68.2%)</td>
+<td align="left">57.2% (46.2-68.9%)</td>
-<td align="left">76.7% (70.6-82.3%)</td>
+<td align="left">76.6% (70.1-82.1%)</td>
-<td align="left">68% (57.6-77.2%)</td>
+<td align="left">67.7% (57.6-77.5%)</td>
 </tr>
 </tbody>
 </table>
@@ -242,15 +240,14 @@
 <code class="sourceCode R"><span><span class="fu"><a href="reference/antibiogram.html">antibiogram</a></span><span class="op">(</span><span class="va">example_isolates</span>,</span>
 <span>            mo_transform <span class="op">=</span> <span class="st">"gramstain"</span>,</span>
 <span>            antimicrobials <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="st">"AMC"</span>, <span class="fu"><a href="reference/antimicrobial_selectors.html">carbapenems</a></span><span class="op">(</span><span class="op">)</span>, <span class="st">"TZP"</span><span class="op">)</span><span class="op">)</span></span>
-<span><span class="co">#&gt; ℹ For `carbapenems()` using columns IPM (imipenem) and MEM</span></span>
+<span><span class="co">#&gt; ℹ For `carbapenems()` using columns IPM (imipenem) and MEM (meropenem)</span></span></code></pre></div>
 <span><span class="co">#&gt;   (meropenem)</span></span></code></pre></div>
 <table class="table">
 <colgroup>
-<col width="13%">
+<col width="20%">
-<col width="25%">
+<col width="20%">
-<col width="18%">
+<col width="20%">
-<col width="19%">
+<col width="20%">
-<col width="22%">
+<col width="20%">
 </colgroup>
 <thead><tr>
 <th align="left">Pathogen</th>
@@ -283,10 +280,10 @@
 <span>            antimicrobials <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="st">"TZP"</span>, <span class="st">"TZP+TOB"</span>, <span class="st">"TZP+GEN"</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
 <table class="table">
 <colgroup>
-<col width="12%">
+<col width="25%">
-<col width="21%">
+<col width="25%">
-<col width="32%">
+<col width="25%">
-<col width="32%">
+<col width="25%">
 </colgroup>
 <thead><tr>
 <th align="left">Pathogen</th>
@@ -391,11 +388,6 @@
 <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>
@@ -413,16 +405,15 @@
 <span>  <span class="co"># calculate AMR using resistance(), over all aminoglycosides and polymyxins:</span></span>
 <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="fu"><a href="reference/antimicrobial_selectors.html">aminoglycosides</a></span><span class="op">(</span><span class="op">)</span>, <span class="fu"><a href="reference/antimicrobial_selectors.html">polymyxins</a></span><span class="op">(</span><span class="op">)</span><span class="op">)</span>,</span>
 <span>            <span class="va">resistance</span><span class="op">)</span><span class="op">)</span></span>
-<span><span class="co">#&gt; ℹ For `aminoglycosides()` using columns GEN (gentamicin), TOB</span></span>
+<span><span class="co">#&gt; ℹ For `aminoglycosides()` using columns GEN (gentamicin), TOB (tobramycin), AMK (amikacin), and KAN</span></span>
-<span><span class="co">#&gt;   (tobramycin), AMK (amikacin), and KAN (kanamycin)</span></span>
+<span><span class="co">#&gt;   (kanamycin)</span></span>
 <span><span class="co">#&gt; ℹ For `polymyxins()` using column COL (colistin)</span></span>
 <span><span class="co">#&gt; Warning: There was 1 warning in `summarise()`.</span></span>
-<span><span class="co">#&gt; ℹ In argument: `across(c(aminoglycosides(), polymyxins()),</span></span>
+<span><span class="co">#&gt; ℹ In argument: `across(c(aminoglycosides(), polymyxins()), resistance)`.</span></span>
 <span><span class="co">#&gt;   resistance)`.</span></span>
 <span><span class="co">#&gt; ℹ In group 3: `ward = "Outpatient"`.</span></span>
 <span><span class="co">#&gt; Caused by warning:</span></span>
-<span><span class="co">#&gt; ! Introducing NA: only 23 results available for KAN in group:</span></span>
+<span><span class="co">#&gt; ! Introducing NA: only 23 results available for KAN in group: ward = "Outpatient" (whilst `minimum =</span></span>
-<span><span class="co">#&gt; ward = "Outpatient" (whilst `minimum = 30`).</span></span>
+<span><span class="co">#&gt; 30`).</span></span>
 <span><span class="va">out</span></span>
 <span><span class="co">#&gt; # A tibble: 3 × 6</span></span>
 <span><span class="co">#&gt;   ward         GEN   TOB   AMK   KAN   COL</span></span>
@@ -561,7 +552,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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
+- **Peer-reviewed**, used in over 175 countries, cited over 100 times,
-  languages
+  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
@@ -36,23 +36,21 @@ 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
+evidence-based methods.
-and reproducible AMR data analysis, that can therefore empower
+
 **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!
+make this a successful and durable project! The `AMR` package was
-
+already cited [over 100
-This work was published in the Journal of Statistical Software (Volume
+times](https://scholar.google.com/citations?view_op=view_citation&hl=en&citation_for_view=sAoHvIgAAAAJ:0EnyYjriUFMC)
-104(3); [DOI
+in scientific research.
 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)).
 After installing this package, R knows [**~97 000 distinct microbial
 species**](https://amr-for-r.org/reference/microorganisms.md) (updated
-mei 2026) and all [**~620 antimicrobial and antiviral
+May 2026) and all [**~620 antimicrobial and antiviral
 drugs**](https://amr-for-r.org/reference/antimicrobials.md) 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
@@ -118,13 +116,11 @@ example_isolates %>%
 #> ℹ Using column mo as input for `mo_fullname()`
 #> ℹ Using column mo as input for `mo_is_gram_negative()`
 #> ℹ Using column mo as input for `mo_is_intrinsic_resistant()`
-#> ℹ Determining intrinsic resistance based on 'EUCAST Expected
+#> ℹ Determining intrinsic resistance based on 'EUCAST Expected Resistant Phenotypes' v1.2 (2023).
-#>   Resistant Phenotypes' v1.2 (2023). This note will be shown
+#>   This note will be shown once per session.
-#>   once per session.
+#> ℹ For `aminoglycosides()` using columns GEN (gentamicin), TOB (tobramycin), AMK (amikacin), and KAN
-#> ℹ For `aminoglycosides()` using columns GEN (gentamicin), TOB
+#>   (kanamycin)
-#>   (tobramycin), AMK (amikacin), and KAN (kanamycin)
+#> ℹ For `carbapenems()` using columns IPM (imipenem) and MEM (meropenem)
 #> ℹ For `carbapenems()` using columns IPM (imipenem) and MEM
 #>   (meropenem)
 #> # A tibble: 35 × 7
 #>    bacteria                     GEN   TOB   AMK   KAN   IPM   MEM  
 #>    <chr>                        <sir> <sir> <sir> <sir> <sir> <sir>
@@ -183,7 +179,7 @@ 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%) |
+| 70.2% (64.6-75.4%) | 93.6% (92.1-95%) | 89.9% (87-92.5%) |
 WISCA supports stratification by any clinical variable, so you can
 generate syndrome-specific or ward-specific coverage estimates:
@@ -199,9 +195,9 @@ 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%) |
+| Clinical | 74.7% (68.9-80.8%) | 93.7% (92.1-95.2%) | 90.5% (87-93.2%) |
-| ICU | 57% (48.6-65.7%) | 86.8% (83.6-89.8%) | 82.9% (78.1-87.3%) |
+| ICU | 57% (48.2-65.7%) | 86.8% (83.4-89.8%) | 83% (78-87.6%) |
-| Outpatient | 56.9% (45.9-68.2%) | 76.7% (70.6-82.3%) | 68% (57.6-77.2%) |
+| Outpatient | 57.2% (46.2-68.9%) | 76.6% (70.1-82.1%) | 67.7% (57.6-77.5%) |
 **For AMR surveillance**, traditional antibiograms remain the right tool
 for tracking resistance per species over time:
@@ -211,8 +207,7 @@ for tracking resistance per species over time:
 antibiogram(example_isolates,
            mo_transform = "gramstain",
            antimicrobials = c("AMC", carbapenems(), "TZP"))
-#> ℹ For `carbapenems()` using columns IPM (imipenem) and MEM
+#> ℹ For `carbapenems()` using columns IPM (imipenem) and MEM (meropenem)
 #>   (meropenem)
 ```
 | Pathogen | Amoxicillin/clavulanic acid | Imipenem | Meropenem | Piperacillin/tazobactam |
@@ -310,11 +305,6 @@ 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>       
@@ -338,16 +328,15 @@ out <- example_isolates %>%
  # calculate AMR using resistance(), over all aminoglycosides and polymyxins:
  summarise(across(c(aminoglycosides(), polymyxins()),
            resistance))
-#> ℹ For `aminoglycosides()` using columns GEN (gentamicin), TOB
+#> ℹ For `aminoglycosides()` using columns GEN (gentamicin), TOB (tobramycin), AMK (amikacin), and KAN
-#>   (tobramycin), AMK (amikacin), and KAN (kanamycin)
+#>   (kanamycin)
 #> ℹ For `polymyxins()` using column COL (colistin)
 #> Warning: There was 1 warning in `summarise()`.
-#> ℹ In argument: `across(c(aminoglycosides(), polymyxins()),
+#> ℹ In argument: `across(c(aminoglycosides(), polymyxins()), resistance)`.
