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<a class="navbar-brand me-2" href="https://msberends.github.io/AMR/index.html">AMR (for R)</a>
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<a class="navbar-brand me-2" href="index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9115</small>
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@ -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="">1.8.2.9115</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9118</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -178,7 +178,7 @@
<h4 data-toc-skip class="author">Dr. Matthijs
Berends</h4>
<h4 data-toc-skip class="date">10 February 2023</h4>
<h4 data-toc-skip class="date">11 February 2023</h4>
<small class="dont-index">Source: <a href="https://github.com/msberends/AMR/blob/HEAD/vignettes/AMR.Rmd" class="external-link"><code>vignettes/AMR.Rmd</code></a></small>
<div class="d-none name"><code>AMR.Rmd</code></div>
@ -190,7 +190,7 @@ Berends</h4>
website update since they are based on randomly created values and the
page was written in <a href="https://rmarkdown.rstudio.com/" class="external-link">R
Markdown</a>. However, the methodology remains unchanged. This page was
generated on 10 February 2023.</p>
generated on 11 February 2023.</p>
<div class="section level2">
<h2 id="introduction">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
</h2>
@ -246,21 +246,21 @@ make the structure of your data generally look like this:</p>
</tr></thead>
<tbody>
<tr class="odd">
<td align="center">2023-02-10</td>
<td align="center">2023-02-11</td>
<td align="center">abcd</td>
<td align="center">Escherichia coli</td>
<td align="center">S</td>
<td align="center">S</td>
</tr>
<tr class="even">
<td align="center">2023-02-10</td>
<td align="center">2023-02-11</td>
<td align="center">abcd</td>
<td align="center">Escherichia coli</td>
<td align="center">S</td>
<td align="center">R</td>
</tr>
<tr class="odd">
<td align="center">2023-02-10</td>
<td align="center">2023-02-11</td>
<td align="center">efgh</td>
<td align="center">Escherichia coli</td>
<td align="center">R</td>
@ -411,71 +411,71 @@ data set:</p>
</tr></thead>
<tbody>
<tr class="odd">
<td align="center">2010-12-30</td>
<td align="center">O7</td>
<td align="center">2012-01-10</td>
<td align="center">X7</td>
<td align="center">Hospital B</td>
<td align="center">Escherichia coli</td>
<td align="center">R</td>
<td align="center">I</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">F</td>
</tr>
<tr class="even">
<td align="center">2017-01-11</td>
<td align="center">D6</td>
<td align="center">Hospital D</td>
<td align="center">Staphylococcus aureus</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">M</td>
</tr>
<tr class="odd">
<td align="center">2013-10-15</td>
<td align="center">Y7</td>
<td align="center">Hospital B</td>
<td align="center">Staphylococcus aureus</td>
<td align="center">I</td>
<td align="center">I</td>
<td align="center">R</td>
<td align="center">I</td>
<td align="center">F</td>
</tr>
<tr class="even">
<td align="center">2016-09-08</td>
<td align="center">K1</td>
<td align="center">2014-07-13</td>
<td align="center">B3</td>
<td align="center">Hospital B</td>
<td align="center">Escherichia coli</td>
<td align="center">I</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">I</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">M</td>
</tr>
<tr class="odd">
<td align="center">2010-07-19</td>
<td align="center">W2</td>
<td align="center">2017-10-17</td>
<td align="center">C2</td>
<td align="center">Hospital B</td>
<td align="center">Escherichia coli</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">I</td>
<td align="center">S</td>
<td align="center">M</td>
</tr>
<tr class="even">
<td align="center">2010-11-25</td>
<td align="center">H4</td>
<td align="center">Hospital D</td>
<td align="center">Klebsiella pneumoniae</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">I</td>
<td align="center">F</td>
</tr>
<tr class="even">
<td align="center">2016-09-29</td>
<td align="center">O10</td>
<td align="center">Hospital B</td>
<td align="center">Escherichia coli</td>
<td align="center">R</td>
<td align="center">I</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">I</td>
<td align="center">F</td>
</tr>
<tr class="odd">
<td align="center">2015-11-01</td>
<td align="center">M1</td>
<td align="center">Hospital B</td>
<td align="center">Escherichia coli</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">I</td>
<td align="center">M</td>
</tr>
<tr class="even">
<td align="center">2013-03-20</td>
<td align="center">T1</td>
<td align="center">Hospital B</td>
<td align="center">Escherichia coli</td>
<td align="center">I</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">F</td>
</tr>
</tbody>
</table>
<p>Now, let’s start the cleaning and the analysis!</p>
@ -510,18 +510,18 @@ Longest: 1</p>
<tr class="odd">
<td align="left">1</td>
<td align="left">M</td>
<td align="right">10,479</td>
<td align="right">52.40%</td>
<td align="right">10,479</td>
<td align="right">52.4%</td>
<td align="right">10,273</td>
<td align="right">51.37%</td>
<td align="right">10,273</td>
<td align="right">51.37%</td>
</tr>
<tr class="even">
<td align="left">2</td>
<td align="left">F</td>
<td align="right">9,521</td>
<td align="right">47.61%</td>
<td align="right">9,727</td>
<td align="right">48.64%</td>
<td align="right">20,000</td>
<td align="right">100.0%</td>
<td align="right">100.00%</td>
</tr>
</tbody>
</table>
@ -632,7 +632,7 @@ takes into account the antimicrobial susceptibility test results using
<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 12,291 'phenotype-based' first isolates (61.5% of total where a</span></span>
<span><span class="co"># =&gt; Found 12,300 'phenotype-based' first isolates (61.5% of total where a</span></span>
<span><span class="co"># microbial ID was available)</span></span></code></pre></div>
<p>So only 61.5% 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
@ -644,11 +644,11 @@ on it with the <code><a href="https://dplyr.tidyverse.org/reference/filter.html"
<div class="sourceCode" id="cb16"><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="../reference/first_isolate.html">filter_first_isolate</a></span><span class="op">(</span><span class="op">)</span></span></code></pre></div>
<p>So we end up with 12 291 isolates for analysis. Now our data looks
<p>So we end up with 12 300 isolates for analysis. Now our data looks
like:</p>
<div class="sourceCode" id="cb17"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/head.html" class="external-link">head</a></span><span class="op">(</span><span class="va">data_1st</span><span class="op">)</span></span></code></pre></div>
<table class="table">
<table style="width:100%;" class="table">
<colgroup>
<col width="2%">
<col width="9%">
@ -661,7 +661,7 @@ like:</p>
<col width="3%">
<col width="6%">
<col width="11%">
<col width="11%">
<col width="12%">
<col width="9%">
<col width="5%">
</colgroup>
@ -683,48 +683,48 @@ like:</p>
</tr></thead>
<tbody>
<tr class="odd">
<td align="left">4</td>
<td align="center">2016-09-29</td>
<td align="center">O10</td>
<td align="center">Hospital B</td>
<td align="center">B_ESCHR_COLI</td>
<td align="left">2</td>
<td align="center">2017-01-11</td>
<td align="center">D6</td>
<td align="center">Hospital D</td>
<td align="center">B_STPHY_AURS</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">I</td>
<td align="center">S</td>
<td align="center">I</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">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="even">
<td align="left">5</td>
<td align="center">2015-11-01</td>
<td align="center">M1</td>
<td align="center">Hospital B</td>
<td align="left">10</td>
<td align="center">2011-03-19</td>
<td align="center">U9</td>
<td align="center">Hospital D</td>
<td align="center">B_ESCHR_COLI</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">I</td>
<td align="center">M</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="odd">
<td align="left">9</td>
<td align="center">2011-03-28</td>
<td align="center">W6</td>
<td align="left">11</td>
<td align="center">2010-12-27</td>
<td align="center">A2</td>
<td align="center">Hospital C</td>
<td align="center">B_ESCHR_COLI</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">F</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>
@ -732,14 +732,14 @@ like:</p>
</tr>
<tr class="even">
<td align="left">12</td>
<td align="center">2016-01-01</td>
<td align="center">J2</td>
<td align="center">2012-12-11</td>
<td align="center">I9</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">I</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">M</td>
<td align="center">Gram-negative</td>
<td align="center">Klebsiella</td>
@ -747,35 +747,35 @@ like:</p>
<td align="center">TRUE</td>
</tr>
<tr class="odd">
<td align="left">14</td>
<td align="center">2013-09-11</td>
<td align="center">C2</td>
<td align="left">13</td>
<td align="center">2015-07-02</td>
<td align="center">Y10</td>
<td align="center">Hospital D</td>
<td align="center">B_ESCHR_COLI</td>
<td align="center">B_STPHY_AURS</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">I</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">16</td>
<td align="center">2017-06-17</td>
<td align="center">W2</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">I</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">Staphylococcus</td>
<td align="center">aureus</td>
<td align="center">TRUE</td>
</tr>
<tr class="even">
<td align="left">15</td>
<td align="center">2015-08-12</td>
<td align="center">V4</td>
<td align="center">Hospital B</td>
<td align="center">B_STPHY_AURS</td>
<td align="center">R</td>
<td align="center">I</td>
<td align="center">R</td>
<td align="center">I</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>
</tbody>
@ -811,8 +811,8 @@ readable:</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://msberends.github.io/cleaner/reference/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: 12,291<br>
Available: 12,291 (100%, NA: 0 = 0%)<br>
Length: 12,300<br>
Available: 12,300 (100%, NA: 0 = 0%)<br>
Unique: 4</p>
<p>Shortest: 16<br>
Longest: 24</p>
@ -837,33 +837,33 @@ Longest: 24</p>
<tr class="odd">
<td align="left">1</td>
<td align="left">Escherichia coli</td>
<td align="right">5,932</td>
<td align="right">48.26%</td>
<td align="right">5,932</td>
<td align="right">48.26%</td>
<td align="right">5,826</td>
<td align="right">47.37%</td>
<td align="right">5,826</td>
<td align="right">47.37%</td>
</tr>
<tr class="even">
<td align="left">2</td>
<td align="left">Staphylococcus aureus</td>
<td align="right">3,234</td>
<td align="right">26.31%</td>
<td align="right">9,166</td>
<td align="right">74.57%</td>
<td align="right">3,233</td>
<td align="right">26.28%</td>
<td align="right">9,059</td>
<td align="right">73.65%</td>
</tr>
<tr class="odd">
<td align="left">3</td>
<td align="left">Streptococcus pneumoniae</td>
<td align="right">1,831</td>
<td align="right">14.90%</td>
<td align="right">10,997</td>
<td align="right">89.47%</td>
<td align="right">1,875</td>
<td align="right">15.24%</td>
<td align="right">10,934</td>
<td align="right">88.89%</td>
</tr>
<tr class="even">
<td align="left">4</td>
<td align="left">Klebsiella pneumoniae</td>
<td align="right">1,294</td>
<td align="right">10.53%</td>
<td align="right">12,291</td>
<td align="right">1,366</td>
<td align="right">11.11%</td>
<td align="right">12,300</td>
<td align="right">100.00%</td>
</tr>
</tbody>
@ -884,14 +884,14 @@ antibiotic class they are in:</p>
<col width="9%">
<col width="9%">
<col width="9%">
<col width="11%">
<col width="10%">
<col width="3%">
<col width="3%">
<col width="3%">
<col width="3%">
<col width="6%">
<col width="11%">
<col width="11%">
<col width="12%">
<col width="9%">
<col width="5%">
</colgroup>
@ -912,86 +912,71 @@ antibiotic class they are in:</p>
</tr></thead>
<tbody>
<tr class="odd">
<td align="center">2011-03-28</td>
<td align="center">W6</td>
<td align="center">Hospital C</td>
<td align="center">B_ESCHR_COLI</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">F</td>
<td align="center">Gram-negative</td>
<td align="center">Escherichia</td>
<td align="center">coli</td>
<td align="center">TRUE</td>
</tr>
<tr class="even">
<td align="center">2017-06-17</td>
<td align="center">W2</td>
<td align="center">2012-12-11</td>
<td align="center">I9</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">I</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">2015-08-02</td>
<td align="center">T7</td>
<td align="center">Hospital B</td>
<td align="center">B_ESCHR_COLI</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">F</td>
<td align="center">Gram-negative</td>
<td align="center">Escherichia</td>
<td align="center">coli</td>
<td align="center">TRUE</td>
</tr>
<tr class="even">
<td align="center">2012-04-29</td>
<td align="center">Q6</td>
<td align="center">Hospital D</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">R</td>
<td align="center">F</td>
<td align="center">Gram-negative</td>
<td align="center">Escherichia</td>
<td align="center">coli</td>
<td align="center">TRUE</td>
