Built site for AMR: 1.8.2.9007@b753b84

2024-12-26 19:26:12 +01:00 · 2022-10-06 10:25:44 +00:00 · 2022-10-06 10:25:44 +00:00 · cfc4fd0c0c
commit cfc4fd0c0c
parent f3f4586286
93 changed files with 570 additions and 570 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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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">
@ -325,68 +325,68 @@
 </tr></thead>
 <tbody>
 <tr class="odd">
-<td align="center">2016-12-03</td>
+<td align="center">2017-11-17</td>
-<td align="center">G8</td>
+<td align="center">Y8</td>
-<td align="center">Hospital A</td>
+<td align="center">Hospital B</td>
-<td align="center">Escherichia coli</td>
+<td align="center">Streptococcus pneumoniae</td>
 <td align="center">I</td>
 <td align="center">R</td>
 <td align="center">R</td>
 <td align="center">S</td>
-<td align="center">S</td>
+<td align="center">F</td>
 <td align="center">S</td>
 <td align="center">M</td>
 </tr>
 <tr class="even">
-<td align="center">2011-06-01</td>
+<td align="center">2015-02-26</td>
-<td align="center">X6</td>
+<td align="center">V8</td>
-<td align="center">Hospital A</td>
+<td align="center">Hospital D</td>
-<td align="center">Escherichia coli</td>
+<td align="center">Staphylococcus aureus</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">F</td>
 </tr>
 <tr class="odd">
-<td align="center">2016-11-11</td>
+<td align="center">2011-11-24</td>
-<td align="center">D5</td>
+<td align="center">I6</td>
-<td align="center">Hospital A</td>
+<td align="center">Hospital D</td>
-<td align="center">Staphylococcus aureus</td>
+<td align="center">Klebsiella pneumoniae</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">S</td>
 <td align="center">M</td>
 </tr>
 <tr class="even">
-<td align="center">2014-04-22</td>
+<td align="center">2013-06-23</td>
-<td align="center">N3</td>
+<td align="center">O2</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>
+<td align="center">F</td>
 </tr>
 <tr class="odd">
-<td align="center">2015-03-13</td>
+<td align="center">2010-10-16</td>
-<td align="center">F6</td>
+<td align="center">X2</td>
-<td align="center">Hospital D</td>
+<td align="center">Hospital B</td>
-<td align="center">Staphylococcus aureus</td>
+<td align="center">Escherichia coli</td>
 <td align="center">I</td>
 <td align="center">I</td>
 <td align="center">S</td>
 <td align="center">S</td>
-<td align="center">R</td>
+<td align="center">F</td>
 <td align="center">S</td>
 <td align="center">M</td>
 </tr>
 <tr class="even">
-<td align="center">2013-07-28</td>
+<td align="center">2012-03-22</td>
-<td align="center">Y9</td>
+<td align="center">U10</td>
 <td align="center">Hospital A</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">I</td>
-<td align="center">S</td>
+<td align="center">R</td>
 <td align="center">S</td>
 <td align="center">F</td>
 </tr>
@ -422,16 +422,16 @@ Longest: 1</p>
 <tr class="odd">
 <td align="left">1</td>
 <td align="left">M</td>
-<td align="right">10,527</td>
+<td align="right">10,375</td>
-<td align="right">52.64%</td>
+<td align="right">51.88%</td>
-<td align="right">10,527</td>
+<td align="right">10,375</td>
-<td align="right">52.64%</td>
+<td align="right">51.88%</td>
 </tr>
 <tr class="even">
 <td align="left">2</td>
 <td align="left">F</td>
-<td align="right">9,473</td>
+<td align="right">9,625</td>
-<td align="right">47.37%</td>
+<td align="right">48.13%</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 10,635 'phenotype-based' first isolates (53.2% of total where a</span></span>
+<span><span class="co"># =&gt; Found 10,694 'phenotype-based' first isolates (53.5% of total where a</span></span>
 <span><span class="co">#    microbial ID was available)</span></span></code></pre></div>
-<p>So only 53.2% 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 53.5% 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 10,635 isolates for analysis. Now our data looks like:</p>
+<p>So we end up with 10,694 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 style="width:100%;" class="table">
@ -538,93 +538,13 @@ Longest: 1</p>
 <tbody>
 <tr class="odd">
 <td align="left">1</td>
-<td align="center">2016-12-03</td>
+<td align="center">2017-11-17</td>
-<td align="center">G8</td>
+<td align="center">Y8</td>
 <td align="center">Hospital A</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">3</td>
 <td align="center">2016-11-11</td>
 <td align="center">D5</td>
 <td align="center">Hospital A</td>
 <td align="center">B_STPHY_AURS</td>
 <td align="center">R</td>
 <td align="center">S</td>
 <td align="center">R</td>
 <td align="center">R</td>
 <td align="center">M</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="odd">
 <td align="left">4</td>
 <td align="center">2014-04-22</td>
 <td align="center">N3</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="even">
 <td align="left">5</td>
 <td align="center">2015-03-13</td>
 <td align="center">F6</td>
 <td align="center">Hospital D</td>
 <td align="center">B_STPHY_AURS</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-positive</td>
 <td align="center">Staphylococcus</td>
 <td align="center">aureus</td>
 <td align="center">TRUE</td>
 </tr>
 <tr class="odd">
 <td align="left">6</td>
 <td align="center">2013-07-28</td>
 <td align="center">Y9</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>
 <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">2015-07-02</td>
 <td align="center">U9</td>
 <td align="center">Hospital B</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">R</td>
 <td align="center">F</td>
 <td align="center">Gram-positive</td>
@ -632,6 +552,86 @@ Longest: 1</p>
 <td align="center">pneumoniae</td>
 <td align="center">TRUE</td>
 </tr>
 <tr class="even">
 <td align="left">2</td>
 <td align="center">2015-02-26</td>
 <td align="center">V8</td>
 <td align="center">Hospital D</td>
 <td align="center">B_STPHY_AURS</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>
 <td align="center">Gram-positive</td>
 <td align="center">Staphylococcus</td>
 <td align="center">aureus</td>
 <td align="center">TRUE</td>
 </tr>
 <tr class="odd">
 <td align="left">3</td>
 <td align="center">2011-11-24</td>
 <td align="center">I6</td>
 <td align="center">Hospital D</td>
 <td align="center">B_KLBSL_PNMN</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">Klebsiella</td>
 <td align="center">pneumoniae</td>
 <td align="center">TRUE</td>
 </tr>
 <tr class="even">
 <td align="left">7</td>
 <td align="center">2017-08-17</td>
 <td align="center">U7</td>
 <td align="center">Hospital B</td>
 <td align="center">B_KLBSL_PNMN</td>
 <td align="center">R</td>
 <td align="center">I</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>
 <tr class="odd">
 <td align="left">8</td>
 <td align="center">2013-09-19</td>
 <td align="center">X2</td>
 <td align="center">Hospital B</td>
 <td align="center">B_KLBSL_PNMN</td>
 <td align="center">R</td>
 <td align="center">S</td>
 <td align="center">R</td>
 <td align="center">S</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>
 <tr class="even">
 <td align="left">9</td>
 <td align="center">2012-04-26</td>
 <td align="center">L7</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">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: 10,635<br>
+Length: 10,694<br>
-Available: 10,635 (100.0%, NA: 0 = 0.0%)<br>
+Available: 10,694 (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">4,573</td>
+<td align="right">4,609</td>
-<td align="right">43.00%</td>
+<td align="right">43.10%</td>
-<td align="right">4,573</td>
+<td align="right">4,609</td>
-<td align="right">43.00%</td>
+<td align="right">43.10%</td>
 </tr>
 <tr class="even">
 <td align="left">2</td>
 <td align="left">Staphylococcus aureus</td>
-<td align="right">2,756</td>
+<td align="right">2,749</td>
-<td align="right">25.91%</td>
+<td align="right">25.71%</td>
-<td align="right">7,329</td>
+<td align="right">7,358</td>
-<td align="right">68.91%</td>
+<td align="right">68.80%</td>
 </tr>
 <tr class="odd">
 <td align="left">3</td>
 <td align="left">Streptococcus pneumoniae</td>
-<td align="right">2,098</td>
+<td align="right">2,179</td>
-<td align="right">19.73%</td>
+<td align="right">20.38%</td>
-<td align="right">9,427</td>
+<td align="right">9,537</td>
-<td align="right">88.64%</td>
+<td align="right">89.18%</td>
 </tr>
 <tr class="even">
 <td align="left">4</td>
 <td align="left">Klebsiella pneumoniae</td>
-<td align="right">1,208</td>
+<td align="right">1,157</td>
-<td align="right">11.36%</td>
+<td align="right">10.82%</td>
-<td align="right">10,635</td>
+<td align="right">10,694</td>
 <td align="right">100.00%</td>
 </tr>
 </tbody>
@ -716,14 +716,14 @@ Longest: 24</p>
 <col width="9%">
 <col width="9%">
 <col width="9%">
-<col width="10%">
+<col width="11%">
 <col width="3%">
 <col width="3%">
 <col width="3%">
 <col width="3%">
 <col width="6%">
 <col width="11%">
-<col width="12%">
+<col width="11%">
 <col width="9%">
 <col width="5%">
 </colgroup>
@ -744,83 +744,83 @@ Longest: 24</p>
 </tr></thead>
 <tbody>
 <tr class="odd">
-<td align="center">2016-11-11</td>
+<td align="center">2017-11-17</td>
-<td align="center">D5</td>
+<td align="center">Y8</td>
-<td align="center">Hospital A</td>
+<td align="center">Hospital B</td>