 #>   resistance)`.
 #> ℹ In group 3: `ward = "Outpatient"`.
 #> Caused by warning:
-#> ! Introducing NA: only 23 results available for KAN in group:
+#> ! Introducing NA: only 23 results available for KAN in group: ward = "Outpatient" (whilst `minimum =
-#> ward = "Outpatient" (whilst `minimum = 30`).
+#> 30`).
 out
 #> # A tibble: 3 × 6
 #>   ward         GEN   TOB   AMK   KAN   COL
@@ -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
+- **Peer-reviewed**, used in over 175 countries, cited over 100 times,
-  languages
+  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
@@ -36,23 +36,21 @@ 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
+evidence-based methods.
-and reproducible AMR data analysis, that can therefore empower
+
 **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!
+make this a successful and durable project! The `AMR` package was
-
+already cited [over 100
-This work was published in the Journal of Statistical Software (Volume
+times](https://scholar.google.com/citations?view_op=view_citation&hl=en&citation_for_view=sAoHvIgAAAAJ:0EnyYjriUFMC)
-104(3); [DOI
+in scientific research.
 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)).
 After installing this package, R knows [**~97 000 distinct microbial
 species**](https://amr-for-r.org/reference/microorganisms.md) (updated
-mei 2026) and all [**~620 antimicrobial and antiviral
+May 2026) and all [**~620 antimicrobial and antiviral
 drugs**](https://amr-for-r.org/reference/antimicrobials.md) 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
@@ -118,13 +116,11 @@ example_isolates %>%
 #> ℹ Using column mo as input for `mo_fullname()`
 #> ℹ Using column mo as input for `mo_is_gram_negative()`
 #> ℹ Using column mo as input for `mo_is_intrinsic_resistant()`
-#> ℹ Determining intrinsic resistance based on 'EUCAST Expected
+#> ℹ Determining intrinsic resistance based on 'EUCAST Expected Resistant Phenotypes' v1.2 (2023).
-#>   Resistant Phenotypes' v1.2 (2023). This note will be shown
+#>   This note will be shown once per session.
-#>   once per session.
+#> ℹ For `aminoglycosides()` using columns GEN (gentamicin), TOB (tobramycin), AMK (amikacin), and KAN
-#> ℹ For `aminoglycosides()` using columns GEN (gentamicin), TOB
+#>   (kanamycin)
-#>   (tobramycin), AMK (amikacin), and KAN (kanamycin)
+#> ℹ For `carbapenems()` using columns IPM (imipenem) and MEM (meropenem)
 #> ℹ For `carbapenems()` using columns IPM (imipenem) and MEM
 #>   (meropenem)
 #> # A tibble: 35 × 7
 #>    bacteria                     GEN   TOB   AMK   KAN   IPM   MEM  
 #>    <chr>                        <sir> <sir> <sir> <sir> <sir> <sir>
@@ -183,7 +179,7 @@ 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%) |
+| 70.2% (64.6-75.4%) | 93.6% (92.1-95%) | 89.9% (87-92.5%) |
 WISCA supports stratification by any clinical variable, so you can
 generate syndrome-specific or ward-specific coverage estimates:
@@ -199,9 +195,9 @@ 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%) |
+| Clinical | 74.7% (68.9-80.8%) | 93.7% (92.1-95.2%) | 90.5% (87-93.2%) |
-| ICU | 57% (48.6-65.7%) | 86.8% (83.6-89.8%) | 82.9% (78.1-87.3%) |
+| ICU | 57% (48.2-65.7%) | 86.8% (83.4-89.8%) | 83% (78-87.6%) |
-| Outpatient | 56.9% (45.9-68.2%) | 76.7% (70.6-82.3%) | 68% (57.6-77.2%) |
+| Outpatient | 57.2% (46.2-68.9%) | 76.6% (70.1-82.1%) | 67.7% (57.6-77.5%) |
 **For AMR surveillance**, traditional antibiograms remain the right tool
 for tracking resistance per species over time:
@@ -211,8 +207,7 @@ for tracking resistance per species over time:
 antibiogram(example_isolates,
            mo_transform = "gramstain",
            antimicrobials = c("AMC", carbapenems(), "TZP"))
-#> ℹ For `carbapenems()` using columns IPM (imipenem) and MEM
+#> ℹ For `carbapenems()` using columns IPM (imipenem) and MEM (meropenem)
 #>   (meropenem)
 ```
 | Pathogen | Amoxicillin/clavulanic acid | Imipenem | Meropenem | Piperacillin/tazobactam |
@@ -310,11 +305,6 @@ 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>       
@@ -338,16 +328,15 @@ out <- example_isolates %>%
  # calculate AMR using resistance(), over all aminoglycosides and polymyxins:
  summarise(across(c(aminoglycosides(), polymyxins()),
            resistance))
-#> ℹ For `aminoglycosides()` using columns GEN (gentamicin), TOB
+#> ℹ For `aminoglycosides()` using columns GEN (gentamicin), TOB (tobramycin), AMK (amikacin), and KAN
-#>   (tobramycin), AMK (amikacin), and KAN (kanamycin)
+#>   (kanamycin)
 #> ℹ For `polymyxins()` using column COL (colistin)
 #> Warning: There was 1 warning in `summarise()`.
-#> ℹ In argument: `across(c(aminoglycosides(), polymyxins()),
+#> ℹ In argument: `across(c(aminoglycosides(), polymyxins()), resistance)`.
 #>   resistance)`.
 #> ℹ In group 3: `ward = "Outpatient"`.
 #> Caused by warning:
-#> ! Introducing NA: only 23 results available for KAN in group:
+#> ! Introducing NA: only 23 results available for KAN in group: ward = "Outpatient" (whilst `minimum =
-#> ward = "Outpatient" (whilst `minimum = 30`).
+#> 30`).
 out
 #> # A tibble: 3 × 6
 #>   ward         GEN   TOB   AMK   KAN   COL
@@ -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="">3.0.1.9091</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 +49,63 @@
    </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="3.0.1.9091" id="amr-3019091">AMR 3.0.1.9091<a class="anchor" aria-label="anchor" href="#amr-3019091"></a></h2>
-<p>Planned as v3.1.0, end of June 2026.</p>
+<p>Planned as v3.1.0, end of September 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-3-0-1-9091">Breaking Changes<a class="anchor" aria-label="anchor" href="#breaking-changes-3-0-1-9091"></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>
+<ul><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>
+<p>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.</p>
 <table class="table"><colgroup><col width="33%"><col width="29%"><col width="37%"></colgroup><thead><tr><th>
 <code><a href="../reference/mo_property.html">mo_kingdom()</a></code> &lt; 3.1.0</th>
 <th>
 <code><a href="../reference/mo_property.html">mo_kingdom()</a></code> now</th>
 <th>
 <code><a href="../reference/mo_property.html">mo_domain()</a></code> (unchanged)</th>
 </tr></thead><tbody><tr><td>Bacteria</td>
 <td>Bacillati</td>
 <td>Bacteria</td>
 </tr><tr><td></td>
 <td>Fusobacteriati</td>
 <td>Bacteria</td>
 </tr><tr><td></td>
 <td>Pseudomonadati</td>
 <td>Bacteria</td>
 </tr><tr><td></td>
 <td>Thermotogati</td>
 <td>Bacteria</td>
 </tr><tr><td></td>
 <td></td>
 <td></td>
 </tr><tr><td>Archaea</td>
 <td>Methanobacteriati</td>
 <td>Archaea</td>
 </tr><tr><td></td>
 <td>Nanobdellati</td>
 <td>Archaea</td>
 </tr><tr><td></td>
 <td>Promethearchaeati</td>
 <td>Archaea</td>
 </tr><tr><td></td>
 <td>Thermoproteati</td>
 <td>Archaea</td>
 </tr><tr><td></td>
 <td></td>
 <td></td>
 </tr><tr><td>Fungi</td>
 <td>Fungi</td>
 <td>Fungi</td>
 </tr><tr><td></td>
 <td></td>
 <td></td>
 </tr><tr><td>Protozoa</td>
 <td>Protozoa</td>
 <td>Protozoa</td>
 </tr></tbody></table><p>Thus, <code><a href="../reference/mo_property.html">mo_domain()</a></code> was previously an alias of <code><a href="../reference/mo_property.html">mo_kingdom()</a></code>; it is now a distinct function returning the domain. Output of <code><a href="../reference/mo_property.html">mo_domain()</a></code> is therefore unchanged, while <code><a href="../reference/mo_property.html">mo_kingdom()</a></code> now returns the formal, new kingdom.</p>
 </li>
 <li><p>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>.</p></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-3-0-1-9091">New<a class="anchor" aria-label="anchor" href="#new-3-0-1-9091"></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 +122,7 @@
 <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-3-0-1-9091">Fixed<a class="anchor" aria-label="anchor" href="#fixed-3-0-1-9091"></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 +151,7 @@
 </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-3-0-1-9091">Updated<a class="anchor" aria-label="anchor" href="#updated-3-0-1-9091"></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>
@@ -345,7 +393,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -1,8 +1,8 @@
 # Changelog
-## AMR 3.0.1.9081
+## AMR 3.0.1.9091
-Planned as v3.1.0, end of June 2026.
+Planned as v3.1.0, end of September 2026.
 #### Breaking Changes
@@ -17,6 +17,32 @@ Planned as v3.1.0, end of June 2026.