</tr>
<tr class="odd">
<td align="center">2014-12-09</td>
<td align="center">E7</td>
<td align="center">Hospital B</td>
<td align="center">B_STRPT_PNMN</td>
<td align="center">B_KLBSL_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">M</td>
<td align="center">Gram-positive</td>
<td align="center">Streptococcus</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="center">2010-08-29</td>
<td align="center">N8</td>
<td align="center">2015-07-02</td>
<td align="center">Y10</td>
<td align="center">Hospital D</td>
<td align="center">B_STPHY_AURS</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">R</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="center">2012-09-28</td>
<td align="center">N1</td>
<td align="center">Hospital D</td>
<td align="center">B_ESCHR_COLI</td>
<td align="center">R</td>
<td align="center">I</td>
<td align="center">I</td>
<td align="center">R</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="center">2011-07-31</td>
<td align="center">K9</td>
<td align="center">Hospital B</td>
<td align="center">B_ESCHR_COLI</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">I</td>
<td align="center">R</td>
<td align="center">M</td>
<td align="center">Gram-negative</td>
<td align="center">Escherichia</td>
<td align="center">coli</td>
<td align="center">TRUE</td>
</tr>
<tr class="odd">
<td align="center">2012-06-02</td>
<td align="center">V9</td>
<td align="center">Hospital D</td>
<td align="center">B_ESCHR_COLI</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">I</td>
<td align="center">R</td>
@ -1001,6 +986,21 @@ antibiotic class they are in:</p>
<td align="center">coli</td>
<td align="center">TRUE</td>
</tr>
<tr class="even">
<td align="center">2012-02-06</td>
<td align="center">M7</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">I</td>
<td align="center">R</td>
<td align="center">M</td>
<td align="center">Gram-positive</td>
<td align="center">Streptococcus</td>
<td align="center">pneumoniae</td>
<td align="center">TRUE</td>
</tr>
</tbody>
</table>
<p>If you want to get a quick glance of the number of isolates in
@ -1012,7 +1012,6 @@ different bug/drug combinations, you can use the
<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="op">)</span> <span class="co"># show first 6 rows</span></span></code></pre></div>
<table class="table">
<thead><tr class="header">
<th align="left"></th>
<th align="center">mo</th>
<th align="center">ab</th>
<th align="center">S</th>
@ -1022,58 +1021,52 @@ different bug/drug combinations, you can use the
</tr></thead>
<tbody>
<tr class="odd">
<td align="left">2</td>
<td align="center">E. coli</td>
<td align="center">AMC</td>
<td align="center">2766</td>
<td align="center">1182</td>
<td align="center">1984</td>
<td align="center">5932</td>
<td align="center">S</td>
<td align="center">1489</td>
<td align="center">1236</td>
<td align="center">3101</td>
<td align="center">5826</td>
</tr>
<tr class="even">
<td align="left">1</td>
<td align="center">E. coli</td>
<td align="center">AMX</td>
<td align="center">1503</td>
<td align="center">1271</td>
<td align="center">3158</td>
<td align="center">5932</td>
<td align="center">S1</td>
<td align="center">2720</td>
<td align="center">1160</td>
<td align="center">1946</td>
<td align="center">5826</td>
</tr>
<tr class="odd">
<td align="left">3</td>
<td align="center">E. coli</td>
<td align="center">CIP</td>
<td align="center">2090</td>
<td align="center">1798</td>
<td align="center">2044</td>
<td align="center">5932</td>
<td align="center">S2</td>
<td align="center">1974</td>
<td align="center">1845</td>
<td align="center">2007</td>
<td align="center">5826</td>
</tr>
<tr class="even">
<td align="left">4</td>
<td align="center">E. coli</td>
<td align="center">GEN</td>
<td align="center">2053</td>
<td align="center">1791</td>
<td align="center">2088</td>
<td align="center">5932</td>
<td align="center">S3</td>
<td align="center">2027</td>
<td align="center">1830</td>
<td align="center">1969</td>
<td align="center">5826</td>
</tr>
<tr class="odd">
<td align="left">6</td>
<td align="center">K. pneumoniae</td>
<td align="center">AMC</td>
<td align="center">590</td>
<td align="center">264</td>
<td align="center">440</td>
<td align="center">1294</td>
<td align="center">S</td>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">1366</td>
<td align="center">1366</td>
</tr>
<tr class="even">
<td align="left">5</td>
<td align="center">K. pneumoniae</td>
<td align="center">AMX</td>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">1294</td>
<td align="center">1294</td>
<td align="center">S1</td>
<td align="center">570</td>
<td align="center">310</td>
<td align="center">486</td>
<td align="center">1366</td>
</tr>
</tbody>
</table>
@ -1094,35 +1087,35 @@ different bug/drug combinations, you can use the
<tbody>
<tr class="odd">
<td align="center">E. coli</td>
<td align="center">GEN</td>
<td align="center">2053</td>
<td align="center">1791</td>
<td align="center">2088</td>
<td align="center">5932</td>
<td align="center">S</td>
<td align="center">2027</td>
<td align="center">1830</td>
<td align="center">1969</td>
<td align="center">5826</td>
</tr>
<tr class="even">
<td align="center">K. pneumoniae</td>
<td align="center">GEN</td>
<td align="center">443</td>
<td align="center">418</td>
<td align="center">433</td>
<td align="center">1294</td>
<td align="center">S</td>
<td align="center">501</td>
<td align="center">402</td>
<td align="center">463</td>
<td align="center">1366</td>
</tr>
<tr class="odd">
<td align="center">S. aureus</td>
<td align="center">GEN</td>
<td align="center">1084</td>
<td align="center">1013</td>
<td align="center">1137</td>
<td align="center">3234</td>
<td align="center">S</td>
<td align="center">1155</td>
<td align="center">992</td>
<td align="center">1086</td>
<td align="center">3233</td>
</tr>
<tr class="even">
<td align="center">S. pneumoniae</td>
<td align="center">GEN</td>
<td align="center">S</td>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">1831</td>
<td align="center">1831</td>
<td align="center">1875</td>
<td align="center">1875</td>
</tr>
</tbody>
</table>
@ -1154,7 +1147,7 @@ I (<code><a href="../reference/proportion.html">proportion_SI()</a></code>, equa
own:</p>
<div class="sourceCode" id="cb25"><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] 0.5826214</span></span></code></pre></div>
<span><span class="co"># [1] 0.59</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="cb26"><pre class="downlit sourceCode r">
@ -1169,19 +1162,19 @@ own:</p>
<tbody>
<tr class="odd">
<td align="center">Hospital A</td>
<td align="center">0.5758659</td>
<td align="center">0.5931973</td>
</tr>
<tr class="even">
<td align="center">Hospital B</td>
<td align="center">0.5828610</td>
<td align="center">0.5891020</td>
</tr>
<tr class="odd">
<td align="center">Hospital C</td>
<td align="center">0.5882029</td>
<td align="center">0.5969416</td>
</tr>
<tr class="even">
<td align="center">Hospital D</td>
<td align="center">0.5881384</td>
<td align="center">0.5818110</td>
</tr>
</tbody>
</table>
@ -1206,23 +1199,23 @@ all isolates available for every group (i.e. values S, I or R):</p>
<tbody>
<tr class="odd">
<td align="center">Hospital A</td>
<td align="center">0.5758659</td>
<td align="center">3638</td>
<td align="center">0.5931973</td>
<td align="center">3675</td>
</tr>
<tr class="even">
<td align="center">Hospital B</td>
<td align="center">0.5828610</td>
<td align="center">4411</td>
<td align="center">0.5891020</td>
<td align="center">4276</td>
</tr>
<tr class="odd">
<td align="center">Hospital C</td>
<td align="center">0.5882029</td>
<td align="center">1814</td>
<td align="center">0.5969416</td>
<td align="center">1831</td>
</tr>
<tr class="even">
<td align="center">Hospital D</td>
<td align="center">0.5881384</td>
<td align="center">2428</td>
<td align="center">0.5818110</td>
<td align="center">2518</td>
</tr>
</tbody>
</table>
@ -1247,27 +1240,27 @@ therapies very easily:</p>
<tbody>
<tr class="odd">
<td align="center">Escherichia</td>
<td align="center">0.6655428</td>
<td align="center">0.6480108</td>
<td align="center">0.8833446</td>
<td align="center">0.6659801</td>
<td align="center">0.6620323</td>
<td align="center">0.8884312</td>
</tr>
<tr class="even">
<td align="center">Klebsiella</td>
<td align="center">0.6599691</td>
<td align="center">0.6653787</td>
<td align="center">0.8802164</td>
<td align="center">0.6442167</td>
<td align="center">0.6610542</td>
<td align="center">0.8755490</td>
</tr>
<tr class="odd">
<td align="center">Staphylococcus</td>
<td align="center">0.6719233</td>
<td align="center">0.6484230</td>
<td align="center">0.8862090</td>
<td align="center">0.6523353</td>
<td align="center">0.6640891</td>
<td align="center">0.8892669</td>
</tr>
<tr class="even">
<td align="center">Streptococcus</td>
<td align="center">0.4729656</td>
<td align="center">0.4650667</td>
<td align="center">0.0000000</td>
<td align="center">0.4729656</td>
<td align="center">0.4650667</td>
</tr>
</tbody>
</table>
@ -1295,23 +1288,23 @@ classes, use a antibiotic class selector such as
<tbody>
<tr class="odd">
<td align="left">Hospital A</td>
<td align="right">57.6%</td>
<td align="right">36.5%</td>
<td align="right">59.3%</td>
<td align="right">37.6%</td>
</tr>
<tr class="even">
<td align="left">Hospital B</td>
<td align="right">58.3%</td>
<td align="right">36.2%</td>
<td align="right">58.9%</td>
<td align="right">37.3%</td>
</tr>
<tr class="odd">
<td align="left">Hospital C</td>
<td align="right">58.8%</td>
<td align="right">36.3%</td>
<td align="right">59.7%</td>
<td align="right">36.4%</td>
</tr>
<tr class="even">
<td align="left">Hospital D</td>
<td align="right">58.8%</td>
<td align="right">35.7%</td>
<td align="right">58.2%</td>
<td align="right">36.3%</td>
</tr>
</tbody>
</table>
@ -1427,18 +1420,16 @@ classes) <code>&lt;mic&gt;</code> and <code>&lt;disk&gt;</code>:</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 'mic'</span></span>
<span><span class="co"># [1] 0.005 2 2 128 8 0.01 0.005 0.25 2 </span></span>
<span><span class="co"># [10] 8 256 0.125 256 0.002 0.0625 0.025 8 16 </span></span>
<span><span class="co"># [19] 0.002 0.5 0.25 256 16 2 0.002 0.01 0.01 </span></span>
<span><span class="co"># [28] 1 256 2 64 0.002 128 8 2 128 </span></span>
<span><span class="co"># [37] 0.002 4 0.025 32 8 0.125 32 0.5 8 </span></span>
<span><span class="co"># [46] 0.125 0.5 128 0.005 0.005 0.5 2 &lt;=0.001 0.025 </span></span>
<span><span class="co"># [55] 0.002 0.0625 1 32 0.125 64 0.002 0.025 0.01 </span></span>
<span><span class="co"># [64] 32 8 0.01 4 0.125 0.125 64 0.5 0.0625 </span></span>
<span><span class="co"># [73] 1 256 1 32 16 0.0625 1 16 64 </span></span>
<span><span class="co"># [82] 0.125 0.002 16 0.0625 128 32 64 0.0625 64 </span></span>
<span><span class="co"># [91] 2 2 0.005 256 0.25 0.0625 0.01 4 &lt;=0.001</span></span>
<span><span class="co"># [100] 1</span></span></code></pre></div>
<span><span class="co"># [1] 4 0.5 0.0625 0.25 64 0.025 0.002 128 0.25 16 </span></span>
<span><span class="co"># [11] 0.0625 0.002 32 32 64 &gt;=256 0.005 0.25 32 2 </span></span>
<span><span class="co"># [21] 4 0.002 0.01 128 &gt;=256 0.0625 2 0.002 4 0.001 </span></span>
<span><span class="co"># [31] 4 8 128 0.001 0.0625 32 0.01 0.002 64 16 </span></span>
<span><span class="co"># [41] 8 16 0.25 0.25 0.001 64 128 0.025 0.01 2 </span></span>
<span><span class="co"># [51] 0.01 1 0.0625 8 4 8 0.25 128 0.002 0.001 </span></span>
<span><span class="co"># [61] 1 2 0.25 0.5 128 0.125 0.125 1 0.5 0.001 </span></span>
<span><span class="co"># [71] 0.002 0.002 16 64 0.0625 2 0.0625 0.025 0.5 0.002 </span></span>
<span><span class="co"># [81] 4 &gt;=256 0.01 32 0.025 0.002 0.125 128 8 4 </span></span>
<span><span class="co"># [91] 0.005 4 1 4 128 &gt;=256 0.01 8 128 32</span></span></code></pre></div>
<div class="sourceCode" id="cb36"><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>
@ -1472,10 +1463,10 @@ plotting:</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 'disk'</span></span>
<span><span class="co"># [1] 17 30 22 31 20 25 23 17 24 17 30 26 21 20 28 19 28 29 24 17 29 30 31 27 25</span></span>
<span><span class="co"># [26] 29 21 21 18 25 19 25 22 26 28 18 25 19 24 30 23 22 24 22 22 22 18 24 19 19</span></span>
<span><span class="co"># [51] 17 17 28 29 28 24 20 23 25 29 31 21 31 18 18 18 28 22 18 25 29 24 27 29 23</span></span>
<span><span class="co"># [76] 21 31 17 29 30 24 29 21 29 24 17 28 18 19 31 27 25 26 18 27 27 29 28 25 26</span></span></code></pre></div>
<span><span class="co"># [1] 31 21 27 24 29 23 31 18 22 25 23 27 28 21 26 20 18 30 29 28 25 25 22 17 27</span></span>
<span><span class="co"># [26] 22 26 30 24 25 27 18 28 20 25 30 28 22 22 31 30 27 25 22 26 21 30 31 20 27</span></span>
<span><span class="co"># [51] 31 21 22 19 21 19 29 29 19 31 30 18 18 19 27 18 18 27 29 28 21 23 18 29 20</span></span>
<span><span class="co"># [76] 17 20 18 22 25 21 20 28 26 27 22 19 30 19 18 29 28 29 23 19 21 18 25 19 17</span></span></code></pre></div>
<div class="sourceCode" id="cb42"><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>