-<td align="center">B_STPHY_AURS</td>
+<td align="center">B_STRPT_PNMN</td>
 <td align="center">R</td>
 <td align="center">R</td>
 <td align="center">R</td>
 <td align="center">R</td>
 <td align="center">F</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">2017-08-17</td>
 <td align="center">U7</td>
 <td align="center">Hospital B</td>
 <td align="center">B_KLBSL_PNMN</td>
 <td align="center">R</td>
 <td align="center">I</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>
 <tr class="odd">
 <td align="center">2016-01-02</td>
 <td align="center">E9</td>
 <td align="center">Hospital C</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">Staphylococcus</td>
+<td align="center">Streptococcus</td>
-<td align="center">aureus</td>
+<td align="center">pneumoniae</td>
 <td align="center">TRUE</td>
 </tr>
 <tr class="even">
-<td align="center">2015-07-02</td>
+<td align="center">2015-02-13</td>
-<td align="center">U9</td>
+<td align="center">D10</td>
-<td align="center">Hospital B</td>
+<td align="center">Hospital A</td>
 <td align="center">B_STRPT_PNMN</td>
-<td align="center">R</td>
+<td align="center">S</td>
-<td align="center">R</td>
+<td align="center">S</td>
 <td align="center">S</td>
 <td align="center">R</td>
-<td align="center">F</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="odd">
-<td align="center">2015-02-24</td>
+<td align="center">2016-05-02</td>
-<td align="center">X1</td>
+<td align="center">E2</td>
-<td align="center">Hospital A</td>
+<td align="center">Hospital C</td>
 <td align="center">B_STRPT_PNMN</td>
-<td align="center">R</td>
+<td align="center">S</td>
-<td align="center">R</td>
+<td align="center">S</td>
 <td align="center">S</td>
 <td align="center">R</td>
-<td align="center">F</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">2013-02-28</td>
+<td align="center">2014-04-15</td>
-<td align="center">Z9</td>
+<td align="center">W8</td>
 <td align="center">Hospital A</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">F</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="odd">
 <td align="center">2013-05-29</td>
 <td align="center">R6</td>
 <td align="center">Hospital B</td>
 <td align="center">B_STRPT_PNMN</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">Streptococcus</td>
 <td align="center">pneumoniae</td>
 <td align="center">TRUE</td>
 </tr>
 <tr class="even">
 <td align="center">2012-02-13</td>
 <td align="center">O2</td>
 <td align="center">Hospital B</td>
 <td align="center">B_STRPT_PNMN</td>
 <td align="center">S</td>
@ -854,50 +854,50 @@ Longest: 24</p>
 <tr class="odd">
 <td align="center">E. coli</td>
 <td align="center">AMX</td>
-<td align="center">2208</td>
+<td align="center">2165</td>
-<td align="center">117</td>
+<td align="center">105</td>
-<td align="center">2248</td>
+<td align="center">2339</td>
-<td align="center">4573</td>
+<td align="center">4609</td>
 </tr>
 <tr class="even">
 <td align="center">E. coli</td>
 <td align="center">AMC</td>
-<td align="center">3391</td>
+<td align="center">3396</td>
-<td align="center">136</td>
+<td align="center">157</td>
-<td align="center">1046</td>
+<td align="center">1056</td>
-<td align="center">4573</td>
+<td align="center">4609</td>
 </tr>
 <tr class="odd">
 <td align="center">E. coli</td>
 <td align="center">CIP</td>
-<td align="center">3358</td>
+<td align="center">3357</td>
 <td align="center">0</td>
-<td align="center">1215</td>
+<td align="center">1252</td>
-<td align="center">4573</td>
+<td align="center">4609</td>
 </tr>
 <tr class="even">
 <td align="center">E. coli</td>
 <td align="center">GEN</td>
-<td align="center">4014</td>
+<td align="center">4052</td>
 <td align="center">0</td>
-<td align="center">559</td>
+<td align="center">557</td>
-<td align="center">4573</td>
+<td align="center">4609</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">1208</td>
+<td align="center">1157</td>
-<td align="center">1208</td>
+<td align="center">1157</td>
 </tr>
 <tr class="even">
 <td align="center">K. pneumoniae</td>
 <td align="center">AMC</td>
-<td align="center">949</td>
+<td align="center">899</td>
-<td align="center">39</td>
+<td align="center">49</td>
-<td align="center">220</td>
+<td align="center">209</td>
-<td align="center">1208</td>
+<td align="center">1157</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">4014</td>
+<td align="center">4052</td>
 <td align="center">0</td>
-<td align="center">559</td>
+<td align="center">557</td>
-<td align="center">4573</td>
+<td align="center">4609</td>
 </tr>
 <tr class="even">
 <td align="center">K. pneumoniae</td>
 <td align="center">GEN</td>
-<td align="center">1099</td>
+<td align="center">1054</td>
 <td align="center">0</td>
-<td align="center">109</td>
+<td align="center">103</td>
-<td align="center">1208</td>
+<td align="center">1157</td>
 </tr>
 <tr class="odd">
 <td align="center">S. aureus</td>
 <td align="center">GEN</td>
-<td align="center">2428</td>
+<td align="center">2418</td>
 <td align="center">0</td>
-<td align="center">328</td>
+<td align="center">331</td>
-<td align="center">2756</td>
+<td align="center">2749</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">2098</td>
+<td align="center">2179</td>
-<td align="center">2098</td>
+<td align="center">2179</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] 0.5456512</span></span></code></pre></div>
+<span><span class="co"># [1] 0.5487189</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">0.5437558</td>
+<td align="center">0.5417823</td>
 </tr>
 <tr class="even">
 <td align="center">Hospital B</td>
-<td align="center">0.5492089</td>
+<td align="center">0.5486465</td>
 </tr>
 <tr class="odd">
 <td align="center">Hospital C</td>
-<td align="center">0.5465995</td>
+<td align="center">0.5634971</td>
 </tr>
 <tr class="even">
 <td align="center">Hospital D</td>
-<td align="center">0.5415282</td>
+<td align="center">0.5485369</td>
 </tr>
 </tbody>
 </table>
@ -1008,23 +1008,23 @@ Longest: 24</p>
 <tbody>
 <tr class="odd">
 <td align="center">Hospital A</td>
-<td align="center">0.5437558</td>
+<td align="center">0.5417823</td>
-<td align="center">3211</td>
+<td align="center">3243</td>
 </tr>
 <tr class="even">
 <td align="center">Hospital B</td>
-<td align="center">0.5492089</td>
+<td align="center">0.5486465</td>
-<td align="center">3729</td>
+<td align="center">3731</td>
 </tr>
 <tr class="odd">
 <td align="center">Hospital C</td>
-<td align="center">0.5465995</td>
+<td align="center">0.5634971</td>
-<td align="center">1588</td>
+<td align="center">1567</td>
 </tr>
 <tr class="even">
 <td align="center">Hospital D</td>
-<td align="center">0.5415282</td>
+<td align="center">0.5485369</td>
-<td align="center">2107</td>
+<td align="center">2153</td>
 </tr>
 </tbody>
 </table>
@ -1047,27 +1047,27 @@ Longest: 24</p>
 <tbody>
 <tr class="odd">
 <td align="center">Escherichia</td>
-<td align="center">0.7712661</td>
+<td align="center">0.7708831</td>
-<td align="center">0.8777608</td>
+<td align="center">0.8791495</td>
-<td align="center">0.9748524</td>
+<td align="center">0.9791712</td>
 </tr>
 <tr class="even">
 <td align="center">Klebsiella</td>
-<td align="center">0.8178808</td>
+<td align="center">0.8193604</td>
-<td align="center">0.9097682</td>
+<td align="center">0.9109767</td>
-<td align="center">0.9850993</td>
+<td align="center">0.9783924</td>
 </tr>
 <tr class="odd">
 <td align="center">Staphylococcus</td>
-<td align="center">0.7931785</td>
+<td align="center">0.7871953</td>
-<td align="center">0.8809869</td>
+<td align="center">0.8795926</td>
-<td align="center">0.9785922</td>
+<td align="center">0.9770826</td>
 </tr>
 <tr class="even">
 <td align="center">Streptococcus</td>
-<td align="center">0.5371783</td>
+<td align="center">0.5268472</td>
 <td align="center">0.0000000</td>
-<td align="center">0.5371783</td>
+<td align="center">0.5268472</td>
 </tr>
 </tbody>
 </table>
@ -1092,23 +1092,23 @@ Longest: 24</p>
 <tbody>
 <tr class="odd">
 <td align="left">Hospital A</td>
-<td align="right">54.4%</td>
+<td align="right">54.2%</td>
 <td align="right">26.2%</td>
 </tr>
 <tr class="even">
 <td align="left">Hospital B</td>
 <td align="right">54.9%</td>
-<td align="right">26.7%</td>
+<td align="right">27.0%</td>
 </tr>
 <tr class="odd">
 <td align="left">Hospital C</td>
-<td align="right">54.7%</td>
+<td align="right">56.3%</td>
-<td align="right">26.6%</td>
+<td align="right">28.1%</td>
 </tr>
 <tr class="even">
 <td align="left">Hospital D</td>
-<td align="right">54.2%</td>
+<td align="right">54.9%</td>
-<td align="right">25.9%</td>
+<td align="right">27.1%</td>
 </tr>
 </tbody>
 </table>
@ -1206,18 +1206,16 @@ 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   0.0625  &lt;=0.001 0.0625  64      0.25    &gt;=256   0.125   0.0625 </span></span>
+<span><span class="co">#   [1] 2      0.0625 0.25   128    64     256    0.01   0.01   0.0625 0.5   </span></span>
-<span><span class="co">#  [10] 0.01    4       2       32      0.25    0.0625  2       0.025   4      </span></span>
+<span><span class="co">#  [11] 0.002  0.001  0.125  0.025  128    0.002  0.01   256    1      1     </span></span>
-<span><span class="co">#  [19] 0.0625  &gt;=256   0.125   0.5     64      0.0625  0.005   0.25    8      </span></span>