  [`mo_domain()`](https://amr-for-r.org/reference/mo_property.md) for
  the old behaviour. For non-prokaryotic kingdoms (Fungi, Protozoa,
  etc.), `kingdom` and `domain` are identical.
  | [`mo_kingdom()`](https://amr-for-r.org/reference/mo_property.md) \< 3.1.0 | [`mo_kingdom()`](https://amr-for-r.org/reference/mo_property.md) now | [`mo_domain()`](https://amr-for-r.org/reference/mo_property.md) (unchanged) |
  |----|----|----|
  | Bacteria | Bacillati | Bacteria |
  |  | Fusobacteriati | Bacteria |
  |  | Pseudomonadati | Bacteria |
  |  | Thermotogati | Bacteria |
  |  |  |  |
  | Archaea | Methanobacteriati | Archaea |
  |  | Nanobdellati | Archaea |
  |  | Promethearchaeati | Archaea |
  |  | Thermoproteati | Archaea |
  |  |  |  |
  | Fungi | Fungi | Fungi |
  |  |  |  |
  | Protozoa | Protozoa | Protozoa |
  Thus, [`mo_domain()`](https://amr-for-r.org/reference/mo_property.md)
  was previously an alias of
  [`mo_kingdom()`](https://amr-for-r.org/reference/mo_property.md); it
  is now a distinct function returning the domain. Output of
  [`mo_domain()`](https://amr-for-r.org/reference/mo_property.md) is
  therefore unchanged, while
  [`mo_kingdom()`](https://amr-for-r.org/reference/mo_property.md) now
  returns the formal, new kingdom.
 - Faster parallel computing via the `future` package for
  [`as.sir()`](https://amr-for-r.org/reference/as.sir.md) and
  [`wisca()`](https://amr-for-r.org/reference/antibiogram.md): a
@@ -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: 2026-09-08T13:07Z
 urls:
  reference: https://amr-for-r.org/reference
  article: https://amr-for-r.org/articles
@@ -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="">3.0.1.9091</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">
@@ -67,7 +67,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -109,7 +109,7 @@ options(AMR_guideline = "CLSI")'><meta property="og:image" content="https://amr-
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -5,14 +5,14 @@ This work was published in the Journal of Statistical Software (Volume 104(3); d
 ) and formed the basis of two PhD theses (doi:10.33612/diss.177417131
 and doi:10.33612/diss.192486375
 ).
-After installing this package, R knows ~97 000 distinct microbial species (updated mei 2026) and all ~620 antimicrobial and antiviral drugs 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). It was designed to work in any setting, including those with very limited resources. It was created for both routine data analysis and academic research at the Faculty of Medical Sciences of the University of Groningen and the University Medical Center Groningen.
+After installing this package, R knows ~97 000 distinct microbial species (updated May 2026) and all ~620 antimicrobial and antiviral drugs 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). It was designed to work in any setting, including those with very limited resources. It was created for both routine data analysis and academic research at the Faculty of Medical Sciences of the University of Groningen and the University Medical Center Groningen.
 The AMR package is available in English, Arabic, Bengali, Chinese, Czech, Danish, Dutch, Finnish, French, German, Greek, Hindi, Indonesian, Italian, Japanese, Korean, Norwegian, Polish, Portuguese, Romanian, Russian, Spanish, Swahili, Swedish, Turkish, Ukrainian, Urdu, and Vietnamese. Antimicrobial drug (group) names and colloquial microorganism names are provided in these languages."><meta property="og:description" content="Welcome to the AMR package.
 The AMR package is a peer-reviewed, free and open-source R package with zero dependencies 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 epidemiological analyses to continuously enable surveillance and treatment evaluation in any setting. We are a team of many different researchers 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
 ) and formed the basis of two PhD theses (doi:10.33612/diss.177417131
 and doi:10.33612/diss.192486375
 ).
-After installing this package, R knows ~97 000 distinct microbial species (updated mei 2026) and all ~620 antimicrobial and antiviral drugs 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). It was designed to work in any setting, including those with very limited resources. It was created for both routine data analysis and academic research at the Faculty of Medical Sciences of the University of Groningen and the University Medical Center Groningen.
+After installing this package, R knows ~97 000 distinct microbial species (updated May 2026) and all ~620 antimicrobial and antiviral drugs 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). It was designed to work in any setting, including those with very limited resources. It was created for both routine data analysis and academic research at the Faculty of Medical Sciences of the University of Groningen and the University Medical Center Groningen.
 The AMR package is available in English, Arabic, Bengali, Chinese, Czech, Danish, Dutch, Finnish, French, German, Greek, Hindi, Indonesian, Italian, Japanese, Korean, Norwegian, Polish, Portuguese, Romanian, Russian, Spanish, Swahili, Swedish, Turkish, Ukrainian, Urdu, and Vietnamese. Antimicrobial drug (group) names and colloquial microorganism names are provided in these languages."><meta property="og:image" content="https://amr-for-r.org/logo.svg"><link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/katex@0.16.11/dist/katex.min.css" integrity="sha384-nB0miv6/jRmo5UMMR1wu3Gz6NLsoTkbqJghGIsx//Rlm+ZU03BU6SQNC66uf4l5+" crossorigin="anonymous"><script defer src="https://cdn.jsdelivr.net/npm/katex@0.16.11/dist/katex.min.js" integrity="sha384-7zkQWkzuo3B5mTepMUcHkMB5jZaolc2xDwL6VFqjFALcbeS9Ggm/Yr2r3Dy4lfFg" crossorigin="anonymous"></script><script defer src="https://cdn.jsdelivr.net/npm/katex@0.16.11/dist/contrib/auto-render.min.js" integrity="sha384-43gviWU0YVjaDtb/GhzOouOXtZMP/7XUzwPTstBeZFe/+rCMvRwr4yROQP43s0Xk" crossorigin="anonymous" onload="renderMathInElement(document.body);"></script></head><body>
    <a href="#main" class="visually-hidden-focusable">Skip to contents</a>
@@ -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="">3.0.1.9091</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">
@@ -70,7 +70,7 @@ The AMR package is available in English, Arabic, Bengali, Chinese, Czech, Danish
 ) 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>After installing this package, R knows <a href="https://amr-for-r.org/reference/microorganisms.html"><strong>~97 000 distinct microbial species</strong></a> (updated mei 2026) and all <a href="https://amr-for-r.org/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>
+<p>After installing this package, R knows <a href="https://amr-for-r.org/reference/microorganisms.html"><strong>~97 000 distinct microbial species</strong></a> (updated May 2026) and all <a href="https://amr-for-r.org/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>
 <p>The <code>AMR</code> package is available in English, Arabic, Bengali, Chinese, Czech, Danish, Dutch, Finnish, French, German, Greek, Hindi, Indonesian, Italian, Japanese, Korean, Norwegian, Polish, Portuguese, Romanian, Russian, Spanish, Swahili, Swedish, Turkish, Ukrainian, Urdu, and Vietnamese. Antimicrobial drug (group) names and colloquial microorganism names are provided in these languages.</p>
    </div>
@@ -112,7 +112,8 @@ The AMR package is available in English, Arabic, Bengali, Chinese, Czech, Danish
    <div class="section level2">
    <h2 id="author">Author<a class="anchor" aria-label="anchor" href="#author"></a></h2>
    <p><strong>Maintainer</strong>: Matthijs S. Berends <a href="mailto:m.s.berends@umcg.nl">m.s.berends@umcg.nl</a> (<a href="https://orcid.org/0000-0001-7620-1800" class="external-link">ORCID</a>)</p>
-<p>Authors:</p><ul><li><p>Dennis Souverein (<a href="https://orcid.org/0000-0003-0455-0336" class="external-link">ORCID</a>) [contributor]</p></li>
+<p>Authors:</p><ul><li><p>Matthijs S. Berends <a href="mailto:m.s.berends@umcg.nl">m.s.berends@umcg.nl</a> (<a href="https://orcid.org/0000-0001-7620-1800" class="external-link">ORCID</a>)</p></li>
 <li><p>Dennis Souverein (<a href="https://orcid.org/0000-0003-0455-0336" class="external-link">ORCID</a>) [contributor]</p></li>
 <li><p>Erwin E. A. Hassing [contributor]</p></li>
 </ul><p>Other contributors:</p><ul><li><p>Aislinn Cook (<a href="https://orcid.org/0000-0002-9189-7815" class="external-link">ORCID</a>) [contributor]</p></li>
 <li><p>Andrew P. Norgan (<a href="https://orcid.org/0000-0002-2955-2066" class="external-link">ORCID</a>) [contributor]</p></li>
@@ -148,7 +149,7 @@ The AMR package is available in English, Arabic, Bengali, Chinese, Czech, Danish
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -25,7 +25,7 @@ and
 After installing this package, R knows [**~97 000 distinct microbial
 species**](https://amr-for-r.org/reference/microorganisms.html) (updated
-mei 2026) and all [**~620 antimicrobial and antiviral
+May 2026) and all [**~620 antimicrobial and antiviral
 drugs**](https://amr-for-r.org/reference/antimicrobials.html) 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
@@ -102,6 +102,9 @@ Useful links:
 Authors:
 - Matthijs S. Berends <m.s.berends@umcg.nl>
  ([ORCID](https://orcid.org/0000-0001-7620-1800))
 - Dennis Souverein ([ORCID](https://orcid.org/0000-0003-0455-0336))
  \[contributor\]
@@ -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="">3.0.1.9091</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">
@@ -87,7 +87,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -126,7 +126,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -203,7 +203,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -449,7 +449,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -208,7 +208,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -245,7 +245,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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> 1  1999-06-30  27  27.19178          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> 2  1968-01-29  58  58.60822         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> 3  1965-12-05  60  60.75890         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> 4  1980-03-01  46  46.52329         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> 5  1949-11-01  76  76.85205         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> 6  1947-02-14  79  79.56438         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> 7  1940-02-19  86  86.55068         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> 8  1988-01-10  38  38.66027         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> 9  1997-08-27  29  29.03288          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> 10 1978-01-26  48  48.61644         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>