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@ -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="">1.8.2.9115</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9118</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

60
articles/MDR.html
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@ -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="">1.8.2.9115</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9118</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -385,19 +385,19 @@ names or codes, this would have worked exactly the same way:</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 S R R S R R</span></span>
<span><span class="co"># 2 R R I R S R</span></span>
<span><span class="co"># 3 S S R S S S</span></span>
<span><span class="co"># 4 R S S I S S</span></span>
<span><span class="co"># 5 I S S R S R</span></span>
<span><span class="co"># 6 I I S R R R</span></span>
<span><span class="co"># 1 S R I I S I</span></span>
<span><span class="co"># 2 S S S S I R</span></span>
<span><span class="co"># 3 I S R R I S</span></span>
<span><span class="co"># 4 R S S I S R</span></span>
<span><span class="co"># 5 S I S I S I</span></span>
<span><span class="co"># 6 R S R R R S</span></span>
<span><span class="co"># kanamycin</span></span>
<span><span class="co"># 1 R</span></span>
<span><span class="co"># 1 S</span></span>
<span><span class="co"># 2 S</span></span>
<span><span class="co"># 3 S</span></span>
<span><span class="co"># 4 R</span></span>
<span><span class="co"># 5 I</span></span>
<span><span class="co"># 6 R</span></span></code></pre></div>
<span><span class="co"># 3 R</span></span>
<span><span class="co"># 4 S</span></span>
<span><span class="co"># 5 S</span></span>
<span><span class="co"># 6 S</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">
@ -438,40 +438,40 @@ Unique: 5</p>
<tr class="odd">
<td align="left">1</td>
<td align="left">Mono-resistant</td>
<td align="right">3202</td>
<td align="right">64.04%</td>
<td align="right">3202</td>
<td align="right">64.04%</td>
<td align="right">3210</td>
<td align="right">64.20%</td>
<td align="right">3210</td>
<td align="right">64.20%</td>
</tr>
<tr class="even">
<td align="left">2</td>
<td align="left">Negative</td>
<td align="right">1007</td>
<td align="right">20.14%</td>
<td align="right">4209</td>
<td align="right">84.18%</td>
<td align="right">1036</td>
<td align="right">20.72%</td>
<td align="right">4246</td>
<td align="right">84.92%</td>
</tr>
<tr class="odd">
<td align="left">3</td>
<td align="left">Multi-drug-resistant</td>
<td align="right">453</td>
<td align="right">9.06%</td>
<td align="right">4662</td>
<td align="right">93.24%</td>
<td align="right">418</td>
<td align="right">8.36%</td>
<td align="right">4664</td>
<td align="right">93.28%</td>
</tr>
<tr class="even">
<td align="left">4</td>
<td align="left">Poly-resistant</td>
<td align="right">227</td>
<td align="right">4.54%</td>
<td align="right">4889</td>
<td align="right">97.78%</td>
<td align="right">229</td>
<td align="right">4.58%</td>
<td align="right">4893</td>
<td align="right">97.86%</td>
</tr>
<tr class="odd">
<td align="left">5</td>
<td align="left">Extensively drug-resistant</td>
<td align="right">111</td>
<td align="right">2.22%</td>
<td align="right">107</td>
<td align="right">2.14%</td>
<td align="right">5000</td>
<td align="right">100.00%</td>
</tr>

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@ -178,7 +178,7 @@
<h4 data-toc-skip class="author">Dr. Matthijs
Berends</h4>
<h4 data-toc-skip class="date">10 February 2023</h4>
<h4 data-toc-skip class="date">11 February 2023</h4>
<small class="dont-index">Source: <a href="https://github.com/msberends/AMR/blob/HEAD/vignettes/SPSS.Rmd" class="external-link"><code>vignettes/SPSS.Rmd</code></a></small>
<div class="d-none name"><code>SPSS.Rmd</code></div>

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@ -38,7 +38,7 @@
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@ -176,7 +176,7 @@
<main id="main" class="col-md-9"><div class="page-header">
<img src="../logo.svg" class="logo" alt=""><h1>Data sets for download / own use</h1>
<h4 data-toc-skip class="date">10 February 2023</h4>
<h4 data-toc-skip class="date">11 February 2023</h4>
<small class="dont-index">Source: <a href="https://github.com/msberends/AMR/blob/HEAD/vignettes/datasets.Rmd" class="external-link"><code>vignettes/datasets.Rmd</code></a></small>
<div class="d-none name"><code>datasets.Rmd</code></div>