+<span><span class="co">#  [21] 0.025  32     0.125  1      0.0625 1      2      1      0.25   32    </span></span>
-<span><span class="co">#  [28] 2       2       64      0.005   0.125   8       0.01    16      0.0625 </span></span>
+<span><span class="co">#  [31] 0.0625 0.5    0.002  0.25   0.001  0.002  0.025  0.01   32     0.5   </span></span>
-<span><span class="co">#  [37] &lt;=0.001 0.01    16      32      32      0.0625  0.5     32      64     </span></span>
+<span><span class="co">#  [41] 128    16     16     0.0625 4      256    256    16     64     0.125 </span></span>
-<span><span class="co">#  [46] 0.025   4       2       1       &lt;=0.001 128     32      0.002   &lt;=0.001</span></span>
+<span><span class="co">#  [51] 0.01   0.01   8      0.01   2      256    64     1      0.5    32    </span></span>
-<span><span class="co">#  [55] 0.5     128     128     &lt;=0.001 &gt;=256   32      0.5     0.01    64     </span></span>
+<span><span class="co">#  [61] 0.025  2      16     0.005  0.025  16     2      64     8      4     </span></span>
-<span><span class="co">#  [64] 1       64      0.0625  0.025   0.002   1       0.01    0.005   16     </span></span>
+<span><span class="co">#  [71] 16     0.5    0.01   16     8      0.0625 0.01   128    128    0.005 </span></span>
-<span><span class="co">#  [73] 1       0.0625  0.125   1       &lt;=0.001 0.0625  64      128     0.01   </span></span>
+<span><span class="co">#  [81] 64     0.25   0.25   0.001  0.001  256    8      0.0625 0.125  0.01  </span></span>
-<span><span class="co">#  [82] 0.5     0.025   &lt;=0.001 0.0625  0.005   64      1       0.25    32     </span></span>
+<span><span class="co">#  [91] 0.5    8      64     0.5    0.002  0.002  32     128    4      128</span></span></code></pre></div>
 <span><span class="co">#  [91] 0.025   16      0.005   128     0.01    0.005   0.005   64      32     </span></span>
 <span><span class="co"># [100] 0.5</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 +1242,10 @@ 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] 18 18 28 20 25 20 24 24 29 19 20 19 21 28 25 18 28 27 20 29 18 30 28 23 26</span></span>
+<span><span class="co">#   [1] 18 31 31 29 22 20 28 21 23 17 27 23 24 21 23 28 27 27 28 29 23 20 30 17 31</span></span>
-<span><span class="co">#  [26] 19 19 19 23 25 21 22 19 22 25 30 27 28 26 25 30 26 30 25 31 18 21 30 27 17</span></span>
+<span><span class="co">#  [26] 21 25 21 30 31 31 26 26 19 31 23 26 18 23 24 29 27 23 23 20 29 23 24 26 18</span></span>
-<span><span class="co">#  [51] 20 21 17 26 22 21 17 22 27 24 17 29 23 18 18 22 21 29 30 30 26 21 26 24 25</span></span>
+<span><span class="co">#  [51] 21 25 31 22 31 22 30 25 31 21 27 28 26 29 28 17 18 31 27 27 20 26 23 27 18</span></span>
-<span><span class="co">#  [76] 26 17 31 22 18 31 23 20 29 18 26 31 23 21 18 31 18 30 17 31 29 30 17 22 21</span></span></code></pre></div>
+<span><span class="co">#  [76] 28 20 29 30 27 23 26 24 22 27 26 20 22 29 21 19 26 22 24 23 29 22 20 27 24</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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">
@ -314,18 +314,18 @@ 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         R            S          R            I            S</span></span>
+<span><span class="co"># 1          S         I            S          S            I            R</span></span>
-<span><span class="co"># 2          I         S            S          S            S            S</span></span>
+<span><span class="co"># 2          S         R            S          S            R            S</span></span>
-<span><span class="co"># 3          R         I            R          I            S            I</span></span>
+<span><span class="co"># 3          I         I            S          R            I            I</span></span>
-<span><span class="co"># 4          R         I            R          R            S            R</span></span>
+<span><span class="co"># 4          R         R            R          I            R            R</span></span>
-<span><span class="co"># 5          S         S            S          I            R            I</span></span>
+<span><span class="co"># 5          R         I            S          I            R            S</span></span>
-<span><span class="co"># 6          I         S            I          I            S            R</span></span>
+<span><span class="co"># 6          S         S            S          S            S            I</span></span>
 <span><span class="co">#   kanamycin</span></span>
 <span><span class="co"># 1         R</span></span>
-<span><span class="co"># 2         S</span></span>
+<span><span class="co"># 2         R</span></span>
-<span><span class="co"># 3         S</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         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">
@ -357,40 +357,40 @@ Unique: 5</p>
 <tr class="odd">
 <td align="left">1</td>
 <td align="left">Mono-resistant</td>
-<td align="right">3309</td>
+<td align="right">3196</td>
-<td align="right">66.18%</td>
+<td align="right">63.92%</td>
-<td align="right">3309</td>
+<td align="right">3196</td>
-<td align="right">66.18%</td>
+<td align="right">63.92%</td>
 </tr>
 <tr class="even">
 <td align="left">2</td>
 <td align="left">Negative</td>
-<td align="right">923</td>
+<td align="right">1003</td>
-<td align="right">18.46%</td>
+<td align="right">20.06%</td>
-<td align="right">4232</td>
+<td align="right">4199</td>
-<td align="right">84.64%</td>
+<td align="right">83.98%</td>
 </tr>
 <tr class="odd">
 <td align="left">3</td>
 <td align="left">Multi-drug-resistant</td>
-<td align="right">452</td>
+<td align="right">473</td>
-<td align="right">9.04%</td>
+<td align="right">9.46%</td>
-<td align="right">4684</td>
+<td align="right">4672</td>
-<td align="right">93.68%</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">221</td>
+<td align="right">224</td>
-<td align="right">4.42%</td>
+<td align="right">4.48%</td>
-<td align="right">4905</td>
+<td align="right">4896</td>
-<td align="right">98.10%</td>
+<td align="right">97.92%</td>
 </tr>
 <tr class="odd">
 <td align="left">5</td>
 <td align="left">Extensively drug-resistant</td>
-<td align="right">95</td>
+<td align="right">104</td>
-<td align="right">1.90%</td>
+<td align="right">2.08%</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/articles/WHONET.html
+++ b/articles/WHONET.html
@ -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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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">
@ -177,7 +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 6 October 2022 09:35:07 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 6 October 2022 10:20:46 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 6 October 2022 09:35:07 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 6 October 2022 10:20:46 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 6 October 2022 09:35:07 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 6 October 2022 10:20:46 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 6 October 2022 09:35:07 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 6 October 2022 10:20:46 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 6 October 2022 09:35:07 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 6 October 2022 10:20:46 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 6 October 2022 09:35:07 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 6 October 2022 10:20:46 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 6 October 2022 09:35:07 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 6 October 2022 10:20:46 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 6 October 2022 09:35:07 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 6 October 2022 10:20:46 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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="1.8.2.9006" id="amr-1829006">AMR 1.8.2.9006<a class="anchor" aria-label="anchor" href="#amr-1829006"></a></h2>
+<h2 class="pkg-version" data-toc-text="1.8.2.9007" id="amr-1829007">AMR 1.8.2.9007<a class="anchor" aria-label="anchor" href="#amr-1829007"></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-1-8-2-9006">Breaking<a class="anchor" aria-label="anchor" href="#breaking-1-8-2-9006"></a></h4>
+<h4 id="breaking-1-8-2-9007">Breaking<a class="anchor" aria-label="anchor" href="#breaking-1-8-2-9007"></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-1-8-2-9006">New<a class="anchor" aria-label="anchor" href="#new-1-8-2-9006"></a></h4>
+<h4 id="new-1-8-2-9007">New<a class="anchor" aria-label="anchor" href="#new-1-8-2-9007"></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>
@ -155,7 +155,7 @@
 <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-1-8-2-9006">Changed<a class="anchor" aria-label="anchor" href="#changed-1-8-2-9006"></a></h4>
+<h4 id="changed-1-8-2-9007">Changed<a class="anchor" aria-label="anchor" href="#changed-1-8-2-9007"></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>
@ -180,7 +180,7 @@