@@ -129,7 +129,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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
+#> 1  1999-06-30  27  27.19178          0
-#> 2  1968-01-29  58  58.40822         31
+#> 2  1968-01-29  58  58.60822         31
-#> 3  1965-12-05  60  60.55890         34
+#> 3  1965-12-05  60  60.75890         34
-#> 4  1980-03-01  46  46.32329         19
+#> 4  1980-03-01  46  46.52329         19
-#> 5  1949-11-01  76  76.65205         50
+#> 5  1949-11-01  76  76.85205         50
-#> 6  1947-02-14  79  79.36438         52
+#> 6  1947-02-14  79  79.56438         52
-#> 7  1940-02-19  86  86.35068         59
+#> 7  1940-02-19  86  86.55068         59
-#> 8  1988-01-10  38  38.46027         11
+#> 8  1988-01-10  38  38.66027         11
-#> 9  1997-08-27  28  28.83288          2
+#> 9  1997-08-27  29  29.03288          2
-#> 10 1978-01-26  48  48.41644         21
+#> 10 1978-01-26  48  48.61644         21
 ```
@@ -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="">3.0.1.9091</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">
@@ -164,7 +164,7 @@ The default is to split on young children (0-11), youth (12-24), young adults (2
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -202,10 +202,10 @@ may affect the computations for subsequent operations.</p></dd>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BB00;">✔</span> <span style="color: #0000BB;">broom       </span> 1.0.13     <span style="color: #00BB00;">✔</span> <span style="color: #0000BB;">rsample     </span> 1.3.2 </span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BB00;">✔</span> <span style="color: #0000BB;">dials       </span> 1.4.4      <span style="color: #00BB00;">✔</span> <span style="color: #0000BB;">tailor      </span> 0.1.0 </span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BB00;">✔</span> <span style="color: #0000BB;">infer       </span> 1.1.0      <span style="color: #00BB00;">✔</span> <span style="color: #0000BB;">tidyr       </span> 1.3.2 </span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BB00;">✔</span> <span style="color: #0000BB;">modeldata   </span> 1.5.1      <span style="color: #00BB00;">✔</span> <span style="color: #0000BB;">tune        </span> 2.1.0 </span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BB00;">✔</span> <span style="color: #0000BB;">modeldata   </span> 1.6.0      <span style="color: #00BB00;">✔</span> <span style="color: #0000BB;">tune        </span> 2.1.0 </span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BB00;">✔</span> <span style="color: #0000BB;">parsnip     </span> 1.6.0      <span style="color: #00BB00;">✔</span> <span style="color: #0000BB;">workflows   </span> 1.3.0 </span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BB00;">✔</span> <span style="color: #0000BB;">purrr       </span> 1.2.2      <span style="color: #00BB00;">✔</span> <span style="color: #0000BB;">workflowsets</span> 1.1.1 </span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BB00;">✔</span> <span style="color: #0000BB;">recipes     </span> 1.3.3      <span style="color: #00BB00;">✔</span> <span style="color: #0000BB;">yardstick   </span> 1.4.0 </span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BB00;">✔</span> <span style="color: #0000BB;">recipes     </span> 1.4.0      <span style="color: #00BB00;">✔</span> <span style="color: #0000BB;">yardstick   </span> 1.4.0 </span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> ── <span style="font-weight: bold;">Conflicts</span> ───────────────────────────────────────── tidymodels_conflicts() ──</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #BB0000;">✖</span> <span style="color: #0000BB;">purrr</span>::<span style="color: #00BB00;">discard()</span> masks <span style="color: #0000BB;">scales</span>::discard()</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #BB0000;">✖</span> <span style="color: #0000BB;">dplyr</span>::<span style="color: #00BB00;">filter()</span>  masks <span style="color: #0000BB;">stats</span>::filter()</span>
@@ -229,7 +229,7 @@ may affect the computations for subsequent operations.</p></dd>
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -181,10 +181,10 @@ if (require("tidymodels")) {
 #> ✔ broom        1.0.13     ✔ rsample      1.3.2 
 #> ✔ dials        1.4.4      ✔ tailor       0.1.0 
 #> ✔ infer        1.1.0      ✔ tidyr        1.3.2 
-#> ✔ modeldata    1.5.1      ✔ tune         2.1.0 
+#> ✔ modeldata    1.6.0      ✔ tune         2.1.0 
 #> ✔ parsnip      1.6.0      ✔ workflows    1.3.0 
 #> ✔ purrr        1.2.2      ✔ workflowsets 1.1.1 
-#> ✔ recipes      1.3.3      ✔ yardstick    1.4.0 
+#> ✔ recipes      1.4.0      ✔ yardstick    1.4.0 
 #> ── Conflicts ───────────────────────────────────────── tidymodels_conflicts() ──
 #> ✖ purrr::discard() masks scales::discard()
 #> ✖ dplyr::filter()  masks stats::filter()
@@ -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="">3.0.1.9091</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">
@@ -102,7 +102,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -744,7 +744,7 @@ All antibiogram types adhere to previously described approaches (see Source), an
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -909,7 +909,7 @@ my_data_with_all_these_columns %&amp;gt;%
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -184,7 +184,7 @@ The antibiotics data set has been renamed to antimicrobials. The old name will b
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -221,7 +221,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -174,7 +174,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -62,10 +62,6 @@
 <span><span class="fu">is.disk</span><span class="op">(</span><span class="va">x</span><span class="op">)</span></span></code></pre></div>
    </div>
    <div class="section level2">
    <h2 id="format">Format<a class="anchor" aria-label="anchor" href="#format"></a></h2>
    <p>An object of class <code>disk</code> (inherits from <code>integer</code>) of length 1.</p>
    </div>
    <div class="section level2">
    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
@@ -142,7 +138,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -14,10 +14,6 @@ NA_disk_
 is.disk(x)
 ```
 ## Format
 An object of class `disk` (inherits from `integer`) of length 1.
 ## Arguments
 - x:
@@ -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="">3.0.1.9091</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">
@@ -232,7 +232,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -339,7 +339,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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;">1</span> 2026-09-08 <span style="color: #949494;">13:09:34</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;">2</span> 2026-09-08 <span style="color: #949494;">13:09:34</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;">3</span> 2026-09-08 <span style="color: #949494;">13:09:35</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;">4</span> 2026-09-08 <span style="color: #949494;">13:09:35</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>
@@ -722,7 +722,7 @@ Breakpoints are currently implemented from EUCAST 2011-2026 and CLSI 2011-2026,
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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          
+#> 1 2026-09-08 13:09:34     1 MIC    amoxicillin Escherich… human      8          
-#> 2 2026-06-27 13:38:17     1 MIC    cipro       Escherich… human      0.256      
+#> 2 2026-09-08 13:09:34     1 MIC    cipro       Escherich… human      0.256      
-#> 3 2026-06-27 13:38:17     1 DISK   tobra       Escherich… human      16         
+#> 3 2026-09-08 13:09:35     1 DISK   tobra       Escherich… human      16         
-#> 4 2026-06-27 13:38:18     1 DISK   genta       Escherich… human      18         
+#> 4 2026-09-08 13:09:35     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>
@@ -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="">3.0.1.9091</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">
@@ -157,7 +157,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -142,7 +142,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -263,7 +263,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -185,7 +185,7 @@
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-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -254,7 +254,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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>
@@ -108,7 +108,10 @@ Use as.sir() to transform MICs or disks measurements to SIR values."><meta prope
 <h3 id="imported-from-whonet">Imported From WHONET<a class="anchor" aria-label="anchor" href="#imported-from-whonet"></a></h3>
-<p>Clinical breakpoints in this package were validated through and imported from <a href="https://whonet.org" class="external-link">WHONET</a>, a free desktop Windows application developed and supported by the WHO Collaborating Centre for Surveillance of Antimicrobial Resistance. More can be read on <a href="https://whonet.org" class="external-link">their website</a>. The developers of WHONET and this <code>AMR</code> package have been in contact about sharing their work. We highly appreciate their great development on the WHONET software.</p>
+<p>Some breakpoints in this package were validated through and imported from <a href="https://whonet.org" class="external-link">WHONET</a>, a free desktop Windows application developed and supported by the WHO Collaborating Centre for Surveillance of Antimicrobial Resistance. More can be read on <a href="https://whonet.org" class="external-link">their website</a>. The developers of WHONET and this <code>AMR</code> package have been in contact about sharing their work. We highly appreciate their great development on the WHONET software.</p>
 <p>From WHONET, imported were:</p><ul><li><p>All CLSI breakpoints, including ECOFF</p></li>
 <li><p>EUCAST breakpoints between  2011 and 2018</p></li>
 </ul><p>EUCAST breakpoints from 2019 onwards, were retrieved directly from <a href="https://www.eucast.org" class="external-link">https://www.eucast.org</a>.</p>
 <p>Our import and reproduction script can be found here: <a href="https://github.com/msberends/AMR/blob/main/data-raw/_reproduction_scripts/reproduction_of_clinical_breakpoints.R" class="external-link">https://github.com/msberends/AMR/blob/main/data-raw/_reproduction_scripts/reproduction_of_clinical_breakpoints.R</a>.</p>
 </div>
@@ -143,7 +146,7 @@ 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 +159,7 @@ 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>
@@ -166,7 +169,7 @@ Use as.sir() to transform MICs or disks measurements to SIR values."><meta prope
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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
@@ -100,7 +100,7 @@ to interpret raw data using a specific breakpoint type, e.g.
