Built site for AMR: 1.8.2.9014@dfae4c7

2024-12-26 18:46:13 +01:00 · 2022-10-11 09:00:04 +00:00 · 2022-10-11 09:00:04 +00:00 · a1d8ec7d4a
commit a1d8ec7d4a
parent 4f02b97c70
94 changed files with 539 additions and 510 deletions
--- a/404.html
+++ b/404.html
@ -36,7 +36,7 @@
    <a class="navbar-brand me-2" href="https://msberends.github.io/AMR/index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/LICENSE-text.html
+++ b/LICENSE-text.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/articles/AMR.html
+++ b/articles/AMR.html
@ -38,7 +38,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</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">
@ -162,7 +162,7 @@
      <img src="../logo.svg" class="logo" alt=""><h1>How to conduct AMR data analysis</h1>
                        <h4 data-toc-skip class="author">Dr. Matthijs Berends</h4>
-            <h4 data-toc-skip class="date">10 October 2022</h4>
+            <h4 data-toc-skip class="date">11 October 2022</h4>
      <small class="dont-index">Source: <a href="https://github.com/msberends/AMR/blob/HEAD/vignettes/AMR.Rmd" class="external-link"><code>vignettes/AMR.Rmd</code></a></small>
      <div class="d-none name"><code>AMR.Rmd</code></div>
@ -170,7 +170,7 @@
-<p><strong>Note:</strong> values on this page will change with every 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 10 October 2022.</p>
+<p><strong>Note:</strong> values on this page will change with every 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 11 October 2022.</p>
 <div class="section level2">
 <h2 id="introduction">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
 </h2>
@ -201,21 +201,21 @@
 </tr></thead>
 <tbody>
 <tr class="odd">
-<td align="center">2022-10-10</td>
+<td align="center">2022-10-11</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">2022-10-10</td>
+<td align="center">2022-10-11</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">2022-10-10</td>
+<td align="center">2022-10-11</td>
 <td align="center">efgh</td>
 <td align="center">Escherichia coli</td>
 <td align="center">R</td>
@ -325,52 +325,19 @@
 </tr></thead>
 <tbody>
 <tr class="odd">
-<td align="center">2013-01-05</td>
+<td align="center">2015-02-02</td>
-<td align="center">B6</td>
+<td align="center">E3</td>
 <td align="center">Hospital B</td>
 <td align="center">Escherichia coli</td>
 <td align="center">S</td>
 <td align="center">I</td>
 <td align="center">S</td>
 <td align="center">R</td>
 <td align="center">M</td>
 </tr>
 <tr class="even">
 <td align="center">2012-10-29</td>
 <td align="center">N7</td>
 <td align="center">Hospital B</td>
 <td align="center">Escherichia coli</td>
 <td align="center">S</td>
 <td align="center">I</td>
 <td align="center">S</td>
 <td align="center">S</td>
 <td align="center">F</td>
 </tr>
 <tr class="odd">
 <td align="center">2013-03-22</td>
 <td align="center">H6</td>
 <td align="center">Hospital B</td>
 <td align="center">Escherichia coli</td>
 <td align="center">S</td>
 <td align="center">R</td>
 <td align="center">S</td>
 <td align="center">S</td>
 <td align="center">M</td>
 </tr>
 <tr class="even">
-<td align="center">2012-10-06</td>
+<td align="center">2015-12-29</td>
-<td align="center">C7</td>
+<td align="center">W4</td>
 <td align="center">Hospital A</td>
 <td align="center">Escherichia coli</td>
 <td align="center">R</td>
 <td align="center">S</td>
 <td align="center">S</td>
 <td align="center">S</td>
 <td align="center">M</td>
 </tr>
 <tr class="odd">
 <td align="center">2016-03-25</td>
 <td align="center">S8</td>
 <td align="center">Hospital D</td>
 <td align="center">Escherichia coli</td>
 <td align="center">S</td>
@ -379,17 +346,50 @@
 <td align="center">S</td>
 <td align="center">F</td>
 </tr>
-<tr class="even">
+<tr class="odd">
-<td align="center">2011-05-16</td>
+<td align="center">2013-03-05</td>
-<td align="center">I5</td>
+<td align="center">E4</td>
-<td align="center">Hospital B</td>
+<td align="center">Hospital C</td>
 <td align="center">Escherichia coli</td>
 <td align="center">S</td>
 <td align="center">R</td>
 <td align="center">S</td>
 <td align="center">S</td>
 <td align="center">S</td>
 <td align="center">M</td>
 </tr>
 <tr class="even">
 <td align="center">2016-02-19</td>
 <td align="center">O7</td>
 <td align="center">Hospital C</td>
 <td align="center">Staphylococcus aureus</td>
 <td align="center">R</td>
 <td align="center">S</td>
 <td align="center">S</td>
 <td align="center">S</td>
 <td align="center">F</td>
 </tr>
 <tr class="odd">
 <td align="center">2016-03-08</td>
 <td align="center">M10</td>
 <td align="center">Hospital B</td>
 <td align="center">Escherichia coli</td>
 <td align="center">S</td>
 <td align="center">S</td>
 <td align="center">S</td>
 <td align="center">S</td>
 <td align="center">M</td>
 </tr>
 <tr class="even">
 <td align="center">2016-12-01</td>
 <td align="center">U5</td>
 <td align="center">Hospital D</td>
 <td align="center">Escherichia coli</td>
 <td align="center">S</td>
 <td align="center">S</td>
 <td align="center">R</td>
 <td align="center">R</td>
 <td align="center">F</td>
 </tr>
 </tbody>
 </table>
 <p>Now, let’s start the cleaning and the analysis!</p>
@ -422,16 +422,16 @@ Longest: 1</p>
 <tr class="odd">
 <td align="left">1</td>
 <td align="left">M</td>
-<td align="right">10,283</td>
+<td align="right">10,418</td>
-<td align="right">51.42%</td>
+<td align="right">52.09%</td>
-<td align="right">10,283</td>
+<td align="right">10,418</td>
-<td align="right">51.42%</td>
+<td align="right">52.09%</td>
 </tr>
 <tr class="even">
 <td align="left">2</td>
 <td align="left">F</td>
-<td align="right">9,717</td>
+<td align="right">9,582</td>
-<td align="right">48.59%</td>
+<td align="right">47.91%</td>
 <td align="right">20,000</td>
 <td align="right">100.00%</td>
 </tr>
@ -488,9 +488,9 @@ Longest: 1</p>
 <span><span class="co"># Basing inclusion on all antimicrobial results, using a points threshold of</span></span>
 <span><span class="co"># 2</span></span>
 <span><span class="co"># Including isolates from ICU.</span></span>
-<span><span class="co"># =&gt; Found 10,620 'phenotype-based' first isolates (53.1% of total where a</span></span>
+<span><span class="co"># =&gt; Found 10,684 'phenotype-based' first isolates (53.4% of total where a</span></span>
 <span><span class="co">#    microbial ID was available)</span></span></code></pre></div>
-<p>So only 53.1% is suitable for resistance analysis! We can now filter on it with the <code><a href="https://dplyr.tidyverse.org/reference/filter.html" class="external-link">filter()</a></code> function, also from the <code>dplyr</code> package:</p>
+<p>So only 53.4% is suitable for resistance analysis! We can now filter on it with the <code><a href="https://dplyr.tidyverse.org/reference/filter.html" class="external-link">filter()</a></code> function, also from the <code>dplyr</code> package:</p>
 <div class="sourceCode" id="cb15"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="va">data_1st</span> <span class="op">&lt;-</span> <span class="va">data</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span></span>
 <span>  <span class="fu"><a href="https://dplyr.tidyverse.org/reference/filter.html" class="external-link">filter</a></span><span class="op">(</span><span class="va">first</span> <span class="op">==</span> <span class="cn">TRUE</span><span class="op">)</span></span></code></pre></div>
@ -499,7 +499,7 @@ Longest: 1</p>
 <code class="sourceCode R"><span><span class="va">data_1st</span> <span class="op">&lt;-</span> <span class="va">data</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span></span>
 <span>  <span class="fu"><a href="../reference/first_isolate.html">filter_first_isolate</a></span><span class="op">(</span><span class="op">)</span></span>
 <span><span class="co"># Including isolates from ICU.</span></span></code></pre></div>
-<p>So we end up with 10,620 isolates for analysis. Now our data looks like:</p>
+<p>So we end up with 10,684 isolates for analysis. Now our data looks like:</p>
 <div class="sourceCode" id="cb17"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/head.html" class="external-link">head</a></span><span class="op">(</span><span class="va">data_1st</span><span class="op">)</span></span></code></pre></div>
 <table class="table">
@ -538,14 +538,14 @@ Longest: 1</p>
 <tbody>
 <tr class="odd">
 <td align="left">1</td>
-<td align="center">2013-01-05</td>
+<td align="center">2015-02-02</td>
-<td align="center">B6</td>
+<td align="center">E3</td>
 <td align="center">Hospital B</td>
 <td align="center">B_ESCHR_COLI</td>
 <td align="center">S</td>
 <td align="center">S</td>
 <td align="center">S</td>
 <td align="center">R</td>
 <td align="center">S</td>
 <td align="center">M</td>
 <td align="center">Gram-negative</td>
 <td align="center">Escherichia</td>
@ -553,77 +553,61 @@ Longest: 1</p>
 <td align="center">TRUE</td>
 </tr>
 <tr class="even">
 <td align="left">3</td>
 <td align="center">2013-03-22</td>
 <td align="center">H6</td>
 <td align="center">Hospital B</td>
 <td align="center">B_ESCHR_COLI</td>
 <td align="center">R</td>
 <td align="center">R</td>
 <td align="center">S</td>
 <td align="center">S</td>
 <td align="center">M</td>
 <td align="center">Gram-negative</td>
 <td align="center">Escherichia</td>
 <td align="center">coli</td>
 <td align="center">TRUE</td>
 </tr>
 <tr class="odd">
 <td align="left">4</td>
-<td align="center">2012-10-06</td>
+<td align="center">2016-02-19</td>
-<td align="center">C7</td>
+<td align="center">O7</td>
-<td align="center">Hospital A</td>
+<td align="center">Hospital C</td>
 <td align="center">B_ESCHR_COLI</td>
 <td align="center">R</td>
 <td align="center">S</td>
 <td align="center">S</td>
 <td align="center">S</td>
 <td align="center">M</td>
 <td align="center">Gram-negative</td>
 <td align="center">Escherichia</td>
 <td align="center">coli</td>
 <td align="center">TRUE</td>
 </tr>
 <tr class="even">
 <td align="left">6</td>
 <td align="center">2011-05-16</td>
 <td align="center">I5</td>
 <td align="center">Hospital B</td>
 <td align="center">B_ESCHR_COLI</td>
 <td align="center">R</td>
 <td align="center">R</td>
 <td align="center">S</td>
 <td align="center">S</td>
 <td align="center">M</td>
 <td align="center">Gram-negative</td>
 <td align="center">Escherichia</td>
 <td align="center">coli</td>
 <td align="center">TRUE</td>
 </tr>
 <tr class="odd">
 <td align="left">11</td>
 <td align="center">2014-02-18</td>
 <td align="center">K4</td>
 <td align="center">Hospital B</td>
 <td align="center">B_STPHY_AURS</td>
 <td align="center">R</td>
 <td align="center">R</td>
 <td align="center">S</td>
 <td align="center">S</td>
-<td align="center">M</td>
+<td align="center">S</td>
 <td align="center">F</td>
 <td align="center">Gram-positive</td>
 <td align="center">Staphylococcus</td>
 <td align="center">aureus</td>
 <td align="center">TRUE</td>
 </tr>
-<tr class="even">
+<tr class="odd">
-<td align="left">12</td>
+<td align="left">6</td>
-<td align="center">2013-07-06</td>
+<td align="center">2016-12-01</td>
-<td align="center">Q5</td>
+<td align="center">U5</td>
 <td align="center">Hospital D</td>
 <td align="center">B_ESCHR_COLI</td>
 <td align="center">S</td>
 <td align="center">S</td>
 <td align="center">R</td>
 <td align="center">R</td>
 <td align="center">F</td>
 <td align="center">Gram-negative</td>
 <td align="center">Escherichia</td>
 <td align="center">coli</td>
 <td align="center">TRUE</td>
 </tr>
 <tr class="even">
 <td align="left">7</td>
 <td align="center">2017-10-01</td>
 <td align="center">K6</td>
 <td align="center">Hospital A</td>
 <td align="center">B_ESCHR_COLI</td>
 <td align="center">S</td>
 <td align="center">S</td>
 <td align="center">S</td>
 <td align="center">S</td>
 <td align="center">M</td>
 <td align="center">Gram-negative</td>
 <td align="center">Escherichia</td>
 <td align="center">coli</td>
 <td align="center">TRUE</td>
 </tr>
 <tr class="odd">
 <td align="left">8</td>
 <td align="center">2015-04-05</td>
 <td align="center">R1</td>
 <td align="center">Hospital A</td>
 <td align="center">B_ESCHR_COLI</td>
 <td align="center">S</td>
 <td align="center">S</td>
 <td align="center">S</td>
 <td align="center">S</td>
 <td align="center">F</td>
@ -632,6 +616,22 @@ Longest: 1</p>
 <td align="center">coli</td>
 <td align="center">TRUE</td>
 </tr>
 <tr class="even">
 <td align="left">9</td>
 <td align="center">2010-02-04</td>
 <td align="center">B3</td>
 <td align="center">Hospital B</td>
 <td align="center">B_ESCHR_COLI</td>
 <td align="center">R</td>
 <td align="center">R</td>
 <td align="center">R</td>
 <td align="center">S</td>
 <td align="center">M</td>
 <td align="center">Gram-negative</td>
 <td align="center">Escherichia</td>
 <td align="center">coli</td>
 <td align="center">TRUE</td>
 </tr>
 </tbody>
 </table>
 <p>Time for the analysis!</p>
@ -653,8 +653,8 @@ Longest: 1</p>
 <code class="sourceCode R"><span><span class="va">data_1st</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span> <span class="fu"><a href="https://rdrr.io/pkg/cleaner/man/freq.html" class="external-link">freq</a></span><span class="op">(</span><span class="va">genus</span>, <span class="va">species</span><span class="op">)</span></span></code></pre></div>
 <p><strong>Frequency table</strong></p>
 <p>Class: character<br>
-Length: 10,620<br>
+Length: 10,684<br>
-Available: 10,620 (100.0%, NA: 0 = 0.0%)<br>
+Available: 10,684 (100.0%, NA: 0 = 0.0%)<br>
 Unique: 4</p>
 <p>Shortest: 16<br>
 Longest: 24</p>
@ -671,33 +671,33 @@ Longest: 24</p>
 <tr class="odd">
 <td align="left">1</td>
 <td align="left">Escherichia coli</td>
-<td align="right">4,630</td>
+<td align="right">4,678</td>
-<td align="right">43.60%</td>