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@ -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="">1.8.2.9115</small>
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@ -206,11 +206,11 @@
<p>This work was published in the Journal of Statistical Software (Volume 104(3); <a href="https://doi.org/10.18637/jss.v104.i03" class="external-link">DOI 10.18637/jss.v104.i03</a>) and formed the basis of two PhD theses (<a href="https://doi.org/10.33612/diss.177417131" class="external-link">DOI 10.33612/diss.177417131</a> and <a href="https://doi.org/10.33612/diss.192486375" class="external-link">DOI 10.33612/diss.192486375</a>).</p>
<p>After installing this package, R knows <a href="./reference/microorganisms.html"><strong>~52,000 distinct microbial species</strong></a> (updated December 2022) and all <a href="./reference/antibiotics.html"><strong>~600 antibiotic, antimycotic and antiviral drugs</strong></a> by name and code (including ATC, EARS-Net, ASIARS-Net, PubChem, LOINC and SNOMED CT), and knows all about valid SIR and MIC values. The integral breakpoint guidelines from CLSI and EUCAST are included from the last 10 years. It supports and can read any data format, including WHONET data. This package works on Windows, macOS and Linux with all versions of R since R-3.0 (April 2013). <strong>It was designed to work in any setting, including those with very limited resources</strong>. It was created for both routine data analysis and academic research at the Faculty of Medical Sciences of the <a href="https://www.rug.nl" class="external-link">University of Groningen</a>, in collaboration with non-profit organisations <a href="https://www.certe.nl" class="external-link">Certe Medical Diagnostics and Advice Foundation</a> and <a href="https://www.umcg.nl" class="external-link">University Medical Center Groningen</a>.</p>
<div class="section level5">
<h5 id="used-in-175-countries-translated-to-16-languages">Used in 175 countries, translated to 16 languages<a class="anchor" aria-label="anchor" href="#used-in-175-countries-translated-to-16-languages"></a>
<h5 id="used-in-over-175-countries-translated-into-20-languages">Used in over 175 countries, translated into 20 languages<a class="anchor" aria-label="anchor" href="#used-in-over-175-countries-translated-into-20-languages"></a>
</h5>
<p><a href="./countries_large.png"><img src="./countries.png" target="_blank" align="right" style="max-width: 300px;"></a></p>
<p>Since its first public release in early 2018, this R package has been used in almost all countries in the world. Click the map to enlarge and to see the country names.</p>
<p>With the help of contributors from all corners of the world, the <code>AMR</code> package is available in <img src="lang_en.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> English, <img src="lang_zh.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Chinese, <img src="lang_da.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Danish, <img src="lang_nl.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Dutch, <img src="lang_fr.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> French, <img src="lang_de.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> German, <img src="lang_el.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Greek, <img src="lang_it.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Italian, <img src="lang_ja.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Japanese, <img src="lang_pl.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Polish, <img src="lang_pt.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Portuguese, <img src="lang_ru.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Russian, <img src="lang_es.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Spanish, <img src="lang_sv.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Swedish, <img src="lang_tr.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Turkish, and <img src="lang_uk.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Ukrainian. Antimicrobial drug (group) names and colloquial microorganism names are provided in these languages.</p>
<p>With the help of contributors from all corners of the world, the <code>AMR</code> package is available in <img src="lang_en.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> English, <img src="lang_cs.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Czech, <img src="lang_zh.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Chinese, <img src="lang_da.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Danish, <img src="lang_nl.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Dutch, <img src="lang_fi.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Finnish, <img src="lang_fr.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> French, <img src="lang_de.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> German, <img src="lang_el.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Greek, <img src="lang_it.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Italian, <img src="lang_ja.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Japanese, <img src="lang_pl.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Polish, <img src="lang_pt.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Portuguese, <img src="lang_ru.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Russian, <img src="lang_es.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Spanish, <img src="lang_sv.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Swedish, <img src="lang_tr.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Turkish, and <img src="lang_uk.svg" style="height: 13px !important; border: 1px solid #cccccc; vertical-align: initial !important;"> Ukrainian. Antimicrobial drug (group) names and colloquial microorganism names are provided in these languages.</p>
</div>
</div>
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@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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@ -142,7 +142,7 @@
</div>
<div class="section level2">
<h2 class="pkg-version" data-toc-text="1.8.2.9115" id="amr-1829115">AMR 1.8.2.9115<a class="anchor" aria-label="anchor" href="#amr-1829115"></a></h2>
<h2 class="pkg-version" data-toc-text="1.8.2.9118" id="amr-1829118">AMR 1.8.2.9118<a class="anchor" aria-label="anchor" href="#amr-1829118"></a></h2>
<p><em>(this beta version will eventually become v2.0! We’re happy to reach a new major milestone soon!)</em></p>
<p>This is a new major release of the AMR package, with great new additions but also some breaking changes for current users. These are all listed below.</p>
<p><strong><a href="https://en.wikipedia.org/wiki/TL;DR" class="external-link">TL;DR</a></strong></p>
@ -153,34 +153,34 @@
<li>Much increased algorithms to translate user input to valid taxonomy, e.g. by using <a href="https://doi.org/10.1099/mic.0.001269" class="external-link">recent scientific work</a> about per-species human pathogenicity</li>
<li>20 new antibiotics added and updated all DDDs and ATC codes</li>
<li>Extended support for antiviral agents (<code>antivirals</code> data set), with many new functions</li>
<li>Now available in 16 languages</li>
<li>Now available in 20 languages</li>
<li>Many small bug fixes</li>
</ul><div class="section level3">
<h3 id="new-1-8-2-9115">New<a class="anchor" aria-label="anchor" href="#new-1-8-2-9115"></a></h3>
<h3 id="new-1-8-2-9118">New<a class="anchor" aria-label="anchor" href="#new-1-8-2-9118"></a></h3>
<div class="section level4">
<h4 id="sir-vs-rsi-1-8-2-9115">SIR vs. RSI<a class="anchor" aria-label="anchor" href="#sir-vs-rsi-1-8-2-9115"></a></h4>
<h4 id="sir-vs-rsi-1-8-2-9118">SIR vs. RSI<a class="anchor" aria-label="anchor" href="#sir-vs-rsi-1-8-2-9118"></a></h4>
<p>For this milestone version, we replaced all mentions of RSI with SIR, to comply with what is actually being commonly used in the field of clinical microbiology when it comes to this tri-form regarding AMR.</p>
<p>While existing functions such as <code><a href="../reference/AMR-deprecated.html">as.rsi()</a></code>, <code><a href="../reference/AMR-deprecated.html">rsi_df()</a></code> and <code><a href="../reference/AMR-deprecated.html">ggplot_rsi()</a></code> still work, their replacements <code><a href="../reference/as.sir.html">as.sir()</a></code>, <code><a href="../reference/proportion.html">sir_df()</a></code>, <code><a href="../reference/ggplot_sir.html">ggplot_sir()</a></code> are now the current functions for AMR data analysis. A warning will be thrown once a session to remind users about this. The data set <code>rsi_translation</code> is now called <code>clinical_breakpoints</code> to better reflect its content.</p>
<p>The ‘RSI functions’ will be removed in a future version, but not before late 2023 / early 2024.</p>
</div>
<div class="section level4">
<h4 id="new-antibiogram-function-1-8-2-9115">New antibiogram function<a class="anchor" aria-label="anchor" href="#new-antibiogram-function-1-8-2-9115"></a></h4>
<h4 id="new-antibiogram-function-1-8-2-9118">New antibiogram function<a class="anchor" aria-label="anchor" href="#new-antibiogram-function-1-8-2-9118"></a></h4>
<p>With the new <code><a href="../reference/antibiogram.html">antibiogram()</a></code> function, users can now generate traditional, combined, syndromic, and even weighted-incidence syndromic combination antibiograms (WISCA). With this, we follow the logic in the previously described work of Klinker <em>et al.</em> (2021, DOI <a href="https://doi.org/10.1177/20499361211011373" class="external-link">10.1177/20499361211011373</a>) and Barbieri <em>et al.</em> (2021, DOI <a href="https://doi.org/10.1186/s13756-021-00939-2" class="external-link">10.1186/s13756-021-00939-2</a>).</p>
<p>The help page for <code><a href="../reference/antibiogram.html">antibiogram()</a></code> extensively elaborates on use cases, and <code><a href="../reference/antibiogram.html">antibiogram()</a></code> also supports printing in R Markdown and Quarto, with support for 16 languages.</p>
<p>The help page for <code><a href="../reference/antibiogram.html">antibiogram()</a></code> extensively elaborates on use cases, and <code><a href="../reference/antibiogram.html">antibiogram()</a></code> also supports printing in R Markdown and Quarto, with support for 20 languages.</p>
<p>Furthermore, different plotting methods were implemented to allow for graphical visualisations as well.</p>
</div>
<div class="section level4">
<h4 id="interpretation-of-mic-and-disk-diffusion-values-1-8-2-9115">Interpretation of MIC and disk diffusion values<a class="anchor" aria-label="anchor" href="#interpretation-of-mic-and-disk-diffusion-values-1-8-2-9115"></a></h4>
<h4 id="interpretation-of-mic-and-disk-diffusion-values-1-8-2-9118">Interpretation of MIC and disk diffusion values<a class="anchor" aria-label="anchor" href="#interpretation-of-mic-and-disk-diffusion-values-1-8-2-9118"></a></h4>
<p>The clinical breakpoints and intrinsic resistance of EUCAST 2022 and CLSI 2022 have been added for <code><a href="../reference/as.sir.html">as.sir()</a></code>. EUCAST 2022 (v12.0) is now the new default guideline for all MIC and disks diffusion interpretations, and for <code><a href="../reference/eucast_rules.html">eucast_rules()</a></code> to apply EUCAST Expert Rules. The default guideline (EUCAST) can now be changed with the new <code>AMR_guideline</code> option, such as: <code>options(AMR_guideline = "CLSI 2020")</code>.</p>
<p>Interpretation guidelines older than 10 years were removed, the oldest now included guidelines of EUCAST and CLSI are from 2013.</p>
</div>
<div class="section level4">
<h4 id="supported-languages-1-8-2-9115">Supported languages<a class="anchor" aria-label="anchor" href="#supported-languages-1-8-2-9115"></a></h4>
<p>We added support for the following languages: Chinese, Greek, Japanese, Polish, Turkish and Ukrainian. All antibiotic names are now available in these languages, and the AMR package will automatically determine a supported language based on the user system language.</p>
<p>We are very grateful for the valuable input by our colleagues from other countries. The <code>AMR</code> package is now available in 16 languages and according to download stats used in almost all countries in the world!</p>
<h4 id="supported-languages-1-8-2-9118">Supported languages<a class="anchor" aria-label="anchor" href="#supported-languages-1-8-2-9118"></a></h4>
<p>We added support for the following ten languages: Chinese (simplified), Czech, Finnish, Greek, Japanese, Norwegian (bokmål), Polish, Romanian, Turkish and Ukrainian. All antibiotic names are now available in these languages, and the AMR package will automatically determine a supported language based on the user’s system language.</p>
<p>We are very grateful for the valuable input by our colleagues from other countries. The <code>AMR</code> package is now available in 20 languages in total, and according to download stats used in almost all countries in the world!</p>
</div>
<div class="section level4">
<h4 id="microbiological-taxonomy-1-8-2-9115">Microbiological taxonomy<a class="anchor" aria-label="anchor" href="#microbiological-taxonomy-1-8-2-9115"></a></h4>
<h4 id="microbiological-taxonomy-1-8-2-9118">Microbiological taxonomy<a class="anchor" aria-label="anchor" href="#microbiological-taxonomy-1-8-2-9118"></a></h4>
<p>The <code>microorganisms</code> data set no longer relies on the Catalogue of Life, but on the List of Prokaryotic names with Standing in Nomenclature (LPSN) and is supplemented with the ‘backbone taxonomy’ from the Global Biodiversity Information Facility (GBIF). The structure of this data set has changed to include separate LPSN and GBIF identifiers. Almost all previous MO codes were retained. It contains over 1,400 taxonomic names from 2022.</p>
<p>We previously relied on our own experience to categorise species into pathogenic groups, but we were very happy to encounter the very recent work of Bartlett <em>et al.</em> (2022, DOI <a href="https://doi.org/10.1099/mic.0.001269" class="external-link">10.1099/mic.0.001269</a>) who extensively studied medical-scientific literature to categorise all bacterial species into groups. See <code><a href="../reference/mo_matching_score.html">mo_matching_score()</a></code> on how their work was incorporated into the <code>prevalence</code> column of the <code>microorganisms</code> data set. Using their results, the <code><a href="../reference/as.mo.html">as.mo()</a></code> and all <code>mo_*()</code> functions are now much better capable of converting user input to valid taxonomic records.</p>
<p>The new function <code><a href="../reference/add_custom_microorganisms.html">add_custom_microorganisms()</a></code> allows users to add custom microorganisms to the <code>AMR</code> package.</p>
@ -204,7 +204,7 @@
<li>The <code>microorganisms.old</code> data set was removed, and all previously accepted names are now included in the <code>microorganisms</code> data set. A new column <code>status</code> contains <code>"accepted"</code> for currently accepted names and <code>"synonym"</code> for taxonomic synonyms; currently invalid names. All previously accepted names now have a microorganisms ID and - if available - an LPSN, GBIF and SNOMED CT identifier.</li>
</ul></div>
<div class="section level4">
<h4 id="antibiotic-agents-and-selectors-1-8-2-9115">Antibiotic agents and selectors<a class="anchor" aria-label="anchor" href="#antibiotic-agents-and-selectors-1-8-2-9115"></a></h4>
<h4 id="antibiotic-agents-and-selectors-1-8-2-9118">Antibiotic agents and selectors<a class="anchor" aria-label="anchor" href="#antibiotic-agents-and-selectors-1-8-2-9118"></a></h4>
<p>The new function <code><a href="../reference/add_custom_antimicrobials.html">add_custom_antimicrobials()</a></code> allows users to add custom antimicrobial codes and names to the <code>AMR</code> package.</p>
<p>The <code>antibiotics</code> data set was greatly updated:</p>
<ul><li>The following 20 antibiotics have been added (also includes the <a href="https://www.whocc.no/atc_ddd_index/?code=J01RA&amp;showdescription=no" class="external-link">new J01RA ATC group</a>): azithromycin/fluconazole/secnidazole (AFC), cefepime/amikacin (CFA), cefixime/ornidazole (CEO), ceftriaxone/beta-lactamase inhibitor (CEB), ciprofloxacin/metronidazole (CIM), ciprofloxacin/ornidazole (CIO), ciprofloxacin/tinidazole (CIT), furazidin (FUR), isoniazid/sulfamethoxazole/trimethoprim/pyridoxine (IST), lascufloxacin (LSC), levofloxacin/ornidazole (LEO), nemonoxacin (NEM), norfloxacin/metronidazole (NME), norfloxacin/tinidazole (NTI), ofloxacin/ornidazole (OOR), oteseconazole (OTE), rifampicin/ethambutol/isoniazid (REI), sarecycline (SRC), tetracycline/oleandomycin (TOL), and thioacetazone (TAT)</li>
@ -216,14 +216,14 @@
</ul><p>Also, we added support for using antibiotic selectors in scoped <code>dplyr</code> verbs (with or without using <code><a href="https://dplyr.tidyverse.org/reference/vars.html" class="external-link">vars()</a></code>), such as in: <code>... %&gt;% summarise_at(aminoglycosides(), resistance)</code>, please see <code><a href="../reference/proportion.html">resistance()</a></code> for examples.</p>
</div>
<div class="section level4">
<h4 id="antiviral-agents-1-8-2-9115">Antiviral agents<a class="anchor" aria-label="anchor" href="#antiviral-agents-1-8-2-9115"></a></h4>
<h4 id="antiviral-agents-1-8-2-9118">Antiviral agents<a class="anchor" aria-label="anchor" href="#antiviral-agents-1-8-2-9118"></a></h4>
<p>We now added extensive support for antiviral agents! For the first time, the <code>AMR</code> package has extensive support for antiviral drugs and to work with their names, codes and other data in any way.</p>
<ul><li>The <code>antivirals</code> data set has been extended with 18 new drugs (also from the <a href="https://www.whocc.no/atc_ddd_index/?code=J05AJ&amp;showdescription=no" class="external-link">new J05AJ ATC group</a>) and now also contains antiviral identifiers and LOINC codes</li>
<li>A new data type <code>av</code> (<em>antivirals</em>) has been added, which is functionally similar to <code>ab</code> for antibiotics</li>
<li>Functions <code><a href="../reference/as.av.html">as.av()</a></code>, <code><a href="../reference/av_property.html">av_name()</a></code>, <code><a href="../reference/av_property.html">av_atc()</a></code>, <code><a href="../reference/av_property.html">av_synonyms()</a></code>, <code><a href="../reference/av_from_text.html">av_from_text()</a></code> have all been added as siblings to their <code>ab_*()</code> equivalents</li>
</ul></div>
<div class="section level4">
<h4 id="other-new-functions-1-8-2-9115">Other new functions<a class="anchor" aria-label="anchor" href="#other-new-functions-1-8-2-9115"></a></h4>
<h4 id="other-new-functions-1-8-2-9118">Other new functions<a class="anchor" aria-label="anchor" href="#other-new-functions-1-8-2-9118"></a></h4>
<ul><li>Function <code><a href="../reference/proportion.html">sir_confidence_interval()</a></code> to add confidence intervals in AMR calculation. This is now also included in <code><a href="../reference/proportion.html">sir_df()</a></code> and <code><a href="../reference/proportion.html">proportion_df()</a></code>.</li>
<li>Function <code><a href="../reference/mean_amr_distance.html">mean_amr_distance()</a></code> to calculate the mean AMR distance. The mean AMR distance is a normalised numeric value to compare AMR test results and can help to identify similar isolates, without comparing antibiograms by hand.</li>
<li>Function <code><a href="../reference/as.sir.html">sir_interpretation_history()</a></code> to view the history of previous runs of <code><a href="../reference/as.sir.html">as.sir()</a></code> (previously <code><a href="../reference/AMR-deprecated.html">as.rsi()</a></code>). This returns a ‘logbook’ with the selected guideline, reference table and specific interpretation of each row in a data set on which <code><a href="../reference/as.sir.html">as.sir()</a></code> was run.</li>
@ -232,7 +232,7 @@
</ul></div>
</div>
<div class="section level3">
<h3 id="changes-1-8-2-9115">Changes<a class="anchor" aria-label="anchor" href="#changes-1-8-2-9115"></a></h3>
<h3 id="changes-1-8-2-9118">Changes<a class="anchor" aria-label="anchor" href="#changes-1-8-2-9118"></a></h3>
<ul><li>Argument <code>combine_IR</code> has been removed from this package (affecting functions <code><a href="../reference/count.html">count_df()</a></code>, <code><a href="../reference/proportion.html">proportion_df()</a></code>, and <code><a href="../reference/proportion.html">sir_df()</a></code> and some plotting functions), since it was replaced with <code>combine_SI</code> three years ago</li>
<li>Using <code>units</code> in <code>ab_ddd(..., units = "...")</code> had been deprecated for some time and is now not supported anymore. Use <code><a href="../reference/ab_property.html">ab_ddd_units()</a></code> instead.</li>
<li>Support for <code>data.frame</code>-enhancing R packages, more specifically: <code><a href="https://Rdatatable.gitlab.io/data.table/reference/data.table.html" class="external-link">data.table::data.table</a></code>, <code><a href="https://sfirke.github.io/janitor/reference/tabyl.html" class="external-link">janitor::tabyl</a></code>, <code><a href="https://tibble.tidyverse.org/reference/tibble.html" class="external-link">tibble::tibble</a></code>, and <code><a href="https://tsibble.tidyverts.org/reference/tsibble.html" class="external-link">tsibble::tsibble</a></code>. AMR package functions that have a data set as output (such as <code><a href="../reference/proportion.html">sir_df()</a></code> and <code><a href="../reference/bug_drug_combinations.html">bug_drug_combinations()</a></code>), will now return the same data type as the input.</li>
@ -272,12 +272,12 @@
<li>Fix for using <code><a href="../reference/g.test.html">g.test()</a></code> with zeroes in a 2x2 table</li>
</ul></div>
<div class="section level3">
<h3 id="other-1-8-2-9115">Other<a class="anchor" aria-label="anchor" href="#other-1-8-2-9115"></a></h3>
<ul><li>Added Peter Dutey-Magni, Dmytro Mykhailenko, Anton Mymrikov, Andrew Norgan, and Jonas Salm as contributors, to thank them for their valuable input</li>
<h3 id="other-1-8-2-9118">Other<a class="anchor" aria-label="anchor" href="#other-1-8-2-9118"></a></h3>
<ul><li>Added Peter Dutey-Magni, Dmytro Mykhailenko, Anton Mymrikov, Andrew Norgan, Jonas Salm, and Anita Williams as contributors, to thank them for their valuable input</li>
<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>All R and Rmd files in this project are now styled using the <code>styler</code> package</li>
<li>Set scalar conditional expressions (<code>&amp;&amp;</code> and <code>||</code>) where possible to comply with the upcoming R 4.3</li>
<li>An enormous lot of code cleaning, fixing some small bugs on the way</li>
<li>An enormous lot of code cleaning, fixing some small bugs along the way</li>
</ul><hr><p>This changelog only contains changes from AMR v2.0 and later. For prior versions, please see <a href="https://github.com/msberends/AMR/blob/v1.8.2/NEWS.md" class="external-link">our archive</a>.</p>
</div>
</div>