 ### Imported From WHONET
-Clinical breakpoints in this package were validated through and imported
+Some breakpoints in this package were validated through and imported
 from [WHONET](https://whonet.org), a free desktop Windows application
 developed and supported by the WHO Collaborating Centre for Surveillance
 of Antimicrobial Resistance. More can be read on [their
@@ -108,6 +108,15 @@ website](https://whonet.org). The developers of WHONET and this `AMR`
 package have been in contact about sharing their work. We highly
 appreciate their great development on the WHONET software.
 From WHONET, imported were:
 - All CLSI breakpoints, including ECOFF
 - EUCAST breakpoints between 2011 and 2018
 EUCAST breakpoints from 2019 onwards, were retrieved directly from
 <https://www.eucast.org>.
 Our import and reproduction script can be found here:
 <https://github.com/msberends/AMR/blob/main/data-raw/_reproduction_scripts/reproduction_of_clinical_breakpoints.R>.
@@ -154,7 +163,7 @@ 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 +176,7 @@ 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>
 ```
@@ -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="">3.0.1.9091</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">
@@ -285,7 +285,7 @@ count_resistant() should be used to count resistant isolates, count_susceptible(
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -252,7 +252,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -259,7 +259,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -104,7 +104,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -95,7 +95,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -107,7 +107,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -99,7 +99,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -86,7 +86,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -381,7 +381,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -125,7 +125,7 @@
  <dt>stdres</dt>
 <dd><p>standardized residuals,
    <code>(observed - expected) / sqrt(V)</code>, where <code>V</code> is the
-    residual cell variance (<a href="#reference+chisq.test.Rd+R+3AAgresti+3A2007" class="citation">Agresti 2007</a>, section 2.4.5)
+    residual cell variance (Agresti, 2007, section 2.4.5
    for the case where <code>x</code> is a matrix, <code>n * p * (1 - p)</code> otherwise).</p></dd>
 </dl></div>
@@ -228,7 +228,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -93,9 +93,8 @@ A list with class `"htest"` containing the following components:
 - stdres:
  standardized residuals, `(observed - expected) / sqrt(V)`, where `V`
-  is the residual cell variance ([Agresti
+  is the residual cell variance (Agresti, 2007, section 2.4.5 for the
-  2007](#reference+chisq.test.Rd+R+3AAgresti+3A2007), section 2.4.5) for
+  case where `x` is a matrix, `n * p * (1 - p)` otherwise).
  the case where `x` is a matrix, `n * p * (1 - p)` otherwise).
 ## Details
@@ -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="">3.0.1.9091</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">
@@ -315,7 +315,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -113,9 +113,8 @@
 <dt id="arg-pc-biplot">pc.biplot<a class="anchor" aria-label="anchor" href="#arg-pc-biplot"></a></dt>
-<dd><p>If true, use what <cite></cite><a href="#reference+biplot.princomp.Rd+R+3AGabriel+3A1971" class="citation">Gabriel (1971)</a> refers to as a
+<dd><p>If true, use what Gabriel (1971) refers to as a "principal component
-    “principal component biplot”,
+    biplot", with <code>lambda = 1</code> and observations scaled up by sqrt(n) and
    with <code>lambda = 1</code> and observations scaled up by sqrt(n) and
    variables scaled down by sqrt(n).  Then inner products between
    variables approximate covariances and distances between observations
    approximate Mahalanobis distance.</p></dd>
@@ -261,7 +260,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -85,12 +85,11 @@ the changes made based on the source code were:
 - pc.biplot:
-  If true, use what [Gabriel
+  If true, use what Gabriel (1971) refers to as a "principal component
-  (1971)](#reference+biplot.princomp.Rd+R+3AGabriel+3A1971) refers to as
+  biplot", with `lambda = 1` and observations scaled up by sqrt(n) and
-  a “principal component biplot”, with `lambda = 1` and observations
+  variables scaled down by sqrt(n). Then inner products between
-  scaled up by sqrt(n) and variables scaled down by sqrt(n). Then inner
+  variables approximate covariances and distances between observations
-  products between variables approximate covariances and distances
+  approximate Mahalanobis distance.
  between observations approximate Mahalanobis distance.
 - labels:
@@ -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="">3.0.1.9091</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">
@@ -319,7 +319,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -129,7 +129,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -609,7 +609,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -135,11 +135,11 @@ To improve the interpretation of the antibiogram before CLSI/EUCAST interpretive
 <dt id="arg-version-expertrules">version_expertrules<a class="anchor" aria-label="anchor" href="#arg-version-expertrules"></a></dt>
-<dd><p>The version number to use for the EUCAST Expert Rules and Intrinsic Resistance guideline. Can be <code>"3.3"</code>, <code>"3.2"</code>, or <code>"3.1"</code>.</p></dd>
+<dd><p>The version number to use for the EUCAST Expert Rules and Intrinsic Resistance guideline. Can be <code>"3.3"</code>.</p></dd>
 <dt id="arg-ampc-cephalosporin-resistance">ampc_cephalosporin_resistance<a class="anchor" aria-label="anchor" href="#arg-ampc-cephalosporin-resistance"></a></dt>
-<dd><p>(only applies when <code>rules</code> contains <code>"expert"</code> or <code>"all"</code>) a <a href="https://rdrr.io/r/base/character.html" class="external-link">character</a> value that should be applied to cefotaxime, ceftriaxone and ceftazidime for AmpC de-repressed cephalosporin-resistant mutants - the default is <code>NA</code>. Currently only works when <code>version_expertrules</code> is <code>3.2</code> and higher; these versions of '<em>EUCAST Expert Rules on Enterobacterales</em>' state that results of cefotaxime, ceftriaxone and ceftazidime should be reported with a note, or results should be suppressed (emptied) for these three drugs. A value of <code>NA</code> (the default) for this argument will remove results for these three drugs, while e.g. a value of <code>"R"</code> will make the results for these drugs resistant. Use <code>NULL</code> or <code>FALSE</code> to not alter results for these three drugs of AmpC de-repressed cephalosporin-resistant mutants. Using <code>TRUE</code> is equal to using <code>"R"</code>. <br> For <em>EUCAST Expert Rules</em> v3.2, this rule applies to: <em>Citrobacter braakii</em>, <em>Citrobacter freundii</em>, <em>Citrobacter gillenii</em>, <em>Citrobacter murliniae</em>, <em>Citrobacter rodenticum</em>, <em>Citrobacter sedlakii</em>, <em>Citrobacter werkmanii</em>, <em>Citrobacter youngae</em>, <em>Enterobacter</em>, <em>Hafnia alvei</em>, <em>Klebsiella aerogenes</em>, <em>Morganella morganii</em>, <em>Providencia</em>, and <em>Serratia</em>.</p></dd>
+<dd><p>(only applies when <code>rules</code> contains <code>"expert"</code> or <code>"all"</code>) a <a href="https://rdrr.io/r/base/character.html" class="external-link">character</a> value that should be applied to cefotaxime, ceftriaxone and ceftazidime for AmpC de-repressed cephalosporin-resistant mutants - the default is <code>NA</code>. Currently only works when <code>version_expertrules</code> is <code>3.2</code> and higher; these versions of '<em>EUCAST Expert Rules on Enterobacterales</em>' state that results of cefotaxime, ceftriaxone and ceftazidime should be reported with a note, or results should be suppressed (emptied) for these three drugs. A value of <code>NA</code> (the default) for this argument will remove results for these three drugs, while e.g. a value of <code>"R"</code> will make the results for these drugs resistant. Use <code>NULL</code> or <code>FALSE</code> to not alter results for these three drugs of AmpC de-repressed cephalosporin-resistant mutants. Using <code>TRUE</code> is equal to using <code>"R"</code>. <br> For <em>EUCAST Expert Rules</em> v3.2, this rule applies to: <em>Citrobacter braakii</em>, <em>Citrobacter freundii</em>, <em>Citrobacter gillenii</em>, <em>Citrobacter murliniae</em>, <em>Citrobacter rodenticum</em>, <em>Citrobacter sedlakii</em>, <em>Citrobacter werkmanii</em>, <em>Citrobacter youngae</em>, <em>Enterobacter</em>, <em>Hafnia alvei</em>, and <em>Klebsiella aerogenes</em>.</p></dd>
 <dt id="arg-only-sir-columns">only_sir_columns<a class="anchor" aria-label="anchor" href="#arg-only-sir-columns"></a></dt>
@@ -177,7 +177,7 @@ To improve the interpretation of the antibiogram before CLSI/EUCAST interpretive
    <div class="section level2">
    <h2 id="details">Details<a class="anchor" aria-label="anchor" href="#details"></a></h2>
    <p><strong>Note:</strong> This function does not translate MIC or disk values to SIR values. Use <code><a href="as.sir.html">as.sir()</a></code> for that. <br><strong>Note:</strong> When ampicillin (AMP, J01CA01) is not available but amoxicillin (AMX, J01CA04) is, the latter will be used for all rules where there is a dependency on ampicillin. These drugs are interchangeable when it comes to expression of antimicrobial resistance. <br></p>
-<p>The file containing all interpretive rules is located here: <a href="https://github.com/msberends/AMR/blob/main/data-raw/interpretive_rules.tsv" class="external-link">https://github.com/msberends/AMR/blob/main/data-raw/interpretive_rules.tsv</a>.  <strong>Note:</strong> Old taxonomic names are replaced with the current taxonomy where applicable. For example, <em>Ochrobactrum anthropi</em> was renamed to <em>Brucella anthropi</em> in 2020; the original EUCAST rules v3.1 and v3.2 did not yet contain this new taxonomic name. The <code>AMR</code> package contains the full microbial taxonomy updated until 7th of May, 2026, see <a href="microorganisms.html">microorganisms</a>.</p><div class="section">
+<p>The file containing all interpretive rules is located here: <a href="https://github.com/msberends/AMR/blob/main/data-raw/interpretive_rules.tsv" class="external-link">https://github.com/msberends/AMR/blob/main/data-raw/interpretive_rules.tsv</a>.  <strong>Note:</strong> Old taxonomic names are replaced with the current taxonomy where applicable. For example, <em>Ochrobactrum anthropi</em> was renamed to <em>Brucella anthropi</em> in 2020; older interpretive rules may not yet contain this new taxonomic name. The <code>AMR</code> package contains the full microbial taxonomy updated until 7th of May, 2026, see <a href="microorganisms.html">microorganisms</a>.</p><div class="section">
 <h3 id="custom-rules">Custom Rules<a class="anchor" aria-label="anchor" href="#custom-rules"></a></h3>
@@ -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 Expected Phenotypes. <a href="https://www.eucast.org/bacteria/important-additional-information/expected-phenotypes/" 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 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>
 <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>
 </ul></div>
    <div class="section level2">
@@ -332,7 +327,7 @@ Leclercq et al. <strong>EUCAST expert rules in antimicrobial susceptibility test
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -118,7 +118,7 @@ eucast_dosage(ab, administration = "iv", version_breakpoints = 15)
 - version_expertrules:
  The version number to use for the EUCAST Expert Rules and Intrinsic
-  Resistance guideline. Can be `"3.3"`, `"3.2"`, or `"3.1"`.