+<td align="right">43.79%</td>
-<td align="right">4,630</td>
+<td align="right">4,678</td>
-<td align="right">43.60%</td>
+<td align="right">43.79%</td>
 </tr>
 <tr class="even">
 <td align="left">2</td>
 <td align="left">Staphylococcus aureus</td>
-<td align="right">2,705</td>
+<td align="right">2,715</td>
-<td align="right">25.47%</td>
+<td align="right">25.41%</td>
-<td align="right">7,335</td>
+<td align="right">7,393</td>
-<td align="right">69.07%</td>
+<td align="right">69.20%</td>
 </tr>
 <tr class="odd">
 <td align="left">3</td>
 <td align="left">Streptococcus pneumoniae</td>
-<td align="right">2,115</td>
+<td align="right">2,108</td>
-<td align="right">19.92%</td>
+<td align="right">19.73%</td>
-<td align="right">9,450</td>
+<td align="right">9,501</td>
-<td align="right">88.98%</td>
+<td align="right">88.93%</td>
 </tr>
 <tr class="even">
 <td align="left">4</td>
 <td align="left">Klebsiella pneumoniae</td>
-<td align="right">1,170</td>
+<td align="right">1,183</td>
-<td align="right">11.02%</td>
+<td align="right">11.07%</td>
-<td align="right">10,620</td>
+<td align="right">10,684</td>
 <td align="right">100.00%</td>
 </tr>
 </tbody>
@ -744,69 +744,54 @@ Longest: 24</p>
 </tr></thead>
 <tbody>
 <tr class="odd">
-<td align="center">2013-01-05</td>
+<td align="center">2016-12-01</td>
-<td align="center">B6</td>
+<td align="center">U5</td>
-<td align="center">Hospital B</td>
+<td align="center">Hospital D</td>
 <td align="center">B_ESCHR_COLI</td>
 <td align="center">S</td>
 <td align="center">S</td>
 <td align="center">S</td>
 <td align="center">R</td>
-<td align="center">M</td>
+<td align="center">R</td>
 <td align="center">F</td>
 <td align="center">Gram-negative</td>
 <td align="center">Escherichia</td>
 <td align="center">coli</td>
 <td align="center">TRUE</td>
 </tr>
 <tr class="even">
-<td align="center">2010-11-11</td>
+<td align="center">2012-09-03</td>
-<td align="center">D1</td>
+<td align="center">O8</td>
-<td align="center">Hospital B</td>
+<td align="center">Hospital D</td>
-<td align="center">B_STRPT_PNMN</td>
+<td align="center">B_ESCHR_COLI</td>
-<td align="center">S</td>
+<td align="center">R</td>
-<td align="center">S</td>
+<td align="center">R</td>
 <td align="center">S</td>
 <td align="center">R</td>
-<td align="center">M</td>
+<td align="center">F</td>
-<td align="center">Gram-positive</td>
+<td align="center">Gram-negative</td>
-<td align="center">Streptococcus</td>
+<td align="center">Escherichia</td>
-<td align="center">pneumoniae</td>
+<td align="center">coli</td>
 <td align="center">TRUE</td>
 </tr>
 <tr class="odd">
-<td align="center">2017-03-17</td>
+<td align="center">2015-04-26</td>
 <td align="center">C4</td>
 <td align="center">Hospital D</td>
 <td align="center">B_STRPT_PNMN</td>
 <td align="center">R</td>
 <td align="center">R</td>
 <td align="center">S</td>
 <td align="center">R</td>
 <td align="center">M</td>
 <td align="center">Gram-positive</td>
 <td align="center">Streptococcus</td>
 <td align="center">pneumoniae</td>
 <td align="center">TRUE</td>
 </tr>
 <tr class="even">
 <td align="center">2011-08-08</td>
 <td align="center">W2</td>
-<td align="center">Hospital D</td>
+<td align="center">Hospital B</td>
-<td align="center">B_STRPT_PNMN</td>
+<td align="center">B_ESCHR_COLI</td>
 <td align="center">S</td>
 <td align="center">S</td>
 <td align="center">S</td>
 <td align="center">R</td>
 <td align="center">F</td>
-<td align="center">Gram-positive</td>
+<td align="center">Gram-negative</td>
-<td align="center">Streptococcus</td>
+<td align="center">Escherichia</td>
-<td align="center">pneumoniae</td>
+<td align="center">coli</td>
 <td align="center">TRUE</td>
 </tr>
-<tr class="odd">
+<tr class="even">
-<td align="center">2017-12-12</td>
+<td align="center">2012-08-07</td>
-<td align="center">C9</td>
+<td align="center">I8</td>
-<td align="center">Hospital B</td>
+<td align="center">Hospital D</td>
 <td align="center">B_STRPT_PNMN</td>
 <td align="center">R</td>
 <td align="center">R</td>
@ -818,13 +803,13 @@ Longest: 24</p>
 <td align="center">pneumoniae</td>
 <td align="center">TRUE</td>
 </tr>
-<tr class="even">
+<tr class="odd">
-<td align="center">2013-06-02</td>
+<td align="center">2012-09-19</td>
-<td align="center">X9</td>
+<td align="center">Y3</td>
 <td align="center">Hospital A</td>
 <td align="center">B_ESCHR_COLI</td>
 <td align="center">R</td>
-<td align="center">I</td>
+<td align="center">R</td>
 <td align="center">S</td>
 <td align="center">R</td>
 <td align="center">F</td>
@ -833,6 +818,21 @@ Longest: 24</p>
 <td align="center">coli</td>
 <td align="center">TRUE</td>
 </tr>
 <tr class="even">
 <td align="center">2011-05-20</td>
 <td align="center">R9</td>
 <td align="center">Hospital D</td>
 <td align="center">B_KLBSL_PNMN</td>
 <td align="center">R</td>
 <td align="center">R</td>
 <td align="center">S</td>
 <td align="center">R</td>
 <td align="center">F</td>
 <td align="center">Gram-negative</td>
 <td align="center">Klebsiella</td>
 <td align="center">pneumoniae</td>
 <td align="center">TRUE</td>
 </tr>
 </tbody>
 </table>
 <p>If you want to get a quick glance of the number of isolates in different bug/drug combinations, you can use the <code><a href="../reference/bug_drug_combinations.html">bug_drug_combinations()</a></code> function:</p>
@ -854,50 +854,50 @@ Longest: 24</p>
 <tr class="odd">
 <td align="center">E. coli</td>
 <td align="center">AMX</td>
-<td align="center">2199</td>
+<td align="center">2191</td>
-<td align="center">136</td>
+<td align="center">130</td>
-<td align="center">2295</td>
+<td align="center">2357</td>
-<td align="center">4630</td>
+<td align="center">4678</td>
 </tr>
 <tr class="even">
 <td align="center">E. coli</td>
 <td align="center">AMC</td>
-<td align="center">3430</td>
+<td align="center">3377</td>
-<td align="center">164</td>
+<td align="center">187</td>
-<td align="center">1036</td>
+<td align="center">1114</td>
-<td align="center">4630</td>
+<td align="center">4678</td>
 </tr>
 <tr class="odd">
 <td align="center">E. coli</td>
 <td align="center">CIP</td>
-<td align="center">3392</td>
+<td align="center">3413</td>
 <td align="center">0</td>
-<td align="center">1238</td>
+<td align="center">1265</td>
-<td align="center">4630</td>
+<td align="center">4678</td>
 </tr>
 <tr class="even">
 <td align="center">E. coli</td>
 <td align="center">GEN</td>
-<td align="center">4003</td>
+<td align="center">4126</td>
 <td align="center">0</td>
-<td align="center">627</td>
+<td align="center">552</td>
-<td align="center">4630</td>
+<td align="center">4678</td>
 </tr>
 <tr class="odd">
 <td align="center">K. pneumoniae</td>
 <td align="center">AMX</td>
 <td align="center">0</td>
 <td align="center">0</td>
-<td align="center">1170</td>
+<td align="center">1183</td>
-<td align="center">1170</td>
+<td align="center">1183</td>
 </tr>
 <tr class="even">
 <td align="center">K. pneumoniae</td>
 <td align="center">AMC</td>
-<td align="center">919</td>
+<td align="center">940</td>
-<td align="center">53</td>
+<td align="center">40</td>
-<td align="center">198</td>
+<td align="center">203</td>
-<td align="center">1170</td>
+<td align="center">1183</td>
 </tr>
 </tbody>
 </table>
@ -920,34 +920,34 @@ Longest: 24</p>
 <tr class="odd">
 <td align="center">E. coli</td>
 <td align="center">GEN</td>
-<td align="center">4003</td>
+<td align="center">4126</td>
 <td align="center">0</td>
-<td align="center">627</td>
+<td align="center">552</td>
-<td align="center">4630</td>
+<td align="center">4678</td>
 </tr>
 <tr class="even">
 <td align="center">K. pneumoniae</td>
 <td align="center">GEN</td>
-<td align="center">1058</td>
+<td align="center">1071</td>
 <td align="center">0</td>
 <td align="center">112</td>
-<td align="center">1170</td>
+<td align="center">1183</td>
 </tr>
 <tr class="odd">
 <td align="center">S. aureus</td>
 <td align="center">GEN</td>
-<td align="center">2411</td>
+<td align="center">2406</td>
 <td align="center">0</td>
-<td align="center">294</td>
+<td align="center">309</td>
-<td align="center">2705</td>
+<td align="center">2715</td>
 </tr>
 <tr class="even">
 <td align="center">S. pneumoniae</td>
 <td align="center">GEN</td>
 <td align="center">0</td>
 <td align="center">0</td>
-<td align="center">2115</td>
+<td align="center">2108</td>
-<td align="center">2115</td>
+<td align="center">2108</td>
 </tr>
 </tbody>
 </table>
@ -961,7 +961,7 @@ Longest: 24</p>
 <p>As per the EUCAST guideline of 2019, we calculate resistance as the proportion of R (<code><a href="../reference/proportion.html">proportion_R()</a></code>, equal to <code><a href="../reference/proportion.html">resistance()</a></code>) and susceptibility as the proportion of S and I (<code><a href="../reference/proportion.html">proportion_SI()</a></code>, equal to <code><a href="../reference/proportion.html">susceptibility()</a></code>). These functions can be used on their own:</p>
 <div class="sourceCode" id="cb26"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="va">data_1st</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span> <span class="fu"><a href="../reference/proportion.html">resistance</a></span><span class="op">(</span><span class="va">AMX</span><span class="op">)</span></span>
-<span><span class="co"># [1] 0.5410546</span></span></code></pre></div>
+<span><span class="co"># [1] 0.5446462</span></span></code></pre></div>
 <p>Or can be used in conjunction with <code><a href="https://dplyr.tidyverse.org/reference/group_by.html" class="external-link">group_by()</a></code> and <code><a href="https://dplyr.tidyverse.org/reference/summarise.html" class="external-link">summarise()</a></code>, both from the <code>dplyr</code> package:</p>
 <div class="sourceCode" id="cb27"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="va">data_1st</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span></span>
@ -975,19 +975,19 @@ Longest: 24</p>
 <tbody>
 <tr class="odd">
 <td align="center">Hospital A</td>
-<td align="center">0.5427928</td>
+<td align="center">0.5423889</td>
 </tr>
 <tr class="even">
 <td align="center">Hospital B</td>
-<td align="center">0.5446957</td>
+<td align="center">0.5451578</td>
 </tr>
 <tr class="odd">
 <td align="center">Hospital C</td>
-<td align="center">0.5358423</td>
+<td align="center">0.5370259</td>
 </tr>
 <tr class="even">
 <td align="center">Hospital D</td>
-<td align="center">0.5362524</td>
+<td align="center">0.5528979</td>
 </tr>
 </tbody>
 </table>
@ -1008,23 +1008,23 @@ Longest: 24</p>
 <tbody>
 <tr class="odd">
 <td align="center">Hospital A</td>
-<td align="center">0.5427928</td>
+<td align="center">0.5423889</td>
-<td align="center">3108</td>
+<td align="center">3173</td>
 </tr>
 <tr class="even">
 <td align="center">Hospital B</td>
-<td align="center">0.5446957</td>
+<td align="center">0.5451578</td>
-<td align="center">3714</td>
+<td align="center">3676</td>
 </tr>
 <tr class="odd">
 <td align="center">Hospital C</td>
-<td align="center">0.5358423</td>
+<td align="center">0.5370259</td>
-<td align="center">1674</td>
+<td align="center">1661</td>
 </tr>
 <tr class="even">
 <td align="center">Hospital D</td>
-<td align="center">0.5362524</td>
+<td align="center">0.5528979</td>
-<td align="center">2124</td>
+<td align="center">2174</td>
 </tr>
 </tbody>
 </table>
@ -1047,27 +1047,27 @@ Longest: 24</p>
 <tbody>
 <tr class="odd">
 <td align="center">Escherichia</td>
-<td align="center">0.7762419</td>
+<td align="center">0.7618640</td>
-<td align="center">0.8645788</td>
+<td align="center">0.8820009</td>
-<td align="center">0.9792657</td>
+<td align="center">0.9764857</td>
 </tr>
 <tr class="even">
 <td align="center">Klebsiella</td>
-<td align="center">0.8307692</td>
+<td align="center">0.8284024</td>
-<td align="center">0.9042735</td>
+<td align="center">0.9053254</td>
-<td align="center">0.9854701</td>
+<td align="center">0.9788673</td>
 </tr>
 <tr class="odd">
 <td align="center">Staphylococcus</td>
-<td align="center">0.7940850</td>
+<td align="center">0.7893186</td>
-<td align="center">0.8913124</td>
+<td align="center">0.8861878</td>
-<td align="center">0.9818854</td>
+<td align="center">0.9804788</td>
 </tr>
 <tr class="even">
 <td align="center">Streptococcus</td>
-<td align="center">0.5390071</td>
+<td align="center">0.5398482</td>
 <td align="center">0.0000000</td>
-<td align="center">0.5390071</td>
+<td align="center">0.5398482</td>
 </tr>
 </tbody>
 </table>
@ -1092,23 +1092,23 @@ Longest: 24</p>
 <tbody>
 <tr class="odd">
 <td align="left">Hospital A</td>
-<td align="right">54.3%</td>
+<td align="right">54.2%</td>
-<td align="right">26.1%</td>
+<td align="right">27.7%</td>
 </tr>
 <tr class="even">
 <td align="left">Hospital B</td>
 <td align="right">54.5%</td>
-<td align="right">26.4%</td>
+<td align="right">25.9%</td>
 </tr>
 <tr class="odd">
 <td align="left">Hospital C</td>
-<td align="right">53.6%</td>
+<td align="right">53.7%</td>
-<td align="right">25.1%</td>
+<td align="right">27.5%</td>
 </tr>
 <tr class="even">
 <td align="left">Hospital D</td>
-<td align="right">53.6%</td>
+<td align="right">55.3%</td>
-<td align="right">26.0%</td>
+<td align="right">26.3%</td>
 </tr>
 </tbody>
 </table>
@ -1206,18 +1206,18 @@ Longest: 24</p>
 <code class="sourceCode R"><span><span class="va">mic_values</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/random.html">random_mic</a></span><span class="op">(</span>size <span class="op">=</span> <span class="fl">100</span><span class="op">)</span></span>
 <span><span class="va">mic_values</span></span>
 <span><span class="co"># Class &lt;mic&gt;</span></span>
-<span><span class="co">#   [1] 0.005   2       1       0.0625  128     0.5     1       &gt;=256   64     </span></span>