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@ -11,7 +11,7 @@ articles:
datasets: datasets.html
resistance_predict: resistance_predict.html
welcome_to_AMR: welcome_to_AMR.html
last_built: 2023-02-10T15:52Z
last_built: 2023-02-11T21:33Z
urls:
reference: https://msberends.github.io/AMR/reference
article: https://msberends.github.io/AMR/articles

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@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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@ -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="">1.8.2.9115</small>
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@ -158,7 +158,7 @@
<li><p><code>AMR_ignore_pattern</code> <br> A <a href="https://rdrr.io/r/base/regex.html" class="external-link">regular expression</a> to define input that must be ignored in <code><a href="as.mo.html">as.mo()</a></code> and all <code><a href="mo_property.html">mo_*</a></code> functions.</p></li>
<li><p><code>AMR_include_PKPD</code> <br> A <a href="https://rdrr.io/r/base/logical.html" class="external-link">logical</a> to use in <code><a href="as.sir.html">as.sir()</a></code>, to indicate that PK/PD clinical breakpoints must be applied as a last resort, defaults to <code>TRUE</code>.</p></li>
<li><p><code>AMR_keep_synonyms</code> <br> A <a href="https://rdrr.io/r/base/logical.html" class="external-link">logical</a> to use in <code><a href="as.mo.html">as.mo()</a></code> and all <code><a href="mo_property.html">mo_*</a></code> functions, to indicate if old, previously valid taxonomic names must be preserved and not be corrected to currently accepted names.</p></li>
<li><p><code>AMR_locale</code> <br> A language to use for the <code>AMR</code> package, can be one of these supported language names or ISO-639-1 codes: English (en), Chinese (zh), Danish (da), Dutch (nl), French (fr), German (de), Greek (el), Italian (it), Japanese (ja), Polish (pl), Portuguese (pt), Russian (ru), Spanish (es), Swedish (sv), Turkish (tr) or Ukrainian (uk).</p></li>
<li><p><code>AMR_locale</code> <br> A language to use for the <code>AMR</code> package, can be one of these supported language names or ISO-639-1 codes: English (en), Chinese (zh), Czech (cs), Danish (da), Dutch (nl), Finnish (fi), French (fr), German (de), Greek (el), Italian (it), Japanese (ja), Norwegian (no), Polish (pl), Portuguese (pt), Romanian (ro), Russian (ru), Spanish (es), Swedish (sv), Turkish (tr) or Ukrainian (uk).</p></li>
<li><p><code>AMR_mo_source</code> <br> A file location for a manual code list to be used in <code><a href="as.mo.html">as.mo()</a></code> and all <code><a href="mo_property.html">mo_*</a></code> functions. This is explained in <code><a href="mo_source.html">set_mo_source()</a></code>.</p></li>
</ul></div>
<div class="section level2">