 <code><a href="../reference/mo_property.html">mo_snomed()</a></code> now returns class <code>character</code>, not <code>numeric</code> anymore (to make long SNOMED codes readable)</li>
 </ul></div>
 <div class="section level4">
-<h4 id="other-1-8-2-9006">Other<a class="anchor" aria-label="anchor" href="#other-1-8-2-9006"></a></h4>
+<h4 id="other-1-8-2-9007">Other<a class="anchor" aria-label="anchor" href="#other-1-8-2-9007"></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: 2022-10-06T09:37Z
+last_built: 2022-10-06T10:23Z
 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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
--- a/reference/age.html
+++ b/reference/age.html
@ -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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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  1972-08-20  50  50.12877         27</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 1  1966-12-05  55  55.83562         33</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 2  1996-04-22  26  26.45753          3</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 2  1982-12-29  39  39.76986         17</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 3  1966-12-16  55  55.80548         33</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 3  1970-08-17  52  52.13699         29</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 4  1954-03-02  68  68.59726         45</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 4  1957-08-07  65  65.16438         42</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 5  1931-11-06  90  90.91507         68</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 5  1939-05-23  83  83.37260         60</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 6  1962-12-03  59  59.84110         37</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 6  1943-07-30  79  79.18630         56</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 7  1995-10-16  26  26.97260          4</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 7  1965-11-29  56  56.85205         34</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 8  1984-09-13  38  38.06301         15</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 8  1996-07-03  26  26.26027          3</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 9  1981-08-20  41  41.12877         18</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 9  1976-06-23  46  46.28767         23</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 10 1973-05-05  49  49.42192         26</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 10 1964-05-29  58  58.35616         35</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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> 2022-10-06 <span style="color: #949494;">09:38:00</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> 2022-10-06 <span style="color: #949494;">10:23:18</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> 2022-10-06 <span style="color: #949494;">09:38:01</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> 2022-10-06 <span style="color: #949494;">10:23:18</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> 2022-10-06 <span style="color: #949494;">09:38:01</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> 2022-10-06 <span style="color: #949494;">10:23:18</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> 2022-10-06 <span style="color: #949494;">09:38:01</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> 2022-10-06 <span style="color: #949494;">10:23:19</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> 2022-10-06 <span style="color: #949494;">09:38:01</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> 2022-10-06 <span style="color: #949494;">10:23:19</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> 2022-10-06 <span style="color: #949494;">09:38:02</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> 2022-10-06 <span style="color: #949494;">10:23:19</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> 2022-10-06 <span style="color: #949494;">09:38:02</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> 2022-10-06 <span style="color: #949494;">10:23:19</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> 2022-10-06 <span style="color: #949494;">09:38:02</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> 2022-10-06 <span style="color: #949494;">10:23:19</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> 2022-10-06 <span style="color: #949494;">09:38:02</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> 2022-10-06 <span style="color: #949494;">10:23:19</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> 2022-10-06 <span style="color: #949494;">09:38:02</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> 2022-10-06 <span style="color: #949494;">10:23:19</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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">
@ -177,41 +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] 30  2 43 13 20 49 51 13 23 30 14  2 26 48 53  1 63  7 36 43 15 60 15 56 34</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   [1]  2  1 52  9  1  5 52  4  4 33 43  5 44 22  9 19  6 17  1 56  4 15 44 46 49</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [26] 47 38 38 55 19  1 47 19 65 27 60 49 10  2 23 42 50 10 58 45 51 63 12 39 48</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [26]  2 49 37 26 31 48 11 25 33  5  7  9 42 56 10 35  2 51 47 40 21 50 59 50 39</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [51] 45  1 16 11  4 17 50 10 62 56 51 19 58 31 21 23  4 17 36 58 49 45 60  3 45</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [51] 40 24 29 57  2 14 12 31 54 18  8 53 39 58 21 54  1 38  2 12 20 52 42 41  5</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [76] 39 16 14 19 27 47 10 61 57 36 47 62 64 64 17 46 25 50 26 16  6 32 24 11 54</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [76]  8 15 26 32 44 21 43  5 25 50 23 22 10 43 48 11 45 12 52 26 28 23 34  8 27</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [101]  7  8 39 52 43  3 23 54 48 20  8  2 52 10 27 35 32 39 40 30 66  4 32 25 39</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [101] 53 46 53 23 61 16 29 11 25 46 39  3 46 57 21 45 38 43 54 33 16  4 56 38  7</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [126] 40  9 10 38 61 20 28 34 37 53 18 45  2 32 41  4 34 29  7 22 44 61 48 62 48</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [126] 42  7 14 31 60  3 59 59  9 56  7 38 25  4 42 33  7 49 19 14 46 24 49 47 29</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [151] 33 59 33 54 28 46 37 36 32 57 58  8 25  8  3 22 18 13 38 32 33 63 16 49 11</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [151] 49  6 56 59 51 45 12 60  4 53 22 17 55 59 57 30 24 58 10 48 36  6 37 32 10</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [176]  7 21  2 62 20 18 30 56  5 56 40 18 13 13  9  5 36 43 26 29 12 40 26 13 26</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [176] 18 57 60 37 50 58 36  9 29 33 56 58 29 37 21 57 10  9 30 13 24 34 22  6 18</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 FALSE FALSE FALSE FALSE  TRUE FALSE  TRUE FALSE FALSE FALSE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   [1] FALSE  TRUE FALSE FALSE FALSE FALSE  TRUE FALSE FALSE FALSE  TRUE FALSE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [13]  TRUE FALSE  TRUE FALSE FALSE FALSE FALSE FALSE  TRUE  TRUE FALSE FALSE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [13] FALSE  TRUE FALSE  TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [25] FALSE FALSE FALSE FALSE  TRUE FALSE  TRUE FALSE FALSE  TRUE FALSE FALSE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [25] FALSE FALSE  TRUE FALSE FALSE FALSE FALSE FALSE FALSE  TRUE  TRUE FALSE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [37] FALSE FALSE FALSE FALSE  TRUE FALSE FALSE FALSE  TRUE FALSE  TRUE  TRUE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [37]  TRUE FALSE FALSE FALSE  TRUE FALSE  TRUE FALSE  TRUE FALSE FALSE  TRUE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [49]  TRUE  TRUE FALSE FALSE FALSE FALSE FALSE FALSE  TRUE FALSE FALSE  TRUE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [49]  TRUE FALSE FALSE  TRUE FALSE FALSE  TRUE FALSE  TRUE FALSE FALSE FALSE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [61] FALSE  TRUE  TRUE  TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [61] FALSE FALSE  TRUE FALSE FALSE  TRUE FALSE FALSE FALSE FALSE  TRUE FALSE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [73] FALSE FALSE FALSE FALSE FALSE  TRUE FALSE FALSE  TRUE FALSE FALSE FALSE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [73] FALSE  TRUE FALSE  TRUE  TRUE  TRUE FALSE  TRUE  TRUE FALSE FALSE FALSE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [85] FALSE FALSE  TRUE  TRUE FALSE  TRUE FALSE FALSE FALSE FALSE FALSE  TRUE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [85] FALSE FALSE FALSE FALSE FALSE FALSE  TRUE FALSE FALSE FALSE FALSE  TRUE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [97]  TRUE  TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE  TRUE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [97]  TRUE  TRUE FALSE  TRUE FALSE FALSE FALSE FALSE  TRUE