+<span><span class="co">#   [1] 8       32      0.125   4       0.0625  32      0.5     0.01    8      </span></span>
-<span><span class="co">#  [10] 0.5     32      16      0.002   0.01    0.025   32      &gt;=256   2      </span></span>
+<span><span class="co">#  [10] 0.01    8       1       2       16      0.002   0.25    128     128    </span></span>
-<span><span class="co">#  [19] &lt;=0.001 0.01    2       0.25    0.5     0.5     32      0.005   0.5    </span></span>
+<span><span class="co">#  [19] 256     0.125   &lt;=0.001 0.125   &lt;=0.001 0.125   32      128     16     </span></span>
-<span><span class="co">#  [28] 0.125   2       1       0.025   128     0.125   0.002   0.125   16     </span></span>
+<span><span class="co">#  [28] 8       0.125   &lt;=0.001 128     0.005   0.5     1       2       0.25   </span></span>
-<span><span class="co">#  [37] &lt;=0.001 2       0.0625  8       1       0.125   0.002   &gt;=256   0.0625 </span></span>
+<span><span class="co">#  [37] 0.125   0.5     4       0.005   0.5     16      0.002   0.0625  2      </span></span>
-<span><span class="co">#  [46] 4       16      4       0.005   0.0625  4       0.002   0.0625  16     </span></span>
+<span><span class="co">#  [46] 0.01    256     &lt;=0.001 64      16      1       2       64      4      </span></span>
-<span><span class="co">#  [55] 2       4       1       0.5     16      0.5     64      128     0.005  </span></span>
+<span><span class="co">#  [55] 0.0625  128     0.002   0.25    8       1       0.005   0.5     16     </span></span>
-<span><span class="co">#  [64] 128     0.125   0.01    2       0.25    0.5     &lt;=0.001 16      32     </span></span>
+<span><span class="co">#  [64] 16      0.25    4       32      2       0.005   32      0.5     0.01   </span></span>
-<span><span class="co">#  [73] 2       8       &gt;=256   64      2       0.002   0.002   32      4      </span></span>
+<span><span class="co">#  [73] 0.01    4       256     256     &lt;=0.001 0.25    32      8       0.01   </span></span>
-<span><span class="co">#  [82] 0.005   64      32      32      128     0.002   0.002   0.025   &gt;=256  </span></span>
+<span><span class="co">#  [82] 0.0625  0.01    0.5     0.25    &lt;=0.001 64      1       0.5     16     </span></span>
-<span><span class="co">#  [91] 4       4       0.5     0.002   0.25    0.5     32      0.002   4      </span></span>
+<span><span class="co">#  [91] 0.0625  256     4       4       2       2       0.0625  0.125   0.5    </span></span>
-<span><span class="co"># [100] 8</span></span></code></pre></div>
+<span><span class="co"># [100] 4</span></span></code></pre></div>
 <div class="sourceCode" id="cb37"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="co"># base R:</span></span>
 <span><span class="fu"><a href="../reference/plot.html">plot</a></span><span class="op">(</span><span class="va">mic_values</span><span class="op">)</span></span></code></pre></div>
@ -1244,10 +1244,10 @@ Longest: 24</p>
 <code class="sourceCode R"><span><span class="va">disk_values</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/random.html">random_disk</a></span><span class="op">(</span>size <span class="op">=</span> <span class="fl">100</span>, mo <span class="op">=</span> <span class="st">"E. coli"</span>, ab <span class="op">=</span> <span class="st">"cipro"</span><span class="op">)</span></span>
 <span><span class="va">disk_values</span></span>
 <span><span class="co"># Class &lt;disk&gt;</span></span>
-<span><span class="co">#   [1] 19 23 20 29 19 24 18 31 30 31 19 19 28 25 19 20 27 20 20 30 22 30 25 27 24</span></span>
+<span><span class="co">#   [1] 29 24 25 24 31 25 20 22 25 17 19 29 29 27 31 21 23 23 29 17 25 21 25 29 31</span></span>
-<span><span class="co">#  [26] 23 29 17 19 23 29 24 26 24 28 17 24 23 22 19 31 26 25 19 23 21 24 28 20 20</span></span>
+<span><span class="co">#  [26] 20 23 23 20 24 27 22 18 30 21 22 21 28 27 19 24 22 19 30 29 20 17 19 25 19</span></span>
-<span><span class="co">#  [51] 26 27 30 27 18 28 27 17 24 31 27 28 24 23 31 26 17 30 24 23 22 24 29 31 30</span></span>
+<span><span class="co">#  [51] 19 24 26 21 21 27 24 22 21 30 31 29 25 19 24 25 24 25 20 26 28 20 20 19 27</span></span>
-<span><span class="co">#  [76] 31 19 18 29 27 28 18 17 30 31 25 24 19 31 27 18 24 20 26 19 17 31 27 29 31</span></span></code></pre></div>
+<span><span class="co">#  [76] 22 22 24 31 24 22 28 22 22 23 26 17 28 18 28 23 22 26 26 21 25 31 22 31 31</span></span></code></pre></div>
 <div class="sourceCode" id="cb43"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="co"># base R:</span></span>
 <span><span class="fu"><a href="../reference/plot.html">plot</a></span><span class="op">(</span><span class="va">disk_values</span>, mo <span class="op">=</span> <span class="st">"E. coli"</span>, ab <span class="op">=</span> <span class="st">"cipro"</span><span class="op">)</span></span></code></pre></div>
--- a/articles/AMR_files/figure-html/disk_plots-1.png
+++ b/articles/AMR_files/figure-html/disk_plots-1.png
--- a/articles/AMR_files/figure-html/disk_plots_mo_ab-1.png
+++ b/articles/AMR_files/figure-html/disk_plots_mo_ab-1.png
--- a/articles/AMR_files/figure-html/mic_plots-1.png
+++ b/articles/AMR_files/figure-html/mic_plots-1.png
--- a/articles/AMR_files/figure-html/mic_plots-2.png
+++ b/articles/AMR_files/figure-html/mic_plots-2.png
--- a/articles/AMR_files/figure-html/mic_plots_mo_ab-1.png
+++ b/articles/AMR_files/figure-html/mic_plots_mo_ab-1.png
--- a/articles/AMR_files/figure-html/mic_plots_mo_ab-2.png
+++ b/articles/AMR_files/figure-html/mic_plots_mo_ab-2.png
--- a/articles/AMR_files/figure-html/plot
+++ b/articles/AMR_files/figure-html/plot
--- a/articles/AMR_files/figure-html/plot
+++ b/articles/AMR_files/figure-html/plot
--- a/articles/AMR_files/figure-html/plot
+++ b/articles/AMR_files/figure-html/plot
--- a/articles/AMR_files/figure-html/plot
+++ b/articles/AMR_files/figure-html/plot
--- a/articles/EUCAST.html
+++ b/articles/EUCAST.html
@ -38,7 +38,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/articles/MDR.html
+++ b/articles/MDR.html
@ -38,7 +38,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</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">
@ -314,19 +314,19 @@ Unique: 2</p>
 <div class="sourceCode" id="cb8"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/head.html" class="external-link">head</a></span><span class="op">(</span><span class="va">my_TB_data</span><span class="op">)</span></span>
 <span><span class="co">#   rifampicin isoniazid gatifloxacin ethambutol pyrazinamide moxifloxacin</span></span>
-<span><span class="co"># 1          I         S            R          I            R            I</span></span>
+<span><span class="co"># 1          S         I            I          R            S            R</span></span>
-<span><span class="co"># 2          S         S            S          I            R            S</span></span>
+<span><span class="co"># 2          R         S            S          R            S            I</span></span>
-<span><span class="co"># 3          S         S            I          R            I            I</span></span>
+<span><span class="co"># 3          I         I            R          R            S            R</span></span>
-<span><span class="co"># 4          I         I            R          R            R            S</span></span>
+<span><span class="co"># 4          S         I            R          I            I            I</span></span>
-<span><span class="co"># 5          S         S            R          I            I            R</span></span>
+<span><span class="co"># 5          R         R            I          I            R            I</span></span>
-<span><span class="co"># 6          S         S            R          I            S            R</span></span>
+<span><span class="co"># 6          R         R            R          I            S            S</span></span>
 <span><span class="co">#   kanamycin</span></span>
 <span><span class="co"># 1         S</span></span>
-<span><span class="co"># 2         I</span></span>
+<span><span class="co"># 2         S</span></span>
-<span><span class="co"># 3         R</span></span>
+<span><span class="co"># 3         I</span></span>
 <span><span class="co"># 4         R</span></span>
-<span><span class="co"># 5         S</span></span>
+<span><span class="co"># 5         I</span></span>
-<span><span class="co"># 6         S</span></span></code></pre></div>
+<span><span class="co"># 6         I</span></span></code></pre></div>
 <p>We can now add the interpretation of MDR-TB to our data set. You can use:</p>
 <div class="sourceCode" id="cb9"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="fu"><a href="../reference/mdro.html">mdro</a></span><span class="op">(</span><span class="va">my_TB_data</span>, guideline <span class="op">=</span> <span class="st">"TB"</span><span class="op">)</span></span></code></pre></div>
@ -357,40 +357,40 @@ Unique: 5</p>
 <tr class="odd">
 <td align="left">1</td>
 <td align="left">Mono-resistant</td>
-<td align="right">3206</td>
+<td align="right">3261</td>
-<td align="right">64.12%</td>
+<td align="right">65.22%</td>
-<td align="right">3206</td>
+<td align="right">3261</td>
-<td align="right">64.12%</td>
+<td align="right">65.22%</td>
 </tr>
 <tr class="even">
 <td align="left">2</td>
 <td align="left">Negative</td>
-<td align="right">996</td>
+<td align="right">959</td>
-<td align="right">19.92%</td>
+<td align="right">19.18%</td>
-<td align="right">4202</td>
+<td align="right">4220</td>
-<td align="right">84.04%</td>
+<td align="right">84.40%</td>
 </tr>
 <tr class="odd">
 <td align="left">3</td>
 <td align="left">Multi-drug-resistant</td>
-<td align="right">441</td>
+<td align="right">452</td>
-<td align="right">8.82%</td>
+<td align="right">9.04%</td>
-<td align="right">4643</td>
+<td align="right">4672</td>
-<td align="right">92.86%</td>
+<td align="right">93.44%</td>
 </tr>
 <tr class="even">
 <td align="left">4</td>
 <td align="left">Poly-resistant</td>
-<td align="right">256</td>
+<td align="right">228</td>
-<td align="right">5.12%</td>
+<td align="right">4.56%</td>
-<td align="right">4899</td>
+<td align="right">4900</td>
-<td align="right">97.98%</td>
+<td align="right">98.00%</td>
 </tr>
 <tr class="odd">
 <td align="left">5</td>
 <td align="left">Extensively drug-resistant</td>
-<td align="right">101</td>
+<td align="right">100</td>
-<td align="right">2.02%</td>
+<td align="right">2.00%</td>
 <td align="right">5000</td>
 <td align="right">100.00%</td>
 </tr>
--- a/articles/PCA.html
+++ b/articles/PCA.html
@ -38,7 +38,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/articles/SPSS.html
+++ b/articles/SPSS.html
@ -38,7 +38,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</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">
@ -162,7 +162,7 @@
      <img src="../logo.svg" class="logo" alt=""><h1>How to import data from SPSS / SAS / Stata</h1>
                        <h4 data-toc-skip class="author">Dr. Matthijs Berends</h4>
-            <h4 data-toc-skip class="date">10 October 2022</h4>
+            <h4 data-toc-skip class="date">11 October 2022</h4>
      <small class="dont-index">Source: <a href="https://github.com/msberends/AMR/blob/HEAD/vignettes/SPSS.Rmd" class="external-link"><code>vignettes/SPSS.Rmd</code></a></small>
      <div class="d-none name"><code>SPSS.Rmd</code></div>
--- a/articles/WHONET.html
+++ b/articles/WHONET.html
@ -38,7 +38,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/articles/datasets.html
+++ b/articles/datasets.html
@ -38,7 +38,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</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">
@ -161,7 +161,7 @@
  <main id="main" class="col-md-9"><div class="page-header">
      <img src="../logo.svg" class="logo" alt=""><h1>Data sets for download / own use</h1>
-            <h4 data-toc-skip class="date">10 October 2022</h4>
+            <h4 data-toc-skip class="date">11 October 2022</h4>
      <small class="dont-index">Source: <a href="https://github.com/msberends/AMR/blob/HEAD/vignettes/datasets.Rmd" class="external-link"><code>vignettes/datasets.Rmd</code></a></small>
      <div class="d-none name"><code>datasets.Rmd</code></div>
@ -177,7 +177,7 @@
 </h2>
 <p>A data set with 48,787 rows and 22 columns, containing the following column names:<br><em>mo</em>, <em>fullname</em>, <em>status</em>, <em>kingdom</em>, <em>phylum</em>, <em>class</em>, <em>order</em>, <em>family</em>, <em>genus</em>, <em>species</em>, <em>subspecies</em>, <em>rank</em>, <em>ref</em>, <em>source</em>, <em>lpsn</em>, <em>lpsn_parent</em>, <em>lpsn_renamed_to</em>, <em>gbif</em>, <em>gbif_parent</em>, <em>gbif_renamed_to</em>, <em>prevalence</em> and <em>snomed</em>.</p>
 <p>This data set is in R available as <code>microorganisms</code>, after you load the <code>AMR</code> package.</p>
-<p>It was last updated on 10 October 2022 19:40:20 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/microorganisms.html">here</a>.</p>
+<p>It was last updated on 11 October 2022 08:55:02 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/microorganisms.html">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/../data-raw/microorganisms.rds" class="external-link">original R Data Structure (RDS) file</a> (1.1 MB)<br>
@ -449,7 +449,7 @@
 </h2>
 <p>A data set with 464 rows and 14 columns, containing the following column names:<br><em>ab</em>, <em>cid</em>, <em>name</em>, <em>group</em>, <em>atc</em>, <em>atc_group1</em>, <em>atc_group2</em>, <em>abbreviations</em>, <em>synonyms</em>, <em>oral_ddd</em>, <em>oral_units</em>, <em>iv_ddd</em>, <em>iv_units</em> and <em>loinc</em>.</p>