+  Resistance guideline. Can be `"3.3"`.
 - ampc_cephalosporin_resistance:
@@ -140,8 +140,7 @@ eucast_dosage(ab, administration = "iv", version_breakpoints = 15)
  braakii*, *Citrobacter freundii*, *Citrobacter gillenii*, *Citrobacter
  murliniae*, *Citrobacter rodenticum*, *Citrobacter sedlakii*,
  *Citrobacter werkmanii*, *Citrobacter youngae*, *Enterobacter*,
-  *Hafnia alvei*, *Klebsiella aerogenes*, *Morganella morganii*,
+  *Hafnia alvei*, and *Klebsiella aerogenes*.
  *Providencia*, and *Serratia*.
 - only_sir_columns:
@@ -218,9 +217,9 @@ The file containing all interpretive rules is located here:
 <https://github.com/msberends/AMR/blob/main/data-raw/interpretive_rules.tsv>.
 **Note:** Old taxonomic names are replaced with the current taxonomy
 where applicable. For example, *Ochrobactrum anthropi* was renamed to
-*Brucella anthropi* in 2020; the original EUCAST rules v3.1 and v3.2 did
+*Brucella anthropi* in 2020; older interpretive rules may not yet
-not yet contain this new taxonomic name. The `AMR` package contains the
+contain this new taxonomic name. The `AMR` package contains the full
-full microbial taxonomy updated until 7th of May, 2026, see
+microbial taxonomy updated until 7th of May, 2026, see
 [microorganisms](https://amr-for-r.org/reference/microorganisms.md).
 ### Custom Rules
@@ -280,31 +279,12 @@ 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
+- EUCAST Expected Phenotypes.
-  Tables. Version 3.1, 2016.
+  [(link)](https://www.eucast.org/bacteria/important-additional-information/expected-phenotypes/)
  [(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 Breakpoint tables for interpretation of MICs and zone
-  diameters. Version 9.0, 2019.
+  diameters.
-  [(link)](https://www.eucast.org/fileadmin/src/media/PDFs/EUCAST_files/Breakpoint_tables/v_9.0_Breakpoint_Tables.xlsx)
+  [(link)](https://www.eucast.org/bacteria/clinical-breakpoints-and-interpretation/clinical-breakpoint-tables/)
 - 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)
 ## Examples
@@ -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="">3.0.1.9091</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">
@@ -60,12 +60,13 @@
    <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 294 079 observations and 2 variables:</p><ul><li><p><code>mo</code><br> Microorganism ID which occurs in <code><a href="microorganisms.html">microorganisms$mo</a></code>. Names can be retrieved using <code><a href="mo_property.html">mo_name()</a></code>.</p></li>
+    <p>A <a href="https://tibble.tidyverse.org/reference/tibble.html" class="external-link">tibble</a> with 294 079 observations and 3 variables:</p><ul><li><p><code>mo</code><br> Microorganism ID which occurs in <code><a href="microorganisms.html">microorganisms$mo</a></code>. Names can be retrieved using <code><a href="mo_property.html">mo_name()</a></code>.</p></li>
 <li><p><code>ab</code><br> Antimicrobial ID which occurs in <code><a href="antimicrobials.html">antimicrobials$ab</a></code>. Names can be retrieved using <code><a href="ab_property.html">ab_name()</a></code>.</p></li>
 <li><p><code>version</code><br> Guideline name and version.</p></li>
 </ul></div>
    <div class="section level2">
    <h2 id="details">Details<a class="anchor" aria-label="anchor" href="#details"></a></h2>
-    <p>This data set is currently based on <a href="https://www.eucast.org/bacteria/important-additional-information/expert-rules/" class="external-link">'EUCAST Expected Resistant Phenotypes' v1.2</a> (2023).</p>
+    <p>This data set is currently strictly follows <a href="https://www.eucast.org/bacteria/important-additional-information/expert-rules/" class="external-link">'EUCAST Expected Resistant Phenotypes' v1.2</a> (2023). The</p>
 <p>This data set is internally used by:</p><ul><li><p><code><a href="antimicrobial_selectors.html">not_intrinsic_resistant()</a></code> (an <a href="antimicrobial_selectors.html">antimicrobial selector</a>)</p></li>
 <li><p><code><a href="mo_property.html">mo_is_intrinsic_resistant()</a></code></p></li>
 <li><p><code><a href="antibiogram.html">wisca()</a></code> to model \(\beta(1, 9999)\) for resistant bug-drug combinations, per <a href="https://doi.org/10.1093/jac/dkv397" class="external-link">doi:10.1093/jac/dkv397</a></p></li>
@@ -82,19 +83,19 @@
    <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">intrinsic_resistant</span></span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 294,079 × 2</span></span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 294,079 × 3</span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>    mo          ab  </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>    mo          ab   version                                    </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>    <span style="color: #949494; font-style: italic;">&lt;mo&gt;</span>        <span style="color: #949494; font-style: italic;">&lt;ab&gt;</span></span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>    <span style="color: #949494; font-style: italic;">&lt;mo&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> <span style="color: #949494;">B_</span>GRAMP     ATM </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> <span style="color: #949494;">B_</span>GRAMP     ATM  'EUCAST Expected Resistant Phenotypes' v1.2</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> <span style="color: #949494;">B_</span>GRAMP     COL </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> <span style="color: #949494;">B_</span>GRAMP     COL  'EUCAST Expected Resistant Phenotypes' v1.2</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> <span style="color: #949494;">B_</span>GRAMP     NAL </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> <span style="color: #949494;">B_</span>GRAMP     NAL  'EUCAST Expected Resistant Phenotypes' v1.2</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> <span style="color: #949494;">B_</span>GRAMP     PLB </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> <span style="color: #949494;">B_</span>GRAMP     PLB  'EUCAST Expected Resistant Phenotypes' v1.2</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> <span style="color: #949494;">B_</span>GRAMP     TEM </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> <span style="color: #949494;">B_</span>GRAMP     TEM  'EUCAST Expected Resistant Phenotypes' v1.2</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> <span style="color: #949494;">B_</span>ANAER-POS ATM </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> <span style="color: #949494;">B_</span>ANAER-POS ATM  'EUCAST Expected Resistant Phenotypes' v1.2</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> <span style="color: #949494;">B_</span>ANAER-POS COL </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> <span style="color: #949494;">B_</span>ANAER-POS COL  'EUCAST Expected Resistant Phenotypes' v1.2</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> <span style="color: #949494;">B_</span>ANAER-POS NAL </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> <span style="color: #949494;">B_</span>ANAER-POS NAL  'EUCAST Expected Resistant Phenotypes' v1.2</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> <span style="color: #949494;">B_</span>ANAER-POS PLB </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> <span style="color: #949494;">B_</span>ANAER-POS PLB  'EUCAST Expected Resistant Phenotypes' v1.2</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> <span style="color: #949494;">B_</span>ANAER-POS TEM </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> <span style="color: #949494;">B_</span>ANAER-POS TEM  'EUCAST Expected Resistant Phenotypes' v1.2</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># ℹ 294,069 more rows</span></span>
 </code></pre></div>
    </div>
@@ -103,7 +104,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -15,7 +15,7 @@ intrinsic_resistant
 ## Format
 A [tibble](https://tibble.tidyverse.org/reference/tibble.html) with 294
-079 observations and 2 variables:
+079 observations and 3 variables:
 - `mo`  
  Microorganism ID which occurs in
@@ -29,12 +29,15 @@ A [tibble](https://tibble.tidyverse.org/reference/tibble.html) with 294
  Names can be retrieved using
  [`ab_name()`](https://amr-for-r.org/reference/ab_property.md).