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@ -18,7 +18,7 @@ The AMR package is available in English, Chinese, Danish, Dutch, French, German,
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9115</small>
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@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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@ -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="">1.8.2.9115</small>
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@ -205,16 +205,16 @@
<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 1981-05-29 41 41.70411 18</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 2 1945-01-09 78 78.08767 54</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 3 1983-01-24 40 40.04658 16</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 4 1937-12-03 85 85.18904 62</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 5 1974-03-23 48 48.88767 25</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 6 1952-09-19 70 70.39452 47</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 7 1989-06-05 33 33.68493 10</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 8 1947-10-27 75 75.29041 52</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 9 1940-03-26 82 82.87945 59</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 10 1967-11-04 55 55.26849 32</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 1 1937-01-20 86 86.06027 62</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 2 1954-10-05 68 68.35342 45</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 3 1988-04-16 34 34.82466 11</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 4 1969-09-13 53 53.41370 30</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 5 1948-10-22 74 74.30685 51</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 6 1981-07-08 41 41.59726 18</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 7 1985-11-10 37 37.25479 14</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 8 1977-10-25 45 45.29863 22</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 9 1966-02-01 57 57.02740 33</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 10 1963-11-17 59 59.23562 36</span>
</code></pre></div>
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@ -14,7 +14,7 @@
<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="">1.8.2.9115</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9118</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -338,18 +338,18 @@
<span class="r-msg co"><span class="r-pr">#&gt;</span> ℹ For carbapenems() using columns 'IPM' (imipenem) and 'MEM' (meropenem)</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> ℹ 502 combinations had less than minimum = 30 results and were ignored</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 10 × 7</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> `Pathogen (N min-max)` AMK GEN IPM KAN MEM TOB</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> `Pathogen (N min-max)` S S1 S2 S3 S4 S5</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">*</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;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> CoNS (43-309) 0 86 52 0 52 22</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> E. coli (0-462) 100 98 100 <span style="color: #BB0000;">NA</span> 100 97</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> E. faecalis (0-39) 0 0 100 0 <span style="color: #BB0000;">NA</span> 0</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> K. pneumoniae (0-58) <span style="color: #BB0000;">NA</span> 90 100 <span style="color: #BB0000;">NA</span> 100 90</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> P. aeruginosa (17-30) <span style="color: #BB0000;">NA</span> 100 <span style="color: #BB0000;">NA</span> 0 <span style="color: #BB0000;">NA</span> 100</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> P. mirabilis (0-34) <span style="color: #BB0000;">NA</span> 94 94 <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> 94</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> S. aureus (2-233) <span style="color: #BB0000;">NA</span> 99 <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> 98</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> S. epidermidis (8-163) 0 79 <span style="color: #BB0000;">NA</span> 0 <span style="color: #BB0000;">NA</span> 51</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> S. hominis (3-80) <span style="color: #BB0000;">NA</span> 92 <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> 85</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> S. pneumoniae (11-117) 0 0 <span style="color: #BB0000;">NA</span> 0 <span style="color: #BB0000;">NA</span> 0</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> CoNS (43-309) 86 22 0 0 52 52</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> E. coli (0-462) 98 97 100 <span style="color: #BB0000;">NA</span> 100 100</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> E. faecalis (0-39) 0 0 0 0 100 <span style="color: #BB0000;">NA</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> K. pneumoniae (0-58) 90 90 <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> 100 100</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> P. aeruginosa (17-30) 100 100 <span style="color: #BB0000;">NA</span> 0 <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> P. mirabilis (0-34) 94 94 <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> 94 <span style="color: #BB0000;">NA</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> S. aureus (2-233) 99 98 <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> S. epidermidis (8-163) 79 51 0 0 <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> S. hominis (3-80) 92 85 <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> S. pneumoniae (11-117) 0 0 0 0 <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span></span>
<span class="r-in"><span> </span></span>
<span class="r-in"><span><span class="fu">antibiogram</span><span class="op">(</span><span class="va">example_isolates</span>,</span></span>
<span class="r-in"><span> antibiotics <span class="op">=</span> <span class="fu"><a href="antibiotic_class_selectors.html">aminoglycosides</a></span><span class="op">(</span><span class="op">)</span>,</span></span>
@ -358,11 +358,29 @@
<span class="r-msg co"><span class="r-pr">#&gt;</span> ℹ For aminoglycosides() using columns 'GEN' (gentamicin), 'TOB'</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (tobramycin), 'AMK' (amikacin) and 'KAN' (kanamycin)</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> ℹ 4 combinations had less than minimum = 30 results and were ignored</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 2 × 5</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> `Pathogen (N min-max)` J01GB01 J01GB03 J01GB04 J01GB06</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">*</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;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> Gram-negative (35-686) 96 96 0 98</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> Gram-positive (436-1170) 34 63 0 0</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S1".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S2".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S3".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S1".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S2".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S3".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>there are records with missing times, which will be dropped.</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>multiple rows match for ab=NA: first taken</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 2 × 2</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> `Pathogen (N min-max)` `NA`</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">*</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> Gram-negative (35-686) 96</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> Gram-positive (436-1170) 63</span>
<span class="r-in"><span> </span></span>
<span class="r-in"><span><span class="fu">antibiogram</span><span class="op">(</span><span class="va">example_isolates</span>,</span></span>
<span class="r-in"><span> antibiotics <span class="op">=</span> <span class="fu"><a href="antibiotic_class_selectors.html">carbapenems</a></span><span class="op">(</span><span class="op">)</span>,</span></span>
@ -370,14 +388,32 @@
<span class="r-in"><span> mo_transform <span class="op">=</span> <span class="st">"name"</span><span class="op">)</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> ℹ For carbapenems() using columns 'IPM' (imipenem) and 'MEM' (meropenem)</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> ℹ 172 combinations had less than minimum = 30 results and were ignored</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 5 × 3</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> `Pathogen (N min-max)` Imipenem Meropenem</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">*</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;dbl&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> Coagulase-negative Staphylococcus (CoNS) (48-48) 52 52</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> Enterococcus faecalis (0-38) 100 <span style="color: #BB0000;">NA</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">3</span> Escherichia coli (418-422) 100 100</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">4</span> Klebsiella pneumoniae (51-53) 100 100</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">5</span> Proteus mirabilis (27-32) 94 <span style="color: #BB0000;">NA</span></span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S1".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S1".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S1".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>there are records with missing times, which will be dropped.</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>multiple rows match for ab=NA: first taken</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 5 × 2</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> `Pathogen (N min-max)` `NA`</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">*</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> Coagulase-negative Staphylococcus (CoNS) (48-48) 52</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> Enterococcus faecalis (0-38) 100</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">3</span> Escherichia coli (418-422) 100</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">4</span> Klebsiella pneumoniae (51-53) 100</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">5</span> Proteus mirabilis (27-32) 94</span>
<span class="r-in"><span></span></span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="co"># Combined antibiogram -------------------------------------------------</span></span></span>
@ -388,10 +424,10 @@
<span class="r-in"><span> mo_transform <span class="op">=</span> <span class="st">"gramstain"</span><span class="op">)</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> ℹ 3 combinations had less than minimum = 30 results and were ignored</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 2 × 4</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> `Pathogen (N min-max)` TZP `TZP + GEN` `TZP + TOB`</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">*</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;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> Gram-negative (641-693) 88 99 98</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> Gram-positive (345-1044) 86 98 95</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> `Pathogen (N min-max)` S S1 S2</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">*</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;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> Gram-negative (641-693) 88 98 99</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> Gram-positive (345-1044) 86 95 98</span>
<span class="r-in"><span> </span></span>
<span class="r-in"><span><span class="fu">antibiogram</span><span class="op">(</span><span class="va">example_isolates</span>,</span></span>
<span class="r-in"><span> antibiotics <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"TZP"</span>, <span class="st">"TZP+TOB"</span><span class="op">)</span>,</span></span>
@ -399,12 +435,21 @@
<span class="r-in"><span> ab_transform <span class="op">=</span> <span class="st">"name"</span>,</span></span>
<span class="r-in"><span> sep <span class="op">=</span> <span class="st">" &amp; "</span><span class="op">)</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> ℹ 2 combinations had less than minimum = 30 results and were ignored</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 2 × 3</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> `Pathogen (N min-max)` `Piperacillin/tazobactam` Piperacillin/tazobactam &amp; …¹</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">*</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;dbl&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> Gram-negative (641-693) 88 98</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> Gram-positive (345-550) 86 95</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with abbreviated variable name ¹​`Piperacillin/tazobactam &amp; Tobramycin`</span></span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S1".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S1".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>there are records with missing times, which will be dropped.</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>multiple rows match for ab=NA: first taken</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 2 × 2</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> `Pathogen (N min-max)` `NA`</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">*</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> Gram-negative (641-693) 88</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> Gram-positive (345-550) 86</span>
<span class="r-in"><span></span></span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="co"># Syndromic antibiogram ------------------------------------------------</span></span></span>
@ -418,22 +463,22 @@
<span class="r-msg co"><span class="r-pr">#&gt;</span> ℹ For carbapenems() using columns 'IPM' (imipenem) and 'MEM' (meropenem)</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> ℹ 1581 combinations had less than minimum = 30 results and were ignored</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 14 × 8</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> `Syndromic Group` `Pathogen (N min-max)` AMK GEN IPM KAN MEM TOB</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> `Syndromic Group` `Pathogen (N min-max)` S S1 S2 S3 S4 S5</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">*</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;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> Clinical CoNS (23-205) <span style="color: #BB0000;">NA</span> 89 57 <span style="color: #BB0000;">NA</span> 57 26</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> ICU CoNS (10-73) <span style="color: #BB0000;">NA</span> 79 <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> Outpatient CoNS (3-31) <span style="color: #BB0000;">NA</span> 84 <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> Clinical E. coli (0-299) 100 98 100 <span style="color: #BB0000;">NA</span> 100 98</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> ICU E. coli (0-137) 100 99 100 <span style="color: #BB0000;">NA</span> 100 96</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> Clinical K. pneumoniae (0-51) <span style="color: #BB0000;">NA</span> 92 100 <span style="color: #BB0000;">NA</span> 100 92</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> Clinical P. mirabilis (0-30) <span style="color: #BB0000;">NA</span> 100 <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> 100</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> Clinical S. aureus (2-150) <span style="color: #BB0000;">NA</span> 99 <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> 97</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> ICU S. aureus (0-66) <span style="color: #BB0000;">NA</span> 100 <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> Clinical S. epidermidis (4-79) <span style="color: #BB0000;">NA</span> 82 <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> 55</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">11</span> ICU S. epidermidis (4-75) <span style="color: #BB0000;">NA</span> 72 <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> 41</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">12</span> Clinical S. hominis (1-45) <span style="color: #BB0000;">NA</span> 96 <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> 94</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">13</span> Clinical S. pneumoniae (5-78) 0 0 <span style="color: #BB0000;">NA</span> 0 <span style="color: #BB0000;">NA</span> 0</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">14</span> ICU S. pneumoniae (5-30) 0 0 <span style="color: #BB0000;">NA</span> 0 <span style="color: #BB0000;">NA</span> 0</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> Clinical CoNS (23-205) 89 26 <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> 57 57</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> ICU CoNS (10-73) 79 <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> Outpatient CoNS (3-31) 84 <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> Clinical E. coli (0-299) 98 98 100 <span style="color: #BB0000;">NA</span> 100 100</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> ICU E. coli (0-137) 99 96 100 <span style="color: #BB0000;">NA</span> 100 100</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> Clinical K. pneumoniae (0-51) 92 92 <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> 100 100</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> Clinical P. mirabilis (0-30) 100 100 <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> Clinical S. aureus (2-150) 99 97 <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> ICU S. aureus (0-66) 100 <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> Clinical S. epidermidis (4-79) 82 55 <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">11</span> ICU S. epidermidis (4-75) 72 41 <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">12</span> Clinical S. hominis (1-45) 96 94 <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">13</span> Clinical S. pneumoniae (5-78) 0 0 0 0 <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">14</span> ICU S. pneumoniae (5-30) 0 0 0 0 <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span></span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="co"># now define a data set with only E. coli</span></span></span>
<span class="r-in"><span><span class="va">ex1</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/which.html" class="external-link">which</a></span><span class="op">(</span><span class="fu"><a href="mo_property.html">mo_genus</a></span><span class="op">(</span><span class="op">)</span> <span class="op">==</span> <span class="st">"Escherichia"</span><span class="op">)</span>, <span class="op">]</span></span></span>
@ -450,11 +495,27 @@
<span class="r-msg co"><span class="r-pr">#&gt;</span> ℹ For aminoglycosides() using columns 'GEN' (gentamicin), 'TOB'</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (tobramycin), 'AMK' (amikacin) and 'KAN' (kanamycin)</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> ℹ 2 combinations had less than minimum = 30 results and were ignored</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 2 × 5</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> `Grupo sindrómico` `Patógeno (N min-max)` Amikacina Gentamicina Tobramicina</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">*</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;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> No UCI E. coli (0-325) 100 98 98</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> UCI E. coli (0-137) 100 99 96</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S1".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S2".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S1".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S2".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>there are records with missing times, which will be dropped.</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>multiple rows match for ab=NA: first taken</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>there are records with missing times, which will be dropped.</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>multiple rows match for ab=NA: first taken</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 2 × 3</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> `Grupo sindrómico` `Patógeno (N min-max)` `NA`</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">*</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;dbl&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> No UCI E. coli (0-325) 98</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> UCI E. coli (0-137) 99</span>
<span class="r-in"><span></span></span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="co"># Weighted-incidence syndromic combination antibiogram (WISCA) ---------</span></span></span>
@ -469,12 +530,12 @@
<span class="r-in"><span> <span class="st">"WISCA Group 1"</span>, <span class="st">"WISCA Group 2"</span><span class="op">)</span><span class="op">)</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> ℹ 8 combinations had less than minimum = 10 results and were ignored</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 4 × 6</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> `Syndromic Group` `Pathogen (N min-max)` AMC `AMC + CIP` TZP `TZP + TOB`</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">*</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;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> WISCA Group 1 Gram-negative (261-285) 76 95 89 99</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> WISCA Group 2 Gram-negative (380-442) 76 98 88 98</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">3</span> WISCA Group 1 Gram-positive (123-406) 76 89 81 95</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">4</span> WISCA Group 2 Gram-positive (222-732) 76 89 88 95</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> `Syndromic Group` `Pathogen (N min-max)` S S1 S2 S3</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">*</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;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> WISCA Group 1 Gram-negative (261-285) 76 95 89 99</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> WISCA Group 2 Gram-negative (380-442) 76 98 88 98</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">3</span> WISCA Group 1 Gram-positive (123-406) 76 89 81 95</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">4</span> WISCA Group 2 Gram-positive (222-732) 76 89 88 95</span>
<span class="r-in"><span></span></span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="co"># Generate plots with ggplot2 or base R --------------------------------</span></span></span>