 <p>This data set is in R available as <code>antibiotics</code>, after you load the <code>AMR</code> package.</p>
-<p>It was last updated on 10 October 2022 19:40:20 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/antibiotics.html">here</a>.</p>
+<p>It was last updated on 11 October 2022 08:55:02 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/antibiotics.html">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/../data-raw/antibiotics.rds" class="external-link">original R Data Structure (RDS) file</a> (36 kB)<br>
@ -622,7 +622,7 @@
 </h2>
 <p>A data set with 102 rows and 9 columns, containing the following column names:<br><em>atc</em>, <em>cid</em>, <em>name</em>, <em>atc_group</em>, <em>synonyms</em>, <em>oral_ddd</em>, <em>oral_units</em>, <em>iv_ddd</em> and <em>iv_units</em>.</p>
 <p>This data set is in R available as <code>antivirals</code>, after you load the <code>AMR</code> package.</p>
-<p>It was last updated on 10 October 2022 19:40:20 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/antibiotics.html">here</a>.</p>
+<p>It was last updated on 11 October 2022 08:55:02 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/antibiotics.html">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/../data-raw/antivirals.rds" class="external-link">original R Data Structure (RDS) file</a> (4 kB)<br>
@ -754,7 +754,7 @@
 </h2>
 <p>A data set with 20,369 rows and 11 columns, containing the following column names:<br><em>guideline</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> and <em>uti</em>.</p>
 <p>This data set is in R available as <code>rsi_translation</code>, after you load the <code>AMR</code> package.</p>
-<p>It was last updated on 10 October 2022 19:40:20 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/rsi_translation.html">here</a>.</p>
+<p>It was last updated on 11 October 2022 08:55:02 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/rsi_translation.html">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/../data-raw/rsi_translation.rds" class="external-link">original R Data Structure (RDS) file</a> (49 kB)<br>
@ -913,7 +913,7 @@
 </h2>
 <p>A data set with 134,659 rows and 2 columns, containing the following column names:<br><em>mo</em> and <em>ab</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 10 October 2022 19:40:20 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/intrinsic_resistant.html">here</a>.</p>
+<p>It was last updated on 11 October 2022 08:55:02 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/intrinsic_resistant.html">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/../data-raw/intrinsic_resistant.rds" class="external-link">original R Data Structure (RDS) file</a> (78 kB)<br>
@ -1185,7 +1185,7 @@
 </h2>
 <p>A data set with 169 rows and 9 columns, containing the following column names:<br><em>ab</em>, <em>name</em>, <em>type</em>, <em>dose</em>, <em>dose_times</em>, <em>administration</em>, <em>notes</em>, <em>original_txt</em> and <em>eucast_version</em>.</p>
 <p>This data set is in R available as <code>dosage</code>, after you load the <code>AMR</code> package.</p>
-<p>It was last updated on 10 October 2022 19:40:20 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/dosage.html">here</a>.</p>
+<p>It was last updated on 11 October 2022 08:55:02 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/dosage.html">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/../data-raw/dosage.rds" class="external-link">original R Data Structure (RDS) file</a> (3 kB)<br>
@ -1302,7 +1302,7 @@
 </h2>
 <p>A data set with 2,000 rows and 46 columns, containing the following column names:<br><em>date</em>, <em>patient</em>, <em>age</em>, <em>gender</em>, <em>ward</em>, <em>mo</em>, <em>PEN</em>, <em>OXA</em>, <em>FLC</em>, <em>AMX</em>, <em>AMC</em>, <em>AMP</em>, <em>TZP</em>, <em>CZO</em>, <em>FEP</em>, <em>CXM</em>, <em>FOX</em>, <em>CTX</em>, <em>CAZ</em>, <em>CRO</em>, <em>GEN</em>, <em>TOB</em>, <em>AMK</em>, <em>KAN</em>, <em>TMP</em>, <em>SXT</em>, <em>NIT</em>, <em>FOS</em>, <em>LNZ</em>, <em>CIP</em>, <em>MFX</em>, <em>VAN</em>, <em>TEC</em>, <em>TCY</em>, <em>TGC</em>, <em>DOX</em>, <em>ERY</em>, <em>CLI</em>, <em>AZM</em>, <em>IPM</em>, <em>MEM</em>, <em>MTR</em>, <em>CHL</em>, <em>COL</em>, <em>MUP</em> and <em>RIF</em>.</p>
 <p>This data set is in R available as <code>example_isolates</code>, after you load the <code>AMR</code> package.</p>
-<p>It was last updated on 10 October 2022 19:40:20 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/example_isolates.html">here</a>.</p>
+<p>It was last updated on 11 October 2022 08:55:02 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/example_isolates.html">here</a>.</p>
 <div class="section level3">
 <h3 id="source-6">Source<a class="anchor" aria-label="anchor" href="#source-6"></a>
 </h3>
@ -1707,7 +1707,7 @@
 </h2>
 <p>A data set with 3,000 rows and 8 columns, containing the following column names:<br><em>patient_id</em>, <em>hospital</em>, <em>date</em>, <em>bacteria</em>, <em>AMX</em>, <em>AMC</em>, <em>CIP</em> and <em>GEN</em>.</p>
 <p>This data set is in R available as <code>example_isolates_unclean</code>, after you load the <code>AMR</code> package.</p>
-<p>It was last updated on 10 October 2022 19:40:20 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/example_isolates_unclean.html">here</a>.</p>
+<p>It was last updated on 11 October 2022 08:55:02 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/example_isolates_unclean.html">here</a>.</p>
 <div class="section level3">
 <h3 id="source-7">Source<a class="anchor" aria-label="anchor" href="#source-7"></a>
 </h3>
--- a/articles/index.html
+++ b/articles/index.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/articles/resistance_predict.html
+++ b/articles/resistance_predict.html
@ -38,7 +38,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/articles/welcome_to_AMR.html
+++ b/articles/welcome_to_AMR.html
@ -38,7 +38,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/authors.html
+++ b/authors.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/index.html
+++ b/index.html
@ -42,7 +42,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/news/index.html
+++ b/news/index.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</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">
@ -127,10 +127,10 @@
    </div>
    <div class="section level2">
-<h2 class="pkg-version" data-toc-text="1.8.2.9013" id="amr-1829013">AMR 1.8.2.9013<a class="anchor" aria-label="anchor" href="#amr-1829013"></a></h2>
+<h2 class="pkg-version" data-toc-text="1.8.2.9014" id="amr-1829014">AMR 1.8.2.9014<a class="anchor" aria-label="anchor" href="#amr-1829014"></a></h2>
 <p>This version will eventually become v2.0! We’re happy to reach a new major milestone soon!</p>
 <div class="section level4">
-<h4 id="breaking-1-8-2-9013">Breaking<a class="anchor" aria-label="anchor" href="#breaking-1-8-2-9013"></a></h4>
+<h4 id="breaking-1-8-2-9014">Breaking<a class="anchor" aria-label="anchor" href="#breaking-1-8-2-9014"></a></h4>
 <ul><li>Removed all species of the taxonomic kingdom Chromista from the package. This was done for multiple reasons:<ul><li>CRAN allows packages to be around 5 MB maximum, some packages are exempted but this package is not one of them</li>
 <li>Chromista are not relevant when it comes to antimicrobial resistance, thus lacking the primary scope of this package</li>
 <li>Chromista are almost never clinically relevant, thus lacking the secondary scope of this package</li>
@ -140,7 +140,7 @@
 <li>The <code><a href="../reference/mo_matching_score.html">mo_matching_score()</a></code> now count deletions and substitutions as 2 instead of 1, which impacts the outcome of <code><a href="../reference/as.mo.html">as.mo()</a></code> and any <code>mo_*()</code> function</li>
 </ul></div>
 <div class="section level4">
-<h4 id="new-1-8-2-9013">New<a class="anchor" aria-label="anchor" href="#new-1-8-2-9013"></a></h4>
+<h4 id="new-1-8-2-9014">New<a class="anchor" aria-label="anchor" href="#new-1-8-2-9014"></a></h4>
 <ul><li>EUCAST 2022 and CLSI 2022 guidelines have been added for <code><a href="../reference/as.rsi.html">as.rsi()</a></code>. EUCAST 2022 is now the new default guideline for all MIC and disks diffusion interpretations.</li>
 <li>All new algorithm for <code><a href="../reference/as.mo.html">as.mo()</a></code> (and thus internally all <code>mo_*()</code> functions) while still following our original set-up as described in our paper (DOI 10.18637/jss.v104.i03).<ul><li>A new argument <code>keep_synonyms</code> allows to <em>not</em> correct for updated taxonomy, in favour of the now deleted argument <code>allow_uncertain</code>
 </li>
@ -157,7 +157,7 @@
 <li>Our data sets are now also continually exported to Apache Feather and Apache Parquet formats. You can find more info <a href="https://msberends.github.io/AMR/articles/datasets.html">in this article on our website</a>.</li>
 </ul></div>
 <div class="section level4">
-<h4 id="changed-1-8-2-9013">Changed<a class="anchor" aria-label="anchor" href="#changed-1-8-2-9013"></a></h4>
+<h4 id="changed-1-8-2-9014">Changed<a class="anchor" aria-label="anchor" href="#changed-1-8-2-9014"></a></h4>
 <ul><li>Fix for using <code><a href="../reference/as.rsi.html">as.rsi()</a></code> on certain EUCAST breakpoints for MIC values</li>
 <li>Fix for using <code><a href="../reference/as.rsi.html">as.rsi()</a></code> on <code>NA</code> values (e.g. <code>as.rsi(as.disk(NA), ...)</code>)</li>
 <li>Removed <code><a href="https://rdrr.io/r/base/integer.html" class="external-link">as.integer()</a></code> for MIC values, since MIC are not integer values and running <code><a href="https://rdrr.io/r/base/table.html" class="external-link">table()</a></code> on MIC values consequently failed for not being able to retrieve the level position (as that’s how normally <code><a href="https://rdrr.io/r/base/integer.html" class="external-link">as.integer()</a></code> on <code>factor</code>s work)</li>
@ -183,7 +183,7 @@
 <li>Fix for using <code><a href="../reference/as.ab.html">as.ab()</a></code> on <code>NA</code> values</li>
 </ul></div>
 <div class="section level4">
-<h4 id="other-1-8-2-9013">Other<a class="anchor" aria-label="anchor" href="#other-1-8-2-9013"></a></h4>
+<h4 id="other-1-8-2-9014">Other<a class="anchor" aria-label="anchor" href="#other-1-8-2-9014"></a></h4>
 <ul><li>New website to make use of the new Bootstrap 5 and pkgdown 2.0. The website now contains results for all examples and will be automatically regenerated with every change to our repository, using GitHub Actions</li>
 <li>Added Peter Dutey-Magni, Dmytro Mykhailenko and Anton Mymrikov as contributors, to thank them for their valuable input</li>
 <li>All R and Rmd files in this project are now styled using the <code>styler</code> package</li>
--- a/pkgdown.yml
+++ b/pkgdown.yml
@ -11,7 +11,7 @@ articles:
  datasets: datasets.html
  resistance_predict: resistance_predict.html
  welcome_to_AMR: welcome_to_AMR.html
-last_built: 2022-10-10T19:43Z
+last_built: 2022-10-11T08:57Z
 urls:
  reference: https://msberends.github.io/AMR/reference
  article: https://msberends.github.io/AMR/articles
--- a/reference/AMR-deprecated.html
+++ b/reference/AMR-deprecated.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/AMR.html
+++ b/reference/AMR.html
@ -62,7 +62,7 @@ Principal component analysis for 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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/Rplot005.png
+++ b/reference/Rplot005.png
--- a/reference/Rplot006.png
+++ b/reference/Rplot006.png
--- a/reference/Rplot007.png
+++ b/reference/Rplot007.png
--- a/reference/Rplot008.png
+++ b/reference/Rplot008.png
--- a/reference/Rplot009.png
+++ b/reference/Rplot009.png
--- a/reference/WHOCC.html
+++ b/reference/WHOCC.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/WHONET.html
+++ b/reference/WHONET.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/ab_from_text.html
+++ b/reference/ab_from_text.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/ab_property.html
+++ b/reference/ab_property.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/add_custom_antimicrobials.html
+++ b/reference/add_custom_antimicrobials.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</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 @@
 <span class="r-in"><span>             <span class="co"># 'antibiotics' data set, such as 'group':</span></span></span>
 <span class="r-in"><span>             group <span class="op">=</span> <span class="st">"Test Group"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> ℹ Added one record to internal `antibiotics` data set.</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> ℹ Added one record to the internal `antibiotics` data set.</span>
 <span class="r-in"><span></span></span>
 <span class="r-in"><span><span class="co"># "test" is now a new antibiotic:</span></span></span>
 <span class="r-in"><span><span class="fu"><a href="as.ab.html">as.ab</a></span><span class="op">(</span><span class="st">"test"</span><span class="op">)</span></span></span>
@ -235,6 +235,34 @@
 <span class="r-out co"><span class="r-pr">#&gt;</span> </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> </span>
 <span class="r-in"><span></span></span>
 <span class="r-in"><span></span></span>
 <span class="r-in"><span><span class="co"># Add Co-fluampicil, which is one of the many J01CR50 codes, see</span></span></span>
 <span class="r-in"><span><span class="co"># https://www.whocc.no/ddd/list_of_ddds_combined_products/</span></span></span>
 <span class="r-in"><span><span class="fu">add_custom_antimicrobials</span><span class="op">(</span></span></span>