 - `version`  
  Guideline name and version.
 ## Details
-This data set is currently based on ['EUCAST Expected Resistant
+This data set is currently strictly follows ['EUCAST Expected Resistant
 Phenotypes'
 v1.2](https://www.eucast.org/bacteria/important-additional-information/expert-rules/)
-(2023).
+(2023). The
 This data set is internally used by:
@@ -68,18 +71,18 @@ repository](https://github.com/msberends/AMR/tree/main/data-raw/datasets).
 ``` r
 intrinsic_resistant
-#> # A tibble: 294,079 × 2
+#> # A tibble: 294,079 × 3
-#>    mo          ab  
+#>    mo          ab   version                                    
-#>    <mo>        <ab>
+#>    <mo>        <ab> <chr>                                      
-#>  1 B_GRAMP     ATM 
+#>  1 B_GRAMP     ATM  'EUCAST Expected Resistant Phenotypes' v1.2
-#>  2 B_GRAMP     COL 
+#>  2 B_GRAMP     COL  'EUCAST Expected Resistant Phenotypes' v1.2
-#>  3 B_GRAMP     NAL 
+#>  3 B_GRAMP     NAL  'EUCAST Expected Resistant Phenotypes' v1.2
-#>  4 B_GRAMP     PLB 
+#>  4 B_GRAMP     PLB  'EUCAST Expected Resistant Phenotypes' v1.2
-#>  5 B_GRAMP     TEM 
+#>  5 B_GRAMP     TEM  'EUCAST Expected Resistant Phenotypes' v1.2
-#>  6 B_ANAER-POS ATM 
+#>  6 B_ANAER-POS ATM  'EUCAST Expected Resistant Phenotypes' v1.2
-#>  7 B_ANAER-POS COL 
+#>  7 B_ANAER-POS COL  'EUCAST Expected Resistant Phenotypes' v1.2
-#>  8 B_ANAER-POS NAL 
+#>  8 B_ANAER-POS NAL  'EUCAST Expected Resistant Phenotypes' v1.2
-#>  9 B_ANAER-POS PLB 
+#>  9 B_ANAER-POS PLB  'EUCAST Expected Resistant Phenotypes' v1.2
-#> 10 B_ANAER-POS TEM 
+#> 10 B_ANAER-POS TEM  'EUCAST Expected Resistant Phenotypes' v1.2
 #> # ℹ 294,069 more rows
 ```
@@ -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="">3.0.1.9091</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">
@@ -95,7 +95,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -189,7 +189,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -212,7 +212,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -101,7 +101,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -188,7 +188,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -269,7 +269,7 @@ Ordered <a href="https://rdrr.io/pkg/data.table/man/fctr.html" class="external-l
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -231,7 +231,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -190,7 +190,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -113,7 +113,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9091</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">
@@ -178,7 +178,7 @@ Public Health Information Network Vocabulary Access and Distribution System (PHI
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -146,7 +146,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -375,15 +375,15 @@
 <li><p><code>mo_ref("Enterobacter aerogenes")</code> will return <code>"Tindall et al., 2017"</code> (with a note about the renaming)</p></li>
 <li><p><code>mo_ref("Enterobacter aerogenes", keep_synonyms = TRUE)</code> will return <code>"Hormaeche et al., 1960"</code> (with a once-per-session warning that the name is outdated)</p></li>
 </ul><p><code>mo_ref()</code> returns the abbreviated authority of the nomenclatural act that created the queried name combination. When <code>keep_synonyms = FALSE</code> (default), this is the authority of the currently accepted name. When <code>keep_synonyms = TRUE</code>, this is the authority under which the queried (possibly outdated) name was published. Emendations (changes to the species description without a name change) are not reflected; only the combination or original description authority is returned.</p>
-<p>The short name (<code>mo_shortname()</code>) returns the first character of the genus and the full species, such as <code>"E. coli"</code>, for species and subspecies. Exceptions are abbreviations of staphylococci (such as <em>"CoNS"</em>, Coagulase-Negative Staphylococci) and beta-haemolytic streptococci (such as <em>"GBS"</em>, Group B Streptococci). Please bear in mind that e.g. <em>E. coli</em> could mean <em>Escherichia coli</em> (kingdom of Bacteria) as well as <em>Entamoeba coli</em> (kingdom of Protozoa). Returning to the full name will be done using <code><a href="as.mo.html">as.mo()</a></code> internally, giving priority to bacteria and human pathogens, i.e. <code>"E. coli"</code> will always be considered <em>Escherichia coli</em>. As a result, <code>mo_fullname(mo_shortname("Entamoeba coli"))</code> returns <code>"Escherichia coli"</code>.</p>
+<p>The short name (<code>mo_shortname()</code>) returns the first character of the genus and the full species, such as <code>"E. coli"</code>, for species and subspecies. Exceptions are abbreviations of staphylococci (such as <em>"CoNS"</em>, Coagulase-Negative Staphylococci) and beta-haemolytic streptococci (such as <em>"GBS"</em>, Group B Streptococci). Please bear in mind that e.g. <em>E. coli</em> could mean <em>Escherichia coli</em> (domain of Bacteria) as well as <em>Entamoeba coli</em> (domain of Protozoa). Returning to the full name will be done using <code><a href="as.mo.html">as.mo()</a></code> internally, giving priority to bacteria and human pathogens, i.e. <code>"E. coli"</code> will always be considered <em>Escherichia coli</em>. As a result, <code>mo_fullname(mo_shortname("Entamoeba coli"))</code> returns <code>"Escherichia coli"</code>.</p>
 <p>Following the formal introduction of the new kingdom rank into prokaryotic nomenclature in 2024 (<a href="https://doi.org/10.1099/ijsem.0.006242" class="external-link">doi:10.1099/ijsem.0.006242</a>
 ), <code>mo_kingdom()</code> and <code>mo_domain()</code> return different results for bacteria and archaea: <code>mo_kingdom()</code> returns the new formal kingdom (e.g. "Pseudomonadati", "Bacillati"), while <code>mo_domain()</code> returns the new domain (e.g. "Bacteria", "Archaea"). For non-prokaryotic organisms, both functions return identical results.</p>
 <p>Determination of human pathogenicity (<code>mo_pathogenicity()</code>) is strongly based on Bartlett <em>et al.</em> (2022, <a href="https://doi.org/10.1099/mic.0.001269" class="external-link">doi:10.1099/mic.0.001269</a>
 ). This function returns a <a href="https://rdrr.io/pkg/data.table/man/fctr.html" class="external-link">factor</a> with the levels <em>Pathogenic</em>, <em>Potentially pathogenic</em>, <em>Non-pathogenic</em>, and <em>Unknown</em>.</p>
-<p>Determination of the Gram stain (<code>mo_gramstain()</code> is based on the taxonomic kingdom and phylum. Originally, Cavalier-Smith defined the so-called subkingdoms Negibacteria and Posibacteria (2002, <a href="https://pubmed.ncbi.nlm.nih.gov/11837318/" class="external-link">PMID 11837318</a>), and only considered these phyla as Posibacteria: Actinobacteria, Chloroflexi, Firmicutes, and Tenericutes. These phyla were later renamed to Actinomycetota, Chloroflexota, Bacillota, and Mycoplasmatota (2021, <a href="https://pubmed.ncbi.nlm.nih.gov/34694987/" class="external-link">PMID 34694987</a>). Bacteria in these phyla are considered Gram-positive in this <code>AMR</code> package, except for members of the class Negativicutes (within phylum Bacillota) which are Gram-negative. All other bacteria are considered Gram-negative. Species outside the kingdom of Bacteria will return a value <code>NA</code>. Functions <code>mo_is_gram_negative()</code> and <code>mo_is_gram_positive()</code> always return <code>TRUE</code> or <code>FALSE</code> (or <code>NA</code> when the input is <code>NA</code> or the MO code is <code>UNKNOWN</code>), thus always return <code>FALSE</code> for species outside the taxonomic kingdom of Bacteria.</p>
+<p>Determination of the Gram stain (<code>mo_gramstain()</code> is based on the taxonomic domain and phylum. Originally, Cavalier-Smith defined the so-called subkingdoms Negibacteria and Posibacteria (2002, <a href="https://pubmed.ncbi.nlm.nih.gov/11837318/" class="external-link">PMID 11837318</a>), and only considered these phyla as Posibacteria: Actinobacteria, Chloroflexi, Firmicutes, and Tenericutes. These phyla were later renamed to Actinomycetota, Chloroflexota, Bacillota, and Mycoplasmatota (2021, <a href="https://pubmed.ncbi.nlm.nih.gov/34694987/" class="external-link">PMID 34694987</a>). Bacteria in these phyla are considered Gram-positive in this <code>AMR</code> package, except for members of the class Negativicutes (within phylum Bacillota) which are Gram-negative. All other bacteria are considered Gram-negative. Species outside the kingdom of Bacteria will return a value <code>NA</code>. Functions <code>mo_is_gram_negative()</code> and <code>mo_is_gram_positive()</code> always return <code>TRUE</code> or <code>FALSE</code> (or <code>NA</code> when the input is <code>NA</code> or the MO code is <code>UNKNOWN</code>), thus always return <code>FALSE</code> for species outside the taxonomic kingdom of Bacteria.</p>