FALSE  TRUE FALSE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [109] FALSE FALSE FALSE FALSE  TRUE FALSE  TRUE  TRUE FALSE FALSE FALSE  TRUE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [109] FALSE FALSE FALSE  TRUE FALSE  TRUE FALSE FALSE FALSE FALSE FALSE FALSE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [121]  TRUE  TRUE FALSE FALSE FALSE FALSE FALSE  TRUE FALSE  TRUE  TRUE FALSE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [121]  TRUE  TRUE FALSE FALSE FALSE  TRUE FALSE FALSE  TRUE FALSE FALSE FALSE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [133]  TRUE  TRUE FALSE FALSE FALSE  TRUE FALSE  TRUE FALSE FALSE FALSE  TRUE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [133] FALSE FALSE FALSE  TRUE  TRUE  TRUE FALSE FALSE FALSE FALSE FALSE FALSE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [145] FALSE  TRUE FALSE FALSE FALSE FALSE FALSE  TRUE  TRUE FALSE  TRUE  TRUE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [145]  TRUE  TRUE FALSE FALSE  TRUE FALSE FALSE  TRUE  TRUE FALSE FALSE  TRUE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [157] FALSE FALSE FALSE  TRUE FALSE  TRUE  TRUE FALSE  TRUE  TRUE FALSE FALSE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [157] FALSE FALSE FALSE  TRUE FALSE  TRUE  TRUE FALSE FALSE  TRUE FALSE FALSE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [169]  TRUE FALSE FALSE FALSE  TRUE  TRUE  TRUE FALSE  TRUE FALSE FALSE FALSE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [169] FALSE  TRUE  TRUE FALSE  TRUE  TRUE FALSE FALSE FALSE  TRUE FALSE FALSE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [181] FALSE FALSE FALSE FALSE FALSE  TRUE  TRUE FALSE FALSE  TRUE  TRUE  TRUE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [181] FALSE FALSE FALSE FALSE FALSE FALSE  TRUE FALSE FALSE FALSE FALSE  TRUE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [193]  TRUE FALSE  TRUE FALSE FALSE FALSE  TRUE FALSE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [193] FALSE FALSE  TRUE FALSE FALSE FALSE FALSE  TRUE</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: 3 × 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> 2002-10-11 974319     78 M      Outpatie… B_MCRCCC     S     NA    S     NA   </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> 2002-09-08 B8CB09     60 F      Outpatie… B_STPHY_CONS S     NA    S     NA   </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> 2002-10-11 974319     78 M      Outpatie… B_STPHY_EPDR S     NA    S     NA   </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</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;">3</span> 2002-08-14 785317     51 F      ICU       B_ESCHR_COLI R     NA    NA    NA   </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>
@ -247,16 +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> 889500  2009-05-15 C         TRUE       </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> 833842  2002-05-04 B         FALSE      </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 077552  2002-05-14 A         FALSE      </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 858515  2002-01-17 B         TRUE       </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> 156730  2012-04-12 B         FALSE      </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> A84726  2015-08-14 C         FALSE      </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> C21760  2004-12-28 A         FALSE      </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> 570937  2004-02-18 B         FALSE      </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> C98321  2006-10-30 B         FALSE      </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> 614772  2002-02-27 B         FALSE      </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> 245525  2013-11-02 C         TRUE       </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> 6BC362  2003-04-25 C         FALSE      </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> 710157  2014-04-15 B         FALSE      </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> D43214  2015-06-16 B         FALSE      </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> E29C91  2005-01-07 B         FALSE      </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 384360  2003-01-09 C         FALSE      </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 693505  2007-06-25 B         FALSE      </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 89B405  2003-01-04 B         FALSE      </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> 008218  2009-04-27 B         TRUE       </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> 4F6830  2010-03-12 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>
@ -268,19 +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 [181]</span></span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># Groups:   ward, patient [183]</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 2009-05-15 889500          1 TRUE       </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> ICU      2002-05-04 833842          1 TRUE       </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> Clinical 2002-05-14 077552          1 TRUE       </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> ICU      2002-01-17 858515          1 TRUE       </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> Clinical 2012-04-12 156730          1 TRUE       </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> Clinical 2015-08-14 A84726          1 TRUE       </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> ICU      2004-12-28 C21760          1 TRUE       </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> Clinical 2004-02-18 570937          1 TRUE       </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> ICU      2006-10-30 C98321          1 TRUE       </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> Clinical 2002-02-27 614772          1 TRUE       </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> ICU      2013-11-02 245525          1 TRUE       </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> ICU      2003-04-25 6BC362          1 FALSE      </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> Clinical 2014-04-15 710157          1 TRUE       </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> Clinical 2015-06-16 D43214          1 TRUE       </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> ICU      2005-01-07 E29C91          1 TRUE       </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> Clinical 2003-01-09 384360          1 TRUE       </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> ICU      2007-06-25 693505          1 TRUE       </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> Clinical 2003-01-04 89B405          1 TRUE       </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> Clinical 2009-04-27 008218          1 TRUE       </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> Clinical 2010-03-12 4F6830          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>
@ -295,9 +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          112             14            49            67</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> Clinical          118             15            50            75</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> ICU                54             12            38            43</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> ICU                51             12            32            40</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">3</span> Outpatient         15              7            13            15</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">3</span> Outpatient         14              8            14            14</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>
@ -316,7 +315,7 @@
 <span class="r-in"><span>  <span class="fu"><a href="https://rdrr.io/r/base/identical.html" class="external-link">identical</a></span><span class="op">(</span><span class="va">x</span>, <span class="va">y</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> Including isolates from ICU.</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [1] FALSE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [1] TRUE</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"># but is_new_episode() has a lot more flexibility than first_isolate(),</span></span></span>
@ -327,19 +326,19 @@