138
reference/antibiotic_class_selectors.html
View File

@ -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="">1.8.2.9115</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9118</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -851,13 +851,135 @@
<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 For glycopeptides() using columns 'VAN' (vancomycin) and 'TEC'</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (teicoplanin)</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 2 × 8</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Group Drug CoNS E. fa…¹ S. au…² S. ep…³ S. ho…⁴ S. pn…⁵</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> <span style="color: #949494;">"</span>Glycopeptides<span style="color: #949494;">"</span> Teicoplanin (TE… <span style="color: #949494;">""</span> <span style="color: #949494;">""</span> <span style="color: #949494;">"</span> 0.0%… <span style="color: #949494;">"</span>64.1%… <span style="color: #949494;">"</span> 6.8%… <span style="color: #949494;">""</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> <span style="color: #949494;">""</span> Vancomycin (VAN… <span style="color: #949494;">"</span> 0.… <span style="color: #949494;">"</span> 0.0%… <span style="color: #949494;">"</span> 0.0%… <span style="color: #949494;">"</span> 0.0%… <span style="color: #949494;">"</span> 0.0%… <span style="color: #949494;">"</span> 0.0%…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with abbreviated variable names ¹​`E. faecalis`, ²​`S. aureus`,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># ³​`S. epidermidis`, ⁴​`S. hominis`, ⁵​`S. pneumoniae`</span></span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S" and "S1".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S1".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S1".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S1".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S1".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S1".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S1".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S1".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S1".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S1".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S1".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S1".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S1".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S1".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S1".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S1".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S1".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S1".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S1".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S1".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S1".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S1".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in as.ab(): these values could not be coerced to a valid antimicrobial</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> ID: "S".</span>
<span class="r-err co"><span class="r-pr">#&gt;</span> <span class="error">Error in (function (..., na.last = TRUE, decreasing = FALSE, method = c("auto", "shell", "radix")) { z &lt;- list(...) decreasing &lt;- as.logical(decreasing) if (length(z) == 1L &amp;&amp; is.numeric(x &lt;- z[[1L]]) &amp;&amp; !is.object(x) &amp;&amp; length(x) &gt; 0) { if (.Internal(sorted_fpass(x, decreasing, na.last))) return(seq_along(x)) } method &lt;- match.arg(method) if (any(vapply(z, is.object, logical(1L)))) { z &lt;- lapply(z, function(x) if (is.object(x)) as.vector(xtfrm(x)) else x) return(do.call("order", c(z, list(na.last = na.last, decreasing = decreasing, method = method)))) } if (method == "auto") { useRadix &lt;- all(vapply(z, function(x) { (is.numeric(x) || is.factor(x) || is.logical(x)) &amp;&amp; is.integer(length(x)) }, logical(1L))) method &lt;- if (useRadix) "radix" else "shell" } if (method != "radix" &amp;&amp; !is.na(na.last)) { if (length(decreasing) &gt; 1L) stop("'decreasing' of length &gt; 1 is only for method = \"radix\"") return(.Internal(order(na.last, decreasing, ...))) } if (method == "radix") { decreasing &lt;- rep_len(as.logical(decreasing), length(z)) return(.Internal(radixsort(na.last, decreasing, FALSE, TRUE, ...))) } if (any(diff((l.z &lt;- lengths(z)) != 0L))) stop("argument lengths differ") na &lt;- vapply(z, is.na, rep.int(NA, l.z[1L])) ok &lt;- if (is.matrix(na)) rowSums(na) == 0L else !any(na) if (all(!ok)) return(integer()) z[[1L]][!ok] &lt;- NA ans &lt;- do.call("order", c(z, list(decreasing = decreasing))) ans[ok[ans]]})(NULL, NULL, NULL):</span> argument 1 is not a vector</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="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> some_column <span class="op">=</span> <span class="st">"some_value"</span>,</span></span>

2
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<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9115</small>
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<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9115</small>
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2
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<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9115</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9118</small>
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<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9115</small>
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@ -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="">1.8.2.9115</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9118</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

2
reference/as.mo.html
View File

@ -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="">1.8.2.9115</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9118</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

32
reference/as.sir.html
View File

@ -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="">1.8.2.9115</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9118</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -521,22 +521,24 @@ A microorganism is categorised as "Resistant" when there is a high likelihood of
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="co"># return a 'logbook' about the results:</span></span></span>
<span class="r-in"><span><span class="fu">sir_interpretation_history</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: 50 × 12</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 50 × 17</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> datetime index ab_input ab_guid…¹ mo_in…² mo_guideline guide…³</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> 2023-02-10 <span style="color: #949494;">15:53:38</span> 1 TOB TOB Escher… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 2023-02-10 <span style="color: #949494;">15:53:38</span> 1 GEN GEN Escher… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> 2023-02-10 <span style="color: #949494;">15:53:37</span> 1 CIP CIP Escher… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> 2023-02-10 <span style="color: #949494;">15:53:37</span> 1 AMP AMP Escher… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> 2023-02-10 <span style="color: #949494;">15:53:31</span> 1 CIP CIP B_ESCH… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> 2023-02-10 <span style="color: #949494;">15:53:31</span> 2 CIP CIP B_ESCH… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> 2023-02-10 <span style="color: #949494;">15:53:31</span> 3 CIP CIP B_ESCH… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 2023-02-10 <span style="color: #949494;">15:53:31</span> 4 CIP CIP B_ESCH… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 2023-02-10 <span style="color: #949494;">15:53:31</span> 5 CIP CIP B_ESCH… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> 2023-02-10 <span style="color: #949494;">15:53:31</span> 6 CIP CIP B_ESCH… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 40 more rows, 5 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;"># input &lt;dbl&gt;, outcome &lt;sir&gt;, breakpoint_S_R &lt;chr&gt;, and abbreviated variable</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># names ¹​ab_guideline, ²​mo_input, ³​guideline</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> 2023-02-11 <span style="color: #949494;">21:34:34</span> 1 TOB TOB Escher… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 2023-02-11 <span style="color: #949494;">21:34:34</span> 1 GEN GEN Escher… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> 2023-02-11 <span style="color: #949494;">21:34:34</span> 1 CIP CIP Escher… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> 2023-02-11 <span style="color: #949494;">21:34:33</span> 1 AMP AMP Escher… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> 2023-02-11 <span style="color: #949494;">21:34:27</span> 1 CIP CIP B_ESCH… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> 2023-02-11 <span style="color: #949494;">21:34:27</span> 2 CIP CIP B_ESCH… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> 2023-02-11 <span style="color: #949494;">21:34:27</span> 3 CIP CIP B_ESCH… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 2023-02-11 <span style="color: #949494;">21:34:27</span> 4 CIP CIP B_ESCH… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 2023-02-11 <span style="color: #949494;">21:34:27</span> 5 CIP CIP B_ESCH… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> 2023-02-11 <span style="color: #949494;">21:34:27</span> 6 CIP CIP B_ESCH… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 40 more rows, 10 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;"># input &lt;dbl&gt;, outcome &lt;sir&gt;, breakpoint_S_R &lt;chr&gt;, ab_considered &lt;lgl&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># mo_considered &lt;lgl&gt;, breakpoint_S &lt;lgl&gt;, breakpoint_R &lt;lgl&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># interpretation &lt;lgl&gt;, and abbreviated variable names ¹​ab_guideline,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># ²​mo_input, ³​guideline</span></span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="co"># for single values</span></span></span>
<span class="r-in"><span><span class="fu">as.sir</span><span class="op">(</span></span></span>