 <span class="r-in"><span>  <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span>ab <span class="op">=</span> <span class="st">"COFLU"</span>,</span></span>
 <span class="r-in"><span>             name <span class="op">=</span> <span class="st">"Co-fluampicil"</span>,</span></span>
 <span class="r-in"><span>             atc <span class="op">=</span> <span class="st">"J01CR50"</span>,</span></span>
 <span class="r-in"><span>             group <span class="op">=</span> <span class="st">"Beta-lactams/penicillines"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="op">)</span></span></span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> ℹ Added one record to the internal `antibiotics` data set.</span>
 <span class="r-in"><span><span class="fu"><a href="ab_property.html">ab_atc</a></span><span class="op">(</span><span class="st">"Co-fluampicil"</span><span class="op">)</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> [1] "J01CR50"</span>
 <span class="r-in"><span><span class="fu"><a href="ab_property.html">ab_name</a></span><span class="op">(</span><span class="st">"J01CR50"</span><span class="op">)</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> [1] "Co-fluampicil"</span>
 <span class="r-in"><span></span></span>
 <span class="r-in"><span><span class="co"># even antibiotic selectors work</span></span></span>
 <span class="r-in"><span><span class="va">x</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span>random_column <span class="op">=</span> <span class="st">"test"</span>,</span></span>
 <span class="r-in"><span>               coflu <span class="op">=</span> <span class="fu"><a href="as.rsi.html">as.rsi</a></span><span class="op">(</span><span class="st">"S"</span><span class="op">)</span>,</span></span>
 <span class="r-in"><span>               ampicillin <span class="op">=</span> <span class="fu"><a href="as.rsi.html">as.rsi</a></span><span class="op">(</span><span class="st">"R"</span><span class="op">)</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">x</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   random_column coflu ampicillin</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 1          test     S          R</span>
 <span class="r-in"><span><span class="va">x</span><span class="op">[</span>, <span class="fu"><a href="antibiotic_class_selectors.html">betalactams</a></span><span class="op">(</span><span class="op">)</span><span class="op">]</span></span></span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> ℹ For `betalactams()` using columns 'coflu' (co-fluampicil) and</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span>   'ampicillin'</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   coflu ampicillin</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 1     S          R</span>
 </code></pre></div>
    </div>
  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
--- a/reference/age.html
+++ b/reference/age.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</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">
@ -190,16 +190,16 @@
 <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  1997-02-21  25  25.63288          2</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 1  1961-11-04  60  60.93425         38</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 2  1981-01-28  41  41.69863         18</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 2  1959-05-25  63  63.38082         40</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 3  1984-04-02  38  38.52329         15</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 3  1932-03-21  90  90.55890         67</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 4  1945-03-25  77  77.54521         54</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 4  1943-08-14  79  79.15890         56</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 5  1964-10-04  58  58.01644         35</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 5  1980-11-06  41  41.92877         19</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 6  1955-05-14  67  67.40822         44</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 6  1962-10-20  59  59.97534         37</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 7  1942-02-07  80  80.67123         57</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 7  1940-09-02  82  82.10685         59</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 8  1970-05-17  52  52.40000         29</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 8  1953-11-03  68  68.93699         46</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 9  1972-05-11  50  50.41644         27</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 9  1965-10-11  57  57.00000         34</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 10 1986-03-11  36  36.58356         13</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 10 1979-06-17  43  43.31781         20</span>
 </code></pre></div>
    </div>
  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
--- a/reference/age_groups.html
+++ b/reference/age_groups.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/antibiotic_class_selectors.html
+++ b/reference/antibiotic_class_selectors.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/antibiotics.html
+++ b/reference/antibiotics.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/as.ab.html
+++ b/reference/as.ab.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/as.disk.html
+++ b/reference/as.disk.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/as.mic.html
+++ b/reference/as.mic.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/as.mo.html
+++ b/reference/as.mo.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/as.rsi.html
+++ b/reference/as.rsi.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</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">
@ -484,16 +484,16 @@ A microorganism is categorised as <em>Susceptible, Increased exposure</em> when
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 50 × 13</span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>    datetime            index ab_input   ab_consid…¹ mo_in…² mo_conside…³ guide…⁴</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;ab&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;chr&gt;</span>  </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> 2022-10-10 <span style="color: #949494;">19:43:35</span>     1 ampicillin AMP         Strep … B_STRPT_PNMN EUCAST…</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> 2022-10-11 <span style="color: #949494;">08:57:29</span>     1 ampicillin AMP         Strep … B_STRPT_PNMN EUCAST…</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 2022-10-10 <span style="color: #949494;">19:43:35</span>     1 AMP        AMP         Escher… B_ESCHR_COLI EUCAST…</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 2022-10-11 <span style="color: #949494;">08:57:29</span>     1 AMP        AMP         Escher… B_ESCHR_COLI EUCAST…</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> 2022-10-10 <span style="color: #949494;">19:43:35</span>     1 CIP        CIP         Escher… B_ESCHR_COLI EUCAST…</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> 2022-10-11 <span style="color: #949494;">08:57:29</span>     1 CIP        CIP         Escher… B_ESCHR_COLI EUCAST…</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> 2022-10-10 <span style="color: #949494;">19:43:36</span>     1 GEN        GEN         Escher… B_ESCHR_COLI EUCAST…</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> 2022-10-11 <span style="color: #949494;">08:57:29</span>     1 GEN        GEN         Escher… B_ESCHR_COLI EUCAST…</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> 2022-10-10 <span style="color: #949494;">19:43:36</span>     1 TOB        TOB         Escher… B_ESCHR_COLI EUCAST…</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> 2022-10-11 <span style="color: #949494;">08:57:29</span>     1 TOB        TOB         Escher… B_ESCHR_COLI EUCAST…</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> 2022-10-10 <span style="color: #949494;">19:43:36</span>     1 AMX        AMX         B_STRP… B_STRPT_PNMN EUCAST…</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> 2022-10-11 <span style="color: #949494;">08:57:30</span>     1 AMX        AMX         B_STRP… B_STRPT_PNMN EUCAST…</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> 2022-10-10 <span style="color: #949494;">19:43:37</span>     1 AMX        AMX         B_STRP… B_STRPT_PNMN EUCAST…</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> 2022-10-11 <span style="color: #949494;">08:57:30</span>     1 AMX        AMX         B_STRP… B_STRPT_PNMN EUCAST…</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 2022-10-10 <span style="color: #949494;">19:43:37</span>     2 AMX        AMX         B_STRP… B_STRPT_PNMN EUCAST…</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 2022-10-11 <span style="color: #949494;">08:57:30</span>     2 AMX        AMX         B_STRP… B_STRPT_PNMN EUCAST…</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 2022-10-10 <span style="color: #949494;">19:43:37</span>     3 AMX        AMX         B_STRP… B_STRPT_PNMN EUCAST…</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 2022-10-11 <span style="color: #949494;">08:57:30</span>     3 AMX        AMX         B_STRP… B_STRPT_PNMN EUCAST…</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> 2022-10-10 <span style="color: #949494;">19:43:37</span>     4 AMX        AMX         B_STRP… B_STRPT_PNMN EUCAST…</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> 2022-10-11 <span style="color: #949494;">08:57:30</span>     4 AMX        AMX         B_STRP… B_STRPT_PNMN EUCAST…</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 40 more rows, 6 more variables: ref_table &lt;chr&gt;, method &lt;chr&gt;,</span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;">#   breakpoint_S &lt;dbl&gt;, breakpoint_R &lt;dbl&gt;, input &lt;dbl&gt;, interpretation &lt;rsi&gt;,</span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;">#   and abbreviated variable names ¹ab_considered, ²mo_input, ³mo_considered,</span></span>
--- a/reference/atc_online.html
+++ b/reference/atc_online.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/availability.html
+++ b/reference/availability.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/bug_drug_combinations.html
+++ b/reference/bug_drug_combinations.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/count.html
+++ b/reference/count.html
@ -12,7 +12,7 @@ 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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/custom_eucast_rules.html
+++ b/reference/custom_eucast_rules.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/dosage.html
+++ b/reference/dosage.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/eucast_rules.html
+++ b/reference/eucast_rules.html
@ -12,7 +12,7 @@ To improve the interpretation of the antibiogram before EUCAST rules are applied
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/example_isolates.html
+++ b/reference/example_isolates.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/example_isolates_unclean.html
+++ b/reference/example_isolates_unclean.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/first_isolate.html
+++ b/reference/first_isolate.html
@ -12,7 +12,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/g.test.html
+++ b/reference/g.test.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/get_episode.html
+++ b/reference/get_episode.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</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">
@ -177,39 +177,40 @@
 <span class="r-in"><span><span class="va">df</span> <span class="op">&lt;-</span> <span class="va">example_isolates</span><span class="op">[</span><span class="fu"><a href="https://rdrr.io/r/base/sample.html" class="external-link">sample</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/seq.html" class="external-link">seq_len</a></span><span class="op">(</span><span class="fl">2000</span><span class="op">)</span>, size <span class="op">=</span> <span class="fl">200</span><span class="op">)</span>, <span class="op">]</span></span></span>
 <span class="r-in"><span></span></span>
 <span class="r-in"><span><span class="fu">get_episode</span><span class="op">(</span><span class="va">df</span><span class="op">$</span><span class="va">date</span>, episode_days <span class="op">=</span> <span class="fl">60</span><span class="op">)</span> <span class="co"># indices</span></span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   [1] 48 59 29 38 17 25 17 65  4 35  7  6 23 10 54 12 27 58 52 44 11 61 29 42  8</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   [1] 47 52 21 26 19 32 19  8 51 55 23 43 55  7  6 20 57 21 45 24 53 34  5 16 15</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [26] 12 45 30 11 21 14 60 27 28 14 54 17 30 61 39  8 53 34 65  1  5 45 47 51 18</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [26] 11 39 26 10  3 13 23 41 29 18 60  4 57 37 63 38 42 15  7 13 60 32 14 50 24</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [51] 41 36 59 59 59 47  4 11  1 59 42  2 30 38 67 46 18 34  8 63 40  6 22 60 25</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [51] 10  1 21 52  1  9 27 49 43 40  4 26 43 56 16 28 19 36 20 13 59 54 51 43 64</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [76] 68 11 23 30 16 37 40 31 43 23 21 27 21 57 46 54 35 60 44  1 43 45  2 37 59</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [76] 52 57 49 46 61 29 13 38 55 16 60 15 26 30 57 21 14 44 28 22 61 56 19 28 25</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [101] 67 67 68 32 26  1 36 13 57 51 49 45 38 19 62  6 69 40  9 66 14 55 40 61  4</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [101] 51 34 37  5 37 31 16  2  6  2 55 46  5  6 23 55 10 61 13 20  1 16 58 64 30</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [126] 28 15 58 63 65 39 49 31 11 26 65 27 13 21 68 50 14  3  4 42 24 20 22 59 61</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [126] 43 26 10  1 30 21 62 12 14 10 55 16 64 46  6  8 53 48 57 43 35 33 27 52 56</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [151] 64 16 60 48 51 29  7 25 41 16 48 33 66 67 61 63 43 18 59  2 39 49 64 14 51</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [151] 57 56 33 32 13 20 26 11 24  6  8 61  5 25 37 42  7 19 58 32 28  9 17 63 62</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [176] 52 10 40  4 61  6 30  4 56 10 59 68 31 62 65 60  1 24 65 31  2 22 15  5 53</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [176] 58 22 18 39 34 34 64  5 42 63 24 52 13 43  3 24  1 34 56 20 62 14 16 32 56</span>