 <span class="r-in"><span>    <span class="fu"><a href="https://dplyr.tidyverse.org/reference/select.html" class="external-link">select</a></span><span class="op">(</span><span class="fu"><a href="https://dplyr.tidyverse.org/reference/group_data.html" class="external-link">group_vars</a></span><span class="op">(</span><span class="va">.</span><span class="op">)</span>, <span class="va">flag_episode</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 × 4</span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># Groups:   patient, mo, ward [191]</span></span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># Groups:   patient, mo, ward [195]</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> 889500  B_STPHY_CONS Clinical TRUE        </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> 833842  B_STPHY_AURS ICU      TRUE        </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 077552  B_STRPT_PNMN Clinical TRUE        </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 858515  B_STPHY_EPDR ICU      TRUE        </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> 156730  B_STPHY_CONS Clinical TRUE        </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> A84726  B_STPHY_EPDR Clinical TRUE        </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> C21760  B_STPHY_EPDR ICU      TRUE        </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> 570937  B_KLBSL_PNMN Clinical TRUE        </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> C98321  B_STPHY_CONS ICU      TRUE        </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> 614772  B_STPHY_HMNS Clinical TRUE        </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> 245525  B_PROTS_MRBL ICU      TRUE        </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> 6BC362  B_CRYNB      ICU      TRUE        </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> 710157  B_STPHY_AURS Clinical TRUE        </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> D43214  B_STPHY_HMNS Clinical TRUE        </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> E29C91  B_ENTRC      ICU      TRUE        </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 384360  B_STPHY_CONS Clinical TRUE        </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 693505  B_STPHY_AURS ICU      TRUE        </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 89B405  B_STRPT_PNMN Clinical TRUE        </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> 008218  B_STRPT_GRPA Clinical TRUE        </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> 4F6830  B_ESCHR_COLI 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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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] 2.918708</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 2.989759</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] -0.02739345</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [1] -0.06909556</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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 +195,11 @@
    <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] 0.01   0.005  32     0.0625 64     8      32     128    32     1     </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 32      8       0.01    0.01    &gt;=256   0.01    8       0.005   &lt;=0.001</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> [10] 0.125  </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] -1.4413339 -1.6234335  0.6790078 -0.9598887  0.8611074  0.3148086</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1]  1.1315344  0.8152036 -0.7101208 -0.7101208  1.6060306 -0.7101208</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [7]  0.6790078  1.0432070  0.6790078 -0.2314903</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [7]  0.8152036 -0.8682862 -1.2355349 -0.1337888</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>
@ -208,38 +209,38 @@
 <span class="r-in"><span>  tobr <span class="op">=</span> <span class="fu"><a href="random.html">random_mic</a></span><span class="op">(</span><span class="fl">10</span>, ab <span class="op">=</span> <span class="st">"tobr"</span>, mo <span class="op">=</span> <span class="st">"Escherichia coli"</span><span class="op">)</span></span></span>
 <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>    id amox   cipr gent tobr</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 1   A    8 &lt;=0.125    &gt;=4    1</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 1   A    8    &gt;=1    1  &lt;=1</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 2   B   32       1    &gt;=4  &gt;=8</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 2   B  &lt;=2 0.0625    8  &lt;=1</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 3   C   16 &lt;=0.125    0.5    2</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 3   C &gt;=64    0.5    8    4</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 4   D    2       1    &gt;=4  0.5</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 4   D   16  0.125 &gt;=16  &lt;=1</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 5   E   16       2      2  &gt;=8</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 5   E    4    0.5    8    2</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 6   F   32       1      1    1</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 6   F   16    0.5    2    4</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 7   G    8 &lt;=0.125      2    1</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 7   G   16  0.125    2    2</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 8   H   64     0.5    &gt;=4  0.5</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 8   H   32    0.5    1    2</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 9   I  &lt;=1       1 &lt;=0.25    1</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 9   I   16    0.5    1    8</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 10  J    8       1 &lt;=0.25    1</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 10  J  &lt;=2    0.5    2    4</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] -0.2588266  1.0285049 -0.4029969 -0.2130881  0.9050097  0.2023447</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] -0.30066368 -0.89674084  0.93947445 -0.07754651  0.09008074  0.30370274</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [7] -0.4103494  0.3029914 -0.7808350 -0.3727546</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [7] -0.33364342  0.04742155  0.37971141 -0.15179644</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>    id amox   cipr gent tobr amr_distance</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 9   I  &lt;=1       1 &lt;=0.25    1   -0.7808350</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 2   B  &lt;=2 0.0625    8  &lt;=1  -0.89674084</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 7   G    8 &lt;=0.125      2    1   -0.4103494</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 7   G   16  0.125    2    2  -0.33364342</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 3   C   16 &lt;=0.125    0.5    2   -0.4029969</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 1   A    8    &gt;=1    1  &lt;=1  -0.30066368</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 10  J    8       1 &lt;=0.25    1   -0.3727546</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 10  J  &lt;=2    0.5    2    4  -0.15179644</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 1   A    8 &lt;=0.125    &gt;=4    1   -0.2588266</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 4   D   16  0.125 &gt;=16  &lt;=1  -0.07754651</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 4   D    2       1    &gt;=4  0.5   -0.2130881</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 8   H   32    0.5    1    2   0.04742155</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 6   F   32       1      1    1    0.2023447</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 5   E    4    0.5    8    2   0.09008074</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 8   H   64     0.5    &gt;=4  0.5    0.3029914</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 6   F   16    0.5    2    4   0.30370274</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 5   E   16       2      2  &gt;=8    0.9050097</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 9   I   16    0.5    1    8   0.37971141</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 2   B   32       1    &gt;=4  &gt;=8    1.0285049</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 3   C &gt;=64    0.5    8    4   0.93947445</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>
@ -251,17 +252,17 @@