-<p>Determination of yeasts (<code>mo_is_yeast()</code>) is based on the taxonomic kingdom and class. <em>Budding yeasts</em> are yeasts that reproduce asexually through a process called budding, where a new cell develops from a small protrusion on the parent cell. Taxonomically, these are members of the phylum Ascomycota, class Saccharomycetes (also called Hemiascomycetes) or Pichiomycetes. <em>True yeasts</em> quite specifically refers to yeasts in the underlying order Saccharomycetales (such as <em>Saccharomyces cerevisiae</em>). Thus, for all microorganisms that are member of the taxonomic class Saccharomycetes or Pichiomycetes, the function will return <code>TRUE</code>. It returns <code>FALSE</code> otherwise (or <code>NA</code> when the input is <code>NA</code> or the MO code is <code>UNKNOWN</code>).</p>
+<p>Determination of yeasts (<code>mo_is_yeast()</code>) is based on the taxonomic domain and class. <em>Budding yeasts</em> are yeasts that reproduce asexually through a process called budding, where a new cell develops from a small protrusion on the parent cell. Taxonomically, these are members of the phylum Ascomycota, class Saccharomycetes (also called Hemiascomycetes) or Pichiomycetes. <em>True yeasts</em> quite specifically refers to yeasts in the underlying order Saccharomycetales (such as <em>Saccharomyces cerevisiae</em>). Thus, for all microorganisms that are member of the taxonomic class Saccharomycetes or Pichiomycetes, the function will return <code>TRUE</code>. It returns <code>FALSE</code> otherwise (or <code>NA</code> when the input is <code>NA</code> or the MO code is <code>UNKNOWN</code>).</p>
 <p>Determination of intrinsic resistance (<code>mo_is_intrinsic_resistant()</code>) is based on the <a href="intrinsic_resistant.html">intrinsic_resistant</a> data set, which is based on <a href="https://www.eucast.org/bacteria/important-additional-information/expert-rules/" class="external-link">'EUCAST Expected Resistant Phenotypes' v1.2</a> (2023). The <code>mo_is_intrinsic_resistant()</code> function can be vectorised over both argument <code>x</code> (input for microorganisms) and <code>ab</code> (input for antimicrobials).</p>
-<p>Determination of both bacterial oxygen tolerance (<code>mo_oxygen_tolerance()</code>) and morphology (<code>mo_morphology()</code>) are  based on BacDive, see <em>Source</em>. The function <code>mo_is_anaerobic()</code> only returns <code>TRUE</code> if the oxygen tolerance is <code>"anaerobe"</code>, indicating an obligate anaerobic species or genus. It always returns <code>FALSE</code> for species outside the taxonomic kingdom of Bacteria.</p>
+<p>Determination of both bacterial oxygen tolerance (<code>mo_oxygen_tolerance()</code>) and morphology (<code>mo_morphology()</code>) are  based on BacDive, see <em>Source</em>. The function <code>mo_is_anaerobic()</code> only returns <code>TRUE</code> if the oxygen tolerance is <code>"anaerobe"</code>, indicating an obligate anaerobic species or genus. It always returns <code>FALSE</code> for species outside the taxonomic domain of Bacteria.</p>
 <p>The function <code>mo_url()</code> will return the direct URL to the online database entry, which also shows the scientific reference of the concerned species. <a href="https://www.mycobank.org" class="external-link">This MycoBank URL</a> is used for fungi wherever available , <a href="https://www.mycobank.org" class="external-link">this LPSN URL</a> for bacteria wherever available, and <a href="https://www.gbif.org" class="external-link">this GBIF link</a> otherwise.</p>
 <p>SNOMED codes (<code>mo_snomed()</code>) was last updated on 16th of July, 2024. See <em>Source</em> and the <a href="microorganisms.html">microorganisms</a> data set for more info.</p>
 <p>Old taxonomic names (so-called 'synonyms') can be retrieved with <code>mo_synonyms()</code> (which will have the scientific reference as <a href="https://rdrr.io/r/base/names.html" class="external-link">name</a>), the current taxonomic name can be retrieved with <code>mo_current()</code>. Both functions return full names.</p>
@@ -826,7 +826,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -400,9 +400,9 @@ genus and the full species, such as `"E. coli"`, for species and
 subspecies. Exceptions are abbreviations of staphylococci (such as
 *"CoNS"*, Coagulase-Negative Staphylococci) and beta-haemolytic
 streptococci (such as *"GBS"*, Group B Streptococci). Please bear in
-mind that e.g. *E. coli* could mean *Escherichia coli* (kingdom of
+mind that e.g. *E. coli* could mean *Escherichia coli* (domain of
-Bacteria) as well as *Entamoeba coli* (kingdom of Protozoa). Returning
+Bacteria) as well as *Entamoeba coli* (domain of Protozoa). Returning to
-to the full name will be done using
+the full name will be done using
 [`as.mo()`](https://amr-for-r.org/reference/as.mo.md) internally, giving
 priority to bacteria and human pathogens, i.e. `"E. coli"` will always
 be considered *Escherichia coli*. As a result,
@@ -426,7 +426,7 @@ function returns a
 *Pathogenic*, *Potentially pathogenic*, *Non-pathogenic*, and *Unknown*.
 Determination of the Gram stain (`mo_gramstain()` is based on the
-taxonomic kingdom and phylum. Originally, Cavalier-Smith defined the
+taxonomic domain and phylum. Originally, Cavalier-Smith defined the
 so-called subkingdoms Negibacteria and Posibacteria (2002, [PMID
 11837318](https://pubmed.ncbi.nlm.nih.gov/11837318/)), and only
 considered these phyla as Posibacteria: Actinobacteria, Chloroflexi,
@@ -443,7 +443,7 @@ is `UNKNOWN`), thus always return `FALSE` for species outside the
 taxonomic kingdom of Bacteria.
 Determination of yeasts (`mo_is_yeast()`) is based on the taxonomic
-kingdom and class. *Budding yeasts* are yeasts that reproduce asexually
+domain and class. *Budding yeasts* are yeasts that reproduce asexually
 through a process called budding, where a new cell develops from a small
 protrusion on the parent cell. Taxonomically, these are members of the
 phylum Ascomycota, class Saccharomycetes (also called Hemiascomycetes)
@@ -468,7 +468,7 @@ Determination of both bacterial oxygen tolerance
 on BacDive, see *Source*. The function `mo_is_anaerobic()` only returns
 `TRUE` if the oxygen tolerance is `"anaerobe"`, indicating an obligate
 anaerobic species or genus. It always returns `FALSE` for species
-outside the taxonomic kingdom of Bacteria.
+outside the taxonomic domain of Bacteria.
 The function `mo_url()` will return the direct URL to the online
 database entry, which also shows the scientific reference of the
@@ -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>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9091</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">
@@ -147,7 +147,7 @@ This is the fastest way to have your organisation (or analysis) specific codes p
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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="">3.0.1.9091</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">
@@ -189,7 +189,7 @@
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9091</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">
@@ -522,7 +522,7 @@ Especially the scale_*_mic() functions are relevant wrappers to plot MIC values
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
@@ -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>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9091</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">
@@ -437,7 +437,7 @@ resistance() should be used to calculate resistance, susceptibility() should be
    <footer><div class="pkgdown-footer-left">
-  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in The Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
+  <p><code>AMR</code> (for R). Free and open-source, licenced under the <a target="_blank" href="https://github.com/msberends/AMR/blob/main/LICENSE" class="external-link">GNU GPL 2.0</a>. Developed at the <a target="_blank" href="https://www.rug.nl" class="external-link">University of Groningen</a> and <a target="_blank" href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a> in the Netherlands, in collaboration with <a href="https://amr-for-r.org/authors.html">many colleagues from around the world</a>.</p>
 </div>
 <div class="pkgdown-footer-right">
--- a/Show More
+++ b/Show More
Author	SHA1	Message	Date
github-actions	681ed77a20	Built site for AMR@3.0.1.9091: `aebad2a`	2026-09-08 13:14:10 +00:00
github-actions	abec62e8ef	Built site for AMR@3.0.1.9090: `3f50d6b`	2026-09-04 17:57:32 +00:00
github-actions	32b45faeac	Built site for AMR@3.0.1.9089: `177e83a`	2026-09-03 14:12:15 +00:00
github-actions	9a21a80414	Built site for AMR@3.0.1.9088: `bbdd3a9`	2026-09-03 12:36:14 +00:00
github-actions	8fbf4f8f0b	Built site for AMR@3.0.1.9087: `2c33297`	2026-08-20 12:39:14 +00:00
github-actions	8b8bb6a2c6	Built site for AMR@3.0.1.9086: `bd92442`	2026-08-13 09:25:55 +00:00
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
github-actions	2fc13ce76c	Built site for AMR@3.0.1.9083: `ea996c8`	2026-07-03 17:54:12 +00:00
github-actions	400965f4d0	Built site for AMR@3.0.1.9082: `65445bc`	2026-07-03 17:25:25 +00:00