 <span class="r-in"><span><span class="fu">is_new_episode</span><span class="op">(</span><span class="va">df</span><span class="op">$</span><span class="va">date</span>, episode_days <span class="op">=</span> <span class="fl">60</span><span class="op">)</span> <span class="co"># TRUE/FALSE</span></span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   [1] FALSE FALSE  TRUE FALSE FALSE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   [1]  TRUE  TRUE  TRUE FALSE FALSE FALSE FALSE FALSE  TRUE FALSE FALSE FALSE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [13]  TRUE FALSE  TRUE  TRUE FALSE  TRUE  TRUE  TRUE FALSE FALSE FALSE FALSE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [13]  TRUE  TRUE FALSE FALSE FALSE FALSE  TRUE FALSE  TRUE FALSE FALSE FALSE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [25]  TRUE FALSE FALSE  TRUE FALSE  TRUE FALSE  TRUE  TRUE FALSE FALSE FALSE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [25] FALSE  TRUE FALSE FALSE FALSE  TRUE FALSE FALSE  TRUE FALSE FALSE FALSE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [37] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE  TRUE  TRUE FALSE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [37] FALSE  TRUE  TRUE FALSE FALSE  TRUE FALSE FALSE FALSE FALSE  TRUE FALSE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [49] FALSE  TRUE  TRUE FALSE FALSE FALSE FALSE  TRUE FALSE  TRUE FALSE  TRUE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [49]  TRUE FALSE  TRUE FALSE FALSE FALSE FALSE  TRUE FALSE  TRUE FALSE  TRUE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [61] FALSE  TRUE FALSE  TRUE FALSE FALSE FALSE  TRUE FALSE FALSE FALSE FALSE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [61]  TRUE  TRUE  TRUE FALSE FALSE FALSE FALSE  TRUE FALSE FALSE  TRUE  TRUE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [73]  TRUE FALSE FALSE FALSE FALSE FALSE FALSE  TRUE  TRUE FALSE FALSE FALSE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [73] FALSE FALSE FALSE FALSE FALSE FALSE  TRUE FALSE  TRUE  TRUE  TRUE FALSE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [85] FALSE FALSE FALSE FALSE FALSE  TRUE FALSE FALSE FALSE FALSE FALSE FALSE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [85] FALSE  TRUE  TRUE FALSE FALSE FALSE FALSE FALSE  TRUE FALSE  TRUE  TRUE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [97] FALSE FALSE FALSE FALSE FALSE  TRUE FALSE  TRUE FALSE  TRUE  TRUE  TRUE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [97] FALSE  TRUE  TRUE FALSE FALSE  TRUE FALSE FALSE FALSE  TRUE FALSE  TRUE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [109]  TRUE FALSE  TRUE FALSE FALSE  TRUE FALSE FALSE  TRUE  TRUE  TRUE FALSE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [109] FALSE FALSE FALSE FALSE FALSE FALSE  TRUE FALSE FALSE FALSE FALSE FALSE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [121]  TRUE  TRUE FALSE FALSE FALSE  TRUE FALSE FALSE FALSE FALSE FALSE FALSE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [121] FALSE FALSE FALSE  TRUE  TRUE FALSE FALSE FALSE FALSE FALSE FALSE  TRUE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [133] FALSE FALSE  TRUE FALSE FALSE FALSE FALSE  TRUE  TRUE FALSE  TRUE FALSE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [133]  TRUE FALSE FALSE FALSE FALSE FALSE FALSE  TRUE FALSE FALSE  TRUE FALSE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [145]  TRUE FALSE  TRUE FALSE FALSE  TRUE FALSE FALSE FALSE FALSE  TRUE FALSE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [145] FALSE  TRUE FALSE  TRUE FALSE FALSE FALSE FALSE  TRUE FALSE FALSE FALSE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [157] FALSE FALSE FALSE FALSE  TRUE  TRUE  TRUE FALSE FALSE  TRUE  TRUE FALSE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [157] FALSE FALSE FALSE FALSE  TRUE FALSE  TRUE  TRUE FALSE FALSE FALSE FALSE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [169] FALSE FALSE  TRUE FALSE  TRUE FALSE FALSE FALSE  TRUE FALSE FALSE FALSE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [169]  TRUE FALSE FALSE FALSE  TRUE FALSE FALSE FALSE FALSE  TRUE  TRUE FALSE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [181] FALSE FALSE FALSE  TRUE FALSE FALSE FALSE FALSE  TRUE FALSE FALSE FALSE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [181] FALSE FALSE FALSE FALSE  TRUE FALSE FALSE FALSE FALSE FALSE  TRUE  TRUE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [193]  TRUE FALSE  TRUE FALSE FALSE  TRUE FALSE  TRUE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [193] FALSE  TRUE  TRUE FALSE  TRUE  TRUE FALSE FALSE</span>
 <span class="r-in"><span></span></span>
 <span class="r-in"><span><span class="co"># filter on results from the third 60-day episode only, using base R</span></span></span>
 <span class="r-in"><span><span class="va">df</span><span class="op">[</span><span class="fu"><a href="https://rdrr.io/r/base/which.html" class="external-link">which</a></span><span class="op">(</span><span class="fu">get_episode</span><span class="op">(</span><span class="va">df</span><span class="op">$</span><span class="va">date</span>, <span class="fl">60</span><span class="op">)</span> <span class="op">==</span> <span class="fl">3</span><span class="op">)</span>, <span class="op">]</span></span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 1 × 46</span></span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 2 × 46</span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   date       patient   age gender ward      mo           PEN   OXA   FLC   AMX  </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   <span style="color: #949494; font-style: italic;">&lt;date&gt;</span>     <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>   <span style="color: #949494; font-style: italic;">&lt;dbl&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;rsi&gt;</span> <span style="color: #949494; font-style: italic;">&lt;rsi&gt;</span> <span style="color: #949494; font-style: italic;">&lt;rsi&gt;</span> <span style="color: #949494; font-style: italic;">&lt;rsi&gt;</span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> 2002-06-22 FD8039     75 F      ICU   B_ESCHR_COLI R     NA    NA    NA   </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> 2002-11-04 304347     62 M      Clinical  B_STRPT_PNMN S     NA    NA    S    </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> 2002-11-11 D80753     74 F      Outpatie… B_STPHY_CONS R     NA    R     R    </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 36 more variables: AMC &lt;rsi&gt;, AMP &lt;rsi&gt;, TZP &lt;rsi&gt;, CZO &lt;rsi&gt;,</span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;">#   FEP &lt;rsi&gt;, CXM &lt;rsi&gt;, FOX &lt;rsi&gt;, CTX &lt;rsi&gt;, CAZ &lt;rsi&gt;, CRO &lt;rsi&gt;,</span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;">#   GEN &lt;rsi&gt;, TOB &lt;rsi&gt;, AMK &lt;rsi&gt;, KAN &lt;rsi&gt;, TMP &lt;rsi&gt;, SXT &lt;rsi&gt;,</span></span>
@ -245,16 +246,16 @@
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># Groups:   condition [3]</span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>    patient date       condition new_episode</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;date&gt;</span>     <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>     <span style="color: #949494; font-style: italic;">&lt;lgl&gt;</span>      </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> 660761  2013-03-05 B         FALSE      </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> B43936  2013-05-16 A         FALSE      </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 992282  2015-11-17 C         FALSE      </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> AC8303  2014-10-20 B         TRUE       </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> 445249  2008-06-10 A         FALSE      </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> E19253  2006-08-22 C         FALSE      </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> 566040  2010-12-14 B         FALSE      </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> D81577  2008-05-12 C         FALSE      </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> 425433  2005-07-11 A         FALSE      </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> FD439C  2006-03-18 C         FALSE      </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> 92F410  2007-03-26 B         FALSE      </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> B26404  2010-01-08 C         FALSE      </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> B338BC  2005-07-02 B         FALSE      </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> D99170  2006-03-13 B         FALSE      </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 423709  2017-01-30 B         FALSE      </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 955371  2003-12-12 B         FALSE      </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 390178  2002-08-28 B         FALSE      </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> C40150  2014-03-05 C         TRUE       </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> 16F0F7  2010-01-17 B         FALSE      </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> 557266  2015-10-12 B         FALSE      </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 190 more rows</span></span>
 <span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://dplyr.tidyverse.org" class="external-link">"dplyr"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
 <span class="r-in"><span>  <span class="va">df</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span></span></span>
@ -266,19 +267,19 @@
 <span class="r-in"><span>    <span class="op">)</span></span></span>
 <span class="r-in"><span><span class="op">}</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 200 × 5</span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># Groups:   ward, patient [185]</span></span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># Groups:   ward, patient [186]</span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>    ward     date       patient new_index new_logical</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;date&gt;</span>     <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>       <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;lgl&gt;</span>      </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> Clinical 2013-03-05 660761          1 TRUE       </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> ICU      2013-05-16 B43936          1 TRUE       </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> ICU      2015-11-17 992282          1 TRUE       </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> Clinical 2014-10-20 AC8303          1 TRUE       </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> Clinical 2008-06-10 445249          1 TRUE       </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> Clinical 2006-08-22 E19253          1 TRUE       </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> ICU      2010-12-14 566040          1 TRUE       </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> Clinical 2008-05-12 D81577          1 TRUE       </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> Clinical 2005-07-11 425433          1 TRUE       </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> Clinical 2006-03-18 FD439C          1 TRUE       </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> Clinical 2007-03-26 92F410          1 TRUE       </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> Clinical 2010-01-08 B26404          1 TRUE       </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> Clinical 2005-07-02 B338BC          1 TRUE       </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> ICU      2006-03-13 D99170          1 TRUE       </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> Clinical 2017-01-30 423709          1 TRUE       </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> ICU      2003-12-12 955371          1 TRUE       </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> Clinical 2002-08-28 390178          1 TRUE       </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> Clinical 2014-03-05 C40150          1 TRUE       </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> Clinical 2010-01-17 16F0F7          1 TRUE       </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> Clinical 2015-10-12 557266          1 TRUE       </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 190 more rows</span></span>