 <span class="r-in"><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-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>    id amox   cipr gent tobr amr_distance check_id_C</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 1   C   16 &lt;=0.125    0.5    2   -0.4029969 0.000000000</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 1   C &gt;=64    0.5    8    4   0.93947445  0.0000000</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 2   G    8 &lt;=0.125      2    1   -0.4103494 0.007352492</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 2   I   16    0.5    1    8   0.37971141  0.5597630</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 3   J    8       1 &lt;=0.25    1   -0.3727546 0.030242332</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 3   F   16    0.5    2    4   0.30370274  0.6357717</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 4   A    8 &lt;=0.125    &gt;=4    1   -0.2588266 0.144170390</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 4   E    4    0.5    8    2   0.09008074  0.8493937</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 5   D    2       1    &gt;=4  0.5   -0.2130881 0.189908807</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 5   H   32    0.5    1    2   0.04742155  0.8920529</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 6   I  &lt;=1       1 &lt;=0.25    1   -0.7808350 0.377838058</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 6   D   16  0.125 &gt;=16  &lt;=1  -0.07754651  1.0170210</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 7   F   32       1      1    1    0.2023447 0.605341690</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 7   J  &lt;=2    0.5    2    4  -0.15179644  1.0912709</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 8   H   64     0.5    &gt;=4  0.5    0.3029914 0.705988302</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 8   A    8    &gt;=1    1  &lt;=1  -0.30066368  1.2401381</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 9   E   16       2      2  &gt;=8    0.9050097 1.308006638</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 9   G   16  0.125    2    2  -0.33364342  1.2731179</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 10  B   32       1    &gt;=4  &gt;=8    1.0285049 1.431501827</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 10  B  &lt;=2 0.0625    8  &lt;=1  -0.89674084  1.8362153</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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">
@ -533,13 +533,13 @@
 <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"># Becker classification, see ?as.mo ----------------------------------------</span></span></span>
-<span class="r-in"><span><span class="fu">mo_fullname</span><span class="op">(</span><span class="st">"Staph. epi"</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="fu">mo_fullname</span><span class="op">(</span><span class="st">"Staph. epidermidis"</span><span class="op">)</span></span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [1] "Staphylococcus edaphicus"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [1] "Staphylococcus epidermidis"</span>
-<span class="r-in"><span><span class="fu">mo_fullname</span><span class="op">(</span><span class="st">"Staph. epi"</span>, Becker <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="fu">mo_fullname</span><span class="op">(</span><span class="st">"Staph. epidermidis"</span>, Becker <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] "Coagulase-negative Staphylococcus (CoNS)"</span>
-<span class="r-in"><span><span class="fu">mo_shortname</span><span class="op">(</span><span class="st">"Staph. epi"</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="fu">mo_shortname</span><span class="op">(</span><span class="st">"Staph. epidermidis"</span><span class="op">)</span></span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [1] "S. edaphicus"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [1] "S. epidermidis"</span>
-<span class="r-in"><span><span class="fu">mo_shortname</span><span class="op">(</span><span class="st">"Staph. epi"</span>, Becker <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="fu">mo_shortname</span><span class="op">(</span><span class="st">"Staph. epidermidis"</span>, Becker <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] "CoNS"</span>
 <span class="r-in"><span></span></span>
 <span class="r-in"><span><span class="co"># Lancefield classification, see ?as.mo ------------------------------------</span></span></span>
@ -570,8 +570,10 @@
 <span class="r-out co"><span class="r-pr">#&gt;</span> [1] "Bacteria"</span>
 <span class="r-in"><span><span class="fu">mo_type</span><span class="op">(</span><span class="st">"Klebsiella pneumoniae"</span><span class="op">)</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> [1] "Bacteria"</span>
-<span class="r-in"><span><span class="fu">mo_type</span><span class="op">(</span><span class="st">"Klebsiella pneumoniae"</span>, language <span class="op">=</span> <span class="st">"nl"</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="fu">mo_kingdom</span><span class="op">(</span><span class="st">"Klebsiella pneumoniae"</span>, language <span class="op">=</span> <span class="st">"zh"</span><span class="op">)</span> <span class="co"># Chinese, no effect</span></span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [1] "Bacteriën"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [1] "Bacteria"</span>
 <span class="r-in"><span><span class="fu">mo_type</span><span class="op">(</span><span class="st">"Klebsiella pneumoniae"</span>, language <span class="op">=</span> <span class="st">"zh"</span><span class="op">)</span>    <span class="co"># Chinese, translated</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> [1] "细菌"</span>
 <span class="r-in"><span></span></span>
 <span class="r-in"><span><span class="fu">mo_fullname</span><span class="op">(</span><span class="st">"S. pyogenes"</span>, Lancefield <span class="op">=</span> <span class="cn">TRUE</span>, language <span class="op">=</span> <span class="st">"de"</span><span class="op">)</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> [1] "Streptococcus Gruppe A"</span>
@ -588,55 +590,55 @@
 <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">example_isolates</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span></span></span>
 <span class="r-in"><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="fu">mo_is_gram_positive</span><span class="op">(</span><span class="op">)</span><span class="op">)</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span> </span></span>
-<span class="r-in"><span>    <span class="fu"><a href="count.html">count</a></span><span class="op">(</span><span class="fu">mo_genus</span><span class="op">(</span><span class="op">)</span>, count <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span>
+<span class="r-in"><span>    <span class="fu"><a href="count.html">count</a></span><span class="op">(</span><span class="fu">mo_genus</span><span class="op">(</span><span class="op">)</span>, sort <span class="op">=</span> <span class="cn">TRUE</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 Using column 'mo' as input for `mo_is_gram_positive()`</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> ℹ Using column 'mo' as input for `mo_genus()`</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 12 × 3</span></span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 12 × 2</span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>    `mo_genus()`   count     n</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>    `mo_genus()`       n</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;lgl&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: #949494; font-style: italic;">&lt;chr&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> Aerococcus     TRUE      2</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> Staphylococcus   840</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> Enterococcus   TRUE     83</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> Streptococcus    275</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> Fusibacter     TRUE      1</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> Enterococcus      83</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> Gemella        TRUE      3</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> Gemella            3</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> Globicatella   TRUE      1</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> Aerococcus         2</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> Granulicatella TRUE      1</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> Fusibacter         1</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> Lactobacillus  TRUE      1</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> Globicatella       1</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> Leuconostoc    TRUE      1</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> Granulicatella     1</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> Listeria       TRUE      1</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> Lactobacillus      1</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> Paenibacillus  TRUE      1</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> Leuconostoc        1</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">11</span> Staphylococcus TRUE    840</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">11</span> Listeria           1</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">12</span> Streptococcus  TRUE    275</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">12</span> Paenibacillus      1</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">example_isolates</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span></span></span>
 <span class="r-in"><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="fu">mo_is_intrinsic_resistant</span><span class="op">(</span>ab <span class="op">=</span> <span class="st">"vanco"</span><span class="op">)</span><span class="op">)</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span> </span></span>
-<span class="r-in"><span>    <span class="fu"><a href="count.html">count</a></span><span class="op">(</span><span class="fu">mo_genus</span><span class="op">(</span><span class="op">)</span>, count <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span>