 <span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://dplyr.tidyverse.org" class="external-link">"dplyr"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
 <span class="r-in"><span>  <span class="va">df</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span></span></span>
@ -293,9 +294,9 @@
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 3 × 5</span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ward       n_patients n_episodes_365 n_episodes_60 n_episodes_30</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;int&gt;</span>          <span style="color: #949494; font-style: italic;">&lt;int&gt;</span>         <span style="color: #949494; font-style: italic;">&lt;int&gt;</span>         <span style="color: #949494; font-style: italic;">&lt;int&gt;</span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> Clinical          111             14            55            71</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> Clinical          110             15            55            73</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> ICU                56             12            34            41</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> ICU                59             14            33            42</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">3</span> Outpatient         18              7            14            17</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">3</span> Outpatient         17             10            15            15</span>
 <span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://dplyr.tidyverse.org" class="external-link">"dplyr"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
 <span class="r-in"><span></span></span>
 <span class="r-in"><span>  <span class="co"># grouping on patients and microorganisms leads to the same</span></span></span>
@ -328,16 +329,16 @@
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># Groups:   patient, mo, ward [193]</span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>    patient mo            ward     flag_episode</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;mo&gt;</span>          <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>    <span style="color: #949494; font-style: italic;">&lt;lgl&gt;</span>       </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> 660761  B_STRPT_DYSG Clinical TRUE        </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> B43936  B_CRYNB       ICU      TRUE        </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 992282  B_STRPT_PNMN ICU      TRUE        </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> AC8303  B_STPHY_HMLY  Clinical TRUE        </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> 445249  B_STPHY_CONS Clinical TRUE        </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> E19253  B_STPHY_CONS  Clinical TRUE        </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> 566040  B_STPHY_CONS ICU      TRUE        </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> D81577  B_HMPHL_INFL  Clinical TRUE        </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> 425433  B_ESCHR_COLI Clinical TRUE        </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> FD439C  B_STPHY_CONS  Clinical TRUE        </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> 92F410  B_PROTS_MRBL Clinical TRUE        </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> B26404  B_STPHY_EPDR  Clinical TRUE        </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> B338BC  B_ENTRC      Clinical TRUE        </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> D99170  B_STPHY_EPDR  ICU      TRUE        </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 423709  B_ESCHR_COLI Clinical TRUE        </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 955371  B_STPHY_AURS  ICU      TRUE        </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 390178  B_STRPT_SLVR Clinical TRUE        </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> C40150  B_CTBCTR_ACNS Clinical TRUE        </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> 16F0F7  B_STPHY_AURS Clinical TRUE        </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> 557266  B_STPHY_HMLY  Clinical TRUE        </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 190 more rows</span></span>
 <span class="r-in"><span><span class="co"># }</span></span></span>
 </code></pre></div>
--- a/reference/ggplot_pca.html
+++ b/reference/ggplot_pca.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/ggplot_rsi.html
+++ b/reference/ggplot_rsi.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/guess_ab_col.html
+++ b/reference/guess_ab_col.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/index.html
+++ b/reference/index.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/intrinsic_resistant.html
+++ b/reference/intrinsic_resistant.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/italicise_taxonomy.html
+++ b/reference/italicise_taxonomy.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/join.html
+++ b/reference/join.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/key_antimicrobials.html
+++ b/reference/key_antimicrobials.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/kurtosis.html
+++ b/reference/kurtosis.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</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">
@ -167,9 +167,9 @@
    <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="fu">kurtosis</span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/stats/Normal.html" class="external-link">rnorm</a></span><span class="op">(</span><span class="fl">10000</span><span class="op">)</span><span class="op">)</span></span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 3.019693</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 3.043154</span>
 <span class="r-in"><span><span class="fu">kurtosis</span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/stats/Normal.html" class="external-link">rnorm</a></span><span class="op">(</span><span class="fl">10000</span><span class="op">)</span>, excess <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.00504598</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.0150379</span>
 </code></pre></div>
    </div>
  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
--- a/reference/like.html
+++ b/reference/like.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/mdro.html
+++ b/reference/mdro.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/mean_amr_distance.html
+++ b/reference/mean_amr_distance.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</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">
@ -195,10 +195,10 @@
    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">x</span> <span class="op">&lt;-</span> <span class="fu"><a href="random.html">random_mic</a></span><span class="op">(</span><span class="fl">10</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">x</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> Class &lt;mic&gt;</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 16    0.5   32    &gt;=128 64    16    4     1     0.25  0.025</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] &lt;=0.01 0.025  4      0.0625 1      4      16     0.5    0.025  8     </span>
 <span class="r-in"><span><span class="fu">mean_amr_distance</span><span class="op">(</span><span class="va">x</span><span class="op">)</span></span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [1]  0.514153850 -0.750868464  0.767158312  1.273167238  1.020162775</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] -1.4081939 -1.0706595  0.7988846 -0.7331250  0.2882147  0.7988846</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [6]  0.514153850  0.008144924 -0.497864001 -1.003872926 -1.844335559</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [7]  1.3095545  0.0328798 -1.0706595  1.0542196</span>
 <span class="r-in"><span></span></span>
 <span class="r-in"><span><span class="va">y</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span></span></span>
 <span class="r-in"><span>  id <span class="op">=</span> <span class="va">LETTERS</span><span class="op">[</span><span class="fl">1</span><span class="op">:</span><span class="fl">10</span><span class="op">]</span>,</span></span>
@ -209,37 +209,37 @@
 <span class="r-in"><span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">y</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>    id amox    cipr gent tobr</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 1   A   64      1    8     4</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 1   A    4 &lt;=0.025  &lt;=1    1</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 2   B  &lt;=1   0.25    4     4</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 2   B    2   0.125    2    2</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 3   C  &lt;=1      2    8     8</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 3   C   32 &lt;=0.025   16    8</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 4   D    8   0.25    8     1</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 4   D    2       2  &lt;=1    2</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 5   E    2    &gt;=4    2     1</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 5   E   32       1    8  0.5</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 6   F   64      1    2     1</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 6   F    1   0.125    2    2</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 7   G   64 0.0625  &lt;=1     4</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 7   G    4     0.5   16    2</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 8   H   64   0.25    8     4</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 8   H    2       1  &lt;=1    1</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 9   I   16      1    2 &lt;=0.5</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 9   I    8   0.125  &lt;=1    4</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 10  J    4   0.25    4     4</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 10  J    1     &gt;=4    4   16</span>
 <span class="r-in"><span><span class="fu">mean_amr_distance</span><span class="op">(</span><span class="va">y</span><span class="op">)</span></span></span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> ℹ Calculating mean AMR distance based on columns "amox", "cipr", "gent",</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span>   "id" and "tobr"</span>
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>NAs introduced by coercion</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [1]  0.78252639 -0.31251848  0.52307535 -0.17070133 -0.26327320 -0.05158778</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] -0.77937382 -0.36771977  0.74573282 -0.12706157  0.43836890 -0.50465041</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [7] -0.45702796  0.50350189 -0.43776038 -0.11623450</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [7]  0.41987005 -0.39451457 -0.07597364  0.64532202</span>
 <span class="r-in"><span><span class="va">y</span><span class="op">$</span><span class="va">amr_distance</span> <span class="op">&lt;-</span> <span class="fu">mean_amr_distance</span><span class="op">(</span><span class="va">y</span>, <span class="fu">where</span><span class="op">(</span><span class="va">is.mic</span><span class="op">)</span><span class="op">)</span></span></span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> ℹ Calculating mean AMR distance based on columns "amox", "cipr", "gent" and</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span>   "tobr"</span>
 <span class="r-in"><span><span class="va">y</span><span class="op">[</span><span class="fu"><a href="https://rdrr.io/r/base/order.html" class="external-link">order</a></span><span class="op">(</span><span class="va">y</span><span class="op">$</span><span class="va">amr_distance</span><span class="op">)</span>, <span class="op">]</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>    id amox    cipr gent tobr amr_distance</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 7   G   64 0.0625  &lt;=1     4  -0.45702796</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 1   A    4 &lt;=0.025  &lt;=1    1  -0.77937382</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 9   I   16      1    2 &lt;=0.5  -0.43776038</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 6   F    1   0.125    2    2  -0.50465041</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 2   B  &lt;=1   0.25    4     4  -0.31251848</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 8   H    2       1  &lt;=1    1  -0.39451457</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 5   E    2    &gt;=4    2     1  -0.26327320</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 2   B    2   0.125    2    2  -0.36771977</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 4   D    8   0.25    8     1  -0.17070133</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 4   D    2       2  &lt;=1    2  -0.12706157</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 10  J    4   0.25    4     4  -0.11623450</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 9   I    8   0.125  &lt;=1    4  -0.07597364</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 6   F   64      1    2     1  -0.05158778</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 7   G    4     0.5   16    2   0.41987005</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 8   H   64   0.25    8     4   0.50350189</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 5   E   32       1    8  0.5   0.43836890</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 3   C  &lt;=1      2    8     8   0.52307535</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 10  J    1     &gt;=4    4   16   0.64532202</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 1   A   64      1    8     4   0.78252639</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 3   C   32 &lt;=0.025   16    8   0.74573282</span>
 <span class="r-in"><span></span></span>
 <span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://dplyr.tidyverse.org" class="external-link">"dplyr"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
 <span class="r-in"><span>  <span class="va">y</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span></span></span>
@ -252,16 +252,16 @@
 <span class="r-msg co"><span class="r-pr">#&gt;</span> ℹ Calculating mean AMR distance based on columns "amox", "cipr", "gent" and</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span>   "tobr"</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>    id amox    cipr gent tobr amr_distance check_id_C</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 1   C  &lt;=1      2    8     8   0.52307535 0.00000000</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 1   C   32 &lt;=0.025   16    8   0.74573282  0.0000000</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 2   H   64   0.25    8     4   0.50350189 0.01957347</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 2   J    1     &gt;=4    4   16   0.64532202  0.1004108</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 3   A   64      1    8     4   0.78252639 0.25945103</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 3   E   32       1    8  0.5   0.43836890  0.3073639</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 4   F   64      1    2     1  -0.05158778 0.57466313</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 4   G    4     0.5   16    2   0.41987005  0.3258628</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 5   J    4   0.25    4     4  -0.11623450 0.63930986</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 5   I    8   0.125  &lt;=1    4  -0.07597364  0.8217065</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 6   D    8   0.25    8     1  -0.17070133 0.69377669</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 6   D    2       2  &lt;=1    2  -0.12706157  0.8727944</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 7   E    2    &gt;=4    2     1  -0.26327320 0.78634856</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 7   B    2   0.125    2    2  -0.36771977  1.1134526</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 8   B  &lt;=1   0.25    4     4  -0.31251848 0.83559383</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 8   H    2       1  &lt;=1    1  -0.39451457  1.1402474</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 9   I   16      1    2 &lt;=0.5  -0.43776038 0.96083573</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 9   F    1   0.125    2    2  -0.50465041  1.2503832</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 10  G   64 0.0625  &lt;=1     4  -0.45702796 0.98010332</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 10  A    4 &lt;=0.025  &lt;=1    1  -0.77937382  1.5251066</span>
 <span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://dplyr.tidyverse.org" class="external-link">"dplyr"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
 <span class="r-in"><span>  <span class="co"># support for groups</span></span></span>
 <span class="r-in"><span>  <span class="va">example_isolates</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span></span></span>
--- a/reference/microorganisms.codes.html
+++ b/reference/microorganisms.codes.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/microorganisms.html
+++ b/reference/microorganisms.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/mo_matching_score.html
+++ b/reference/mo_matching_score.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/mo_property.html
+++ b/reference/mo_property.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/mo_source.html
+++ b/reference/mo_source.html
@ -12,7 +12,7 @@ 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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/pca.html
+++ b/reference/pca.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/plot-1.png
+++ b/reference/plot-1.png
--- a/reference/plot-2.png
+++ b/reference/plot-2.png
--- a/reference/plot-3.png
+++ b/reference/plot-3.png
--- a/reference/plot-4.png
+++ b/reference/plot-4.png
--- a/reference/plot-5.png
+++ b/reference/plot-5.png
--- a/reference/plot-6.png
+++ b/reference/plot-6.png
--- a/reference/plot-7.png
+++ b/reference/plot-7.png
--- a/reference/plot-8.png
+++ b/reference/plot-8.png
--- a/reference/plot-9.png
+++ b/reference/plot-9.png
--- a/reference/plot.html
+++ b/reference/plot.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/proportion.html
+++ b/reference/proportion.html
@ -12,7 +12,7 @@ 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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/random.html
+++ b/reference/random.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</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">
@ -178,42 +178,42 @@
    <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="fu">random_mic</span><span class="op">(</span><span class="fl">25</span><span class="op">)</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> Class &lt;mic&gt;</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 0.0625  8       0.005   1       &lt;=0.002 0.25    2       2       0.005  </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 32     8      0.001  0.01   0.002  0.01   4      64     0.001  1     </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [10] 0.0625  0.025   128     32      128     4       0.25    &lt;=0.002 0.005  </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [11] &gt;=256  0.0625 64     32     2      0.01   128    0.002  0.125  4     </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [19] 128     &lt;=0.002 2       &lt;=0.002 0.025   0.0625  256    </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [21] 4      2      128    128    128   </span>
 <span class="r-in"><span><span class="fu">random_disk</span><span class="op">(</span><span class="fl">25</span><span class="op">)</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> Class &lt;disk&gt;</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 30 36 49 27 28 21 45 21 47 48 20  6 47 11 47 33 26 11 48 36 23 46  8 47 33</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 17  8 25 21 29 42 27 20 13 48 11 35 32 36 30 34 12 19 43 42 15 46 46 34 48</span>
 <span class="r-in"><span><span class="fu">random_rsi</span><span class="op">(</span><span class="fl">25</span><span class="op">)</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> Class &lt;rsi&gt;</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] S R S S S S S I S S R R S S S S I R I S I R R S I</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] I S R S I S R I S R S S R R I I R R I R S I S S I</span>
 <span class="r-in"><span></span></span>
 <span class="r-in"><span><span class="co"># \donttest{</span></span></span>
 <span class="r-in"><span><span class="co"># make the random generation more realistic by setting a bug and/or drug:</span></span></span>
 <span class="r-in"><span><span class="fu">random_mic</span><span class="op">(</span><span class="fl">25</span>, <span class="st">"Klebsiella pneumoniae"</span><span class="op">)</span> <span class="co"># range 0.0625-64</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> Class &lt;mic&gt;</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 0.25   0.0625 4      8      4      0.5    64     0.002  64     2     </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 64      16      &lt;=0.001 &lt;=0.001 0.002   &gt;=256   &gt;=256   0.01    0.125  </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [11] 0.01   &gt;=128  64     0.25   16     0.002  0.025  0.125  64     0.01  </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [10] 0.25    &gt;=256   0.005   0.5     0.01    0.5     2       16      64     </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [21] 0.002  16     1      4      1     </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [19] 64      0.125   1       128     0.025   32      128    </span>
 <span class="r-in"><span><span class="fu">random_mic</span><span class="op">(</span><span class="fl">25</span>, <span class="st">"Klebsiella pneumoniae"</span>, <span class="st">"meropenem"</span><span class="op">)</span> <span class="co"># range 0.0625-16</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> Class &lt;mic&gt;</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 16   16   &gt;=32 2    16   8    &gt;=32 8    4    &gt;=32 2    8    2    4    8   </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] &lt;=1 8   16  4   &lt;=1 2   16  8   8   16  &lt;=1 8   &lt;=1 &lt;=1 4   2   4   2   2  </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [16] 1    8    2    1    4    16   &gt;=32 &gt;=32 16   4   </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [20] 2   4   4   8   &lt;=1 2  </span>
 <span class="r-in"><span><span class="fu">random_mic</span><span class="op">(</span><span class="fl">25</span>, <span class="st">"Streptococcus pneumoniae"</span>, <span class="st">"meropenem"</span><span class="op">)</span> <span class="co"># range 0.0625-4</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> Class &lt;mic&gt;</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 1       &lt;=0.125 &gt;=8     2       1       1       4       &lt;=0.125 1      </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 0.25  0.25  16    8     4     4     1     2     8     0.125 1     4    </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [10] 0.25    &lt;=0.125 0.25    4       0.5     0.25    0.5     0.5     2      </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [13] 4     0.25  1     4     0.125 0.125 1     4     16    2     0.5   8    </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [19] &lt;=0.125 &gt;=8     &lt;=0.125 4       2       &gt;=8     0.5    </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [25] 4    </span>
 <span class="r-in"><span></span></span>
 <span class="r-in"><span><span class="fu">random_disk</span><span class="op">(</span><span class="fl">25</span>, <span class="st">"Klebsiella pneumoniae"</span><span class="op">)</span> <span class="co"># range 8-50</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> Class &lt;disk&gt;</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 43 23 12 45 35 12 16 32 44 17 18 47 48 25 48 17 50 22 29 35 46 50 49 24 40</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 17 40 22 46 19 41 16 27 42 10 39 25 10 26 12 36 50 20 33 11 49 43 21  8 20</span>
 <span class="r-in"><span><span class="fu">random_disk</span><span class="op">(</span><span class="fl">25</span>, <span class="st">"Klebsiella pneumoniae"</span>, <span class="st">"ampicillin"</span><span class="op">)</span> <span class="co"># range 11-17</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> Class &lt;disk&gt;</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 14 13 16 11 13 12 16 13 16 11 14 17 16 14 13 17 13 14 16 13 15 15 15 14 11</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 16 12 13 17 17 15 17 12 15 16 17 15 17 14 14 17 15 14 13 13 15 14 14 12 14</span>
 <span class="r-in"><span><span class="fu">random_disk</span><span class="op">(</span><span class="fl">25</span>, <span class="st">"Streptococcus pneumoniae"</span>, <span class="st">"ampicillin"</span><span class="op">)</span> <span class="co"># range 12-27</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> Class &lt;disk&gt;</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 19 21 19 26 17 25 19 27 19 23 23 22 17 23 25 19 19 25 21 18 27 18 15 18 18</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 16 21 15 19 21 19 15 18 15 19 24 16 25 16 23 17 15 21 19 19 21 23 27 21 16</span>
 <span class="r-in"><span><span class="co"># }</span></span></span>
 </code></pre></div>
    </div>
--- a/reference/resistance_predict.html
+++ b/reference/resistance_predict.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/rsi_translation.html
+++ b/reference/rsi_translation.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/skewness.html
+++ b/reference/skewness.html
@ -12,7 +12,7 @@ When negative ('left-skewed'): the left tail is longer; the mass of the distribu
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</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">
@ -166,7 +166,7 @@ When negative ('left-skewed'): the left tail is longer; the mass of the distribu
    <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="fu">skewness</span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/stats/Uniform.html" class="external-link">runif</a></span><span class="op">(</span><span class="fl">1000</span><span class="op">)</span><span class="op">)</span></span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.02401056</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [1] -0.04641902</span>
 </code></pre></div>
    </div>
  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
--- a/reference/translate.html
+++ b/reference/translate.html
@ -10,7 +10,7 @@
    <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="">1.8.2.9013</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9014</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/search.json
+++ b/search.json