+<span class="r-in"><span>    <span class="fu"><a href="count.html">count</a></span><span class="op">(</span><span class="fu">mo_genus</span><span class="op">(</span><span class="op">)</span>, sort <span class="op">=</span> <span class="cn">TRUE</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 Using column 'mo' as input for `mo_is_intrinsic_resistant()`</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> ℹ Using column 'mo' as input for `mo_genus()`</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 20 × 3</span></span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 20 × 2</span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>    `mo_genus()`     count     n</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>    `mo_genus()`         n</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;lgl&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: #949494; font-style: italic;">&lt;chr&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> Acinetobacter    TRUE      6</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> Escherichia        467</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> Campylobacter    TRUE      1</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> Klebsiella          77</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> Citrobacter      TRUE     11</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> Proteus             39</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> Enterobacter     TRUE     23</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> Pseudomonas         30</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> Enterococcus     TRUE      1</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> Serratia            25</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> Escherichia      TRUE    467</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> Enterobacter        23</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> Haemophilus      TRUE      8</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> Citrobacter         11</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> Hafnia           TRUE      1</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> Haemophilus          8</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> Klebsiella       TRUE     77</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> Acinetobacter        6</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> Lactobacillus    TRUE      1</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> Morganella           6</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">11</span> Leuconostoc      TRUE      1</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">11</span> Pantoea              4</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">12</span> Morganella       TRUE      6</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">12</span> Salmonella           3</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">13</span> Neisseria        TRUE      2</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">13</span> Neisseria            2</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">14</span> Pantoea          TRUE      4</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">14</span> Stenotrophomonas     2</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">15</span> Proteus          TRUE     39</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">15</span> Campylobacter        1</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">16</span> Pseudescherichia TRUE      1</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">16</span> Enterococcus         1</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">17</span> Pseudomonas      TRUE     30</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">17</span> Hafnia               1</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">18</span> Salmonella       TRUE      3</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">18</span> Lactobacillus        1</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">19</span> Serratia         TRUE     25</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">19</span> Leuconostoc          1</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">20</span> Stenotrophomonas TRUE      2</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">20</span> Pseudescherichia     1</span>
 <span class="r-in"><span></span></span>
 <span class="r-in"><span></span></span>
 <span class="r-in"><span><span class="co"># get a list with the complete taxonomy (from kingdom to subspecies)</span></span></span>
--- 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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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] 0.125  64     16     128    256    0.0625 8      0.125  0.025  0.0625</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 0.01    1       0.025   4       2       256     0.125   0.005   0.0625 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [11] 2      16     0.002  16     0.002  64     0.25   256    0.01   256   </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [10] 4       0.005   64      1       16      0.5     &lt;=0.002 0.5     0.005  </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [21] 2      2      0.001  8      32    </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [19] 0.005   16      16      128     0.01    16      &lt;=0.002</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] 46 49 33 49 40 41 18 50 25 50 48 50 40 32 15 46 29 13 12 11 45 25 35 16  6</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 49 25 17 40 42 40 37 45  6 46 13  6 48 38 38 28 46 14 40  9 19 41 41 40 43</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 I I I I I I R R S S I I S S S R R S S S R S S</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] S S R R R R I S I I S R I S S R I S S R S R I R S</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    &lt;=0.001 0.0625  0.025   0.002   8       0.125   0.5     2      </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 0.5     32      4       4       0.002   8       2       0.025   &lt;=0.001</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [10] 0.25    0.002   64      &gt;=128   0.5     0.5     0.125   0.002   1      </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [10] 0.25    128     0.002   16      32      0.125   16      0.5     4      </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [19] 0.005   0.125   0.125   &gt;=128   0.005   32      0.0625 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [19] 256     16      0.0625  &lt;=0.001 0.5     256     32     </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] 2  2  1  4  32 4  4  16 16 8  32 8  8  2  32 4  16 16 8  4  32 2  2  8  4 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 8    &gt;=16 &gt;=16 &gt;=16 &gt;=16 2    &lt;=1  8    8    4    8    &lt;=1  4    &lt;=1  &lt;=1 </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> [16] &gt;=16 &gt;=16 &lt;=1  &lt;=1  8    8    4    2    4    8   </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] 2        0.5      1        &lt;=0.0625 &lt;=0.0625 0.25     &gt;=4      0.25    </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 4       0.5     0.0625  4       &gt;=16    1       0.5     0.5     0.0625 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [9] &gt;=4      0.125    2        &gt;=4      &gt;=4      1        0.25     &gt;=4     </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [10] 4       0.25    0.25    0.0625  8       4       8       0.25    8      </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [17] &gt;=4      1        &lt;=0.0625 2        &lt;=0.0625 2        0.25     &lt;=0.0625</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [19] 0.25    4       1       &gt;=16    &lt;=0.025 4       &lt;=0.025</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> [25] 0.125   </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] 49 49 35 45 22 50 22 25 39 40 19 48 29 50 46 22 46 50 17 11 35 11 26 45 24</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 21 37 33 13 16 25 34 10 46 40 48 31 42 13 33 30  9 24 15 41 20 22 43 45 42</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] 11 11 13 12 11 12 15 14 12 13 15 16 15 14 12 11 12 14 12 13 15 14 14 16 15</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 13 17 15 16 16 11 16 14 15 13 12 13 13 14 14 16 13 16 14 17 13 15 11 17 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] 17 19 16 17 26 19 19 19 24 26 19 21 15 21 16 27 23 16 18 26 27 16 25 15 22</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 18 20 17 22 27 15 22 15 18 25 20 19 22 19 15 23 15 19 27 17 23 15 16 15 21</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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] 0.006928006</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.02820659</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="">1.8.2.9006</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9007</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