2
reference/atc_online.html
View File

@ -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="">1.8.2.9115</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9118</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

2
reference/av_from_text.html
View File

@ -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="">1.8.2.9115</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9118</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

2
reference/av_property.html
View File

@ -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="">1.8.2.9115</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9118</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

2
reference/availability.html
View File

@ -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="">1.8.2.9115</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9118</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

3759
reference/bug_drug_combinations.html
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File diff suppressed because it is too large Load Diff

2
reference/clinical_breakpoints.html
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@ -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="">1.8.2.9115</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9118</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

2
reference/count.html
View File

@ -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="">1.8.2.9115</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9118</small>
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2
reference/custom_eucast_rules.html
View File

@ -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="">1.8.2.9115</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9118</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

2
reference/dosage.html
View File

@ -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="">1.8.2.9115</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9118</small>
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2
reference/eucast_rules.html
View File

@ -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="">1.8.2.9115</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9118</small>
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2
reference/example_isolates.html
View File

@ -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="">1.8.2.9115</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9118</small>
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2
reference/example_isolates_unclean.html
View File

@ -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="">1.8.2.9115</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9118</small>
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2
reference/first_isolate.html
View File

@ -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="">1.8.2.9115</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9118</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

2
reference/g.test.html
View File

@ -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="">1.8.2.9115</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9118</small>
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83
reference/get_episode.html
View File

@ -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="">1.8.2.9115</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9118</small>
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@ -192,27 +192,28 @@
<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">100</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">$</span><span class="va">date</span>, episode_days <span class="op">=</span> <span class="fl">60</span><span class="op">)</span> <span class="co"># indices</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 50 29 35 51 8 52 19 48 6 36 1 49 12 9 10 4 29 46 32 37 33 30 6 35 32</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [26] 9 34 8 1 44 51 4 40 16 12 14 47 16 27 29 14 25 11 7 32 39 15 48 50 4</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [51] 43 23 25 31 22 28 29 16 34 2 5 9 48 24 43 20 34 40 13 17 38 31 11 34 7</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [76] 35 53 28 21 41 51 16 4 42 23 47 49 53 48 3 45 18 46 9 18 26 14 10 28 7</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 18 31 37 38 34 17 23 19 11 33 12 38 17 4 37 6 47 45 1 31 32 41 23 21 30</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [26] 7 45 43 44 42 6 45 11 42 21 40 9 31 4 26 11 21 19 18 1 36 37 23 41 43</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [51] 39 31 28 18 9 14 20 9 26 2 5 35 45 24 38 15 15 5 33 13 35 25 27 29 16</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [76] 13 47 15 10 45 27 21 32 34 39 18 48 20 3 22 44 17 19 41 40 8 28 7 46 3</span>
<span class="r-in"><span><span class="fu">is_new_episode</span><span class="op">(</span><span class="va">df</span><span class="op">$</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] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [13] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [25] FALSE FALSE TRUE FALSE FALSE TRUE FALSE FALSE TRUE TRUE FALSE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [37] TRUE FALSE TRUE FALSE FALSE TRUE TRUE TRUE FALSE TRUE TRUE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [49] FALSE FALSE TRUE TRUE FALSE TRUE TRUE TRUE FALSE FALSE FALSE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [61] TRUE FALSE FALSE TRUE FALSE TRUE FALSE FALSE TRUE TRUE TRUE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [73] FALSE FALSE FALSE FALSE TRUE FALSE TRUE TRUE FALSE FALSE FALSE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [85] FALSE FALSE FALSE FALSE FALSE TRUE TRUE TRUE FALSE FALSE FALSE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [97] FALSE FALSE FALSE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [13] FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [25] TRUE TRUE FALSE TRUE TRUE TRUE FALSE FALSE FALSE FALSE FALSE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [37] TRUE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [49] FALSE FALSE TRUE FALSE TRUE FALSE FALSE TRUE TRUE FALSE FALSE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [61] TRUE TRUE FALSE TRUE FALSE TRUE FALSE FALSE FALSE TRUE FALSE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [73] TRUE TRUE TRUE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [85] FALSE FALSE TRUE FALSE TRUE TRUE FALSE FALSE FALSE FALSE FALSE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [97] FALSE FALSE TRUE FALSE</span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="co"># filter on results from the third 60-day episode only, using base R</span></span></span>
<span class="r-in"><span><span class="va">df</span><span class="op">[</span><span class="fu"><a href="https://rdrr.io/r/base/which.html" class="external-link">which</a></span><span class="op">(</span><span class="fu">get_episode</span><span class="op">(</span><span class="va">df</span><span class="op">$</span><span class="va">date</span>, <span class="fl">60</span><span class="op">)</span> <span class="op">==</span> <span class="fl">3</span><span class="op">)</span>, <span class="op">]</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 1 × 46</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 2 × 46</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> date patient age gender ward mo PEN OXA FLC AMX </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;date&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;mo&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> 2002-11-18 956065 89 F Clinical B_ESCHR_COLI R NA NA NA </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> 2003-01-25 088256 73 F ICU B_STPHY_CONS R NA R R </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> 2003-03-18 889500 61 M Clinical B_STPHY_CONS R NA R R </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 36 more variables: AMC &lt;sir&gt;, AMP &lt;sir&gt;, TZP &lt;sir&gt;, CZO &lt;sir&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># FEP &lt;sir&gt;, CXM &lt;sir&gt;, FOX &lt;sir&gt;, CTX &lt;sir&gt;, CAZ &lt;sir&gt;, CRO &lt;sir&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># GEN &lt;sir&gt;, TOB &lt;sir&gt;, AMK &lt;sir&gt;, KAN &lt;sir&gt;, TMP &lt;sir&gt;, SXT &lt;sir&gt;,</span></span>
@ -257,19 +258,19 @@
<span class="r-in"><span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/arrange.html" class="external-link">arrange</a></span><span class="op">(</span><span class="va">patient</span>, <span class="va">ward</span>, <span class="va">date</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: 100 × 5</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># Groups: ward, patient [96]</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># Groups: ward, patient [95]</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> ward date patient new_index new_logical</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;date&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;lgl&gt;</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> Clinical 2013-12-02 004531 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> Clinical 2007-08-22 005088 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> Clinical 2011-09-20 011307 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> Clinical 2011-04-25 023456 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> ICU 2015-09-21 062027 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> ICU 2003-05-26 065187 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> Clinical 2009-08-24 077922 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> Clinical 2007-10-26 080086 2 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> Clinical 2010-08-08 080086 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> Clinical 2016-08-07 092034 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> Clinical 2007-08-22 005088 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> Clinical 2009-07-24 006827 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> Clinical 2012-11-24 023456 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> Clinical 2013-10-30 066601 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> ICU 2014-06-28 078381 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> ICU 2002-06-04 082413 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> ICU 2014-02-08 082622 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> ICU 2003-01-25 088256 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> Clinical 2008-07-22 0E2483 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> ICU 2007-08-10 0E2483 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 90 more rows</span></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>
@ -285,9 +286,9 @@
<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 57 13 39 47</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> ICU 31 9 20 25</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">3</span> Outpatient 8 5 7 7</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> Clinical 54 13 34 44</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> ICU 34 9 24 28</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">3</span> Outpatient 7 5 7 7</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>
<span class="r-in"><span><span class="co"># results as first_isolate() when using 'episode-based':</span></span></span>
@ -305,7 +306,7 @@
<span class="r-in"><span></span></span>
<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-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></span>
<span class="r-in"><span><span class="co"># but is_new_episode() has a lot more flexibility than first_isolate(),</span></span></span>
<span class="r-in"><span><span class="co"># since you can now group on anything that seems relevant:</span></span></span>
@ -320,16 +321,16 @@
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># Groups: patient, mo, ward [97]</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> D08278 B_ESCHR_COLI ICU TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 807228 B_KLBSL_PNMN ICU TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> C25552 B_STPHY_CONS Outpatient TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> 423709 B_ESCHR_COLI Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> 304508 B_STRPT_PNMN Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> BF4515 B_ESCHR_COLI ICU TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> 005088 B_SLMNL_ENTR Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> A79917 B_PSDMN_AERG Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 2FC253 B_ESCHR_COLI ICU TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> D29354 B_STRPT_PNMN ICU TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> A66134 B_STPHY_AURS Outpatient TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 824233 B_STPHY_AURS Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> 078381 B_STPHY_EPDR ICU TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> 483195 B_STPHY_HMNS Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> B33776 B_ACNTB Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> 851259 B_STRPT_PNMN Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> 6F0804 B_STRPT_PNMN Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 122506 B_STPHY_AURS Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 904485 B_STRPT ICU TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> 695956 B_STRPT_PNMN Outpatient TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 90 more rows</span></span>
<span class="r-in"><span><span class="co"># }</span></span></span>
</code></pre></div>

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@ -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="">1.8.2.9115</small>
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@ -182,9 +182,9 @@
<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] 2.937992</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 2.985188</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] -0.02626519</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.01268259</span>
</code></pre></div>
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<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -201,31 +201,30 @@
<div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">sir</span> <span class="op">&lt;-</span> <span class="fu"><a href="random.html">random_sir</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">sir</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class 'sir'</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] S S S R R R S R R I</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] S R S S I I I S I S</span>
<span class="r-in"><span><span class="fu">mean_amr_distance</span><span class="op">(</span><span class="va">sir</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] -0.9486833 -0.9486833 -0.9486833 0.9486833 0.9486833 0.9486833</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [7] -0.9486833 0.9486833 0.9486833 -0.9486833</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] -0.3162278 2.8460499 -0.3162278 -0.3162278 -0.3162278 -0.3162278</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [7] -0.3162278 -0.3162278 -0.3162278 -0.3162278</span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="va">mic</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">mic</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class 'mic'</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.025 0.01 32 0.01 &lt;=0.005 2 0.125 8 1 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [10] &lt;=0.005</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 16 0.125 8 128 4 0.002 &gt;=256 4 128 0.002</span>
<span class="r-in"><span><span class="fu">mean_amr_distance</span><span class="op">(</span><span class="va">mic</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] -0.53764948 -0.81832873 1.65396061 -0.81832873 -1.03065438 0.80465801</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [7] -0.04464459 1.22930931 0.59233236 -1.03065438</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.4477699 -0.6743974 0.2874603 0.9286987 0.1271507 -1.6307699</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [7] 1.0890083 0.1271507 0.9286987 -1.6307699</span>
<span class="r-in"><span><span class="co"># equal to the Z-score of their log2:</span></span></span>
<span class="r-in"><span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/Log.html" class="external-link">log2</a></span><span class="op">(</span><span class="va">mic</span><span class="op">)</span> <span class="op">-</span> <span class="fu"><a href="https://rdrr.io/r/base/mean.html" class="external-link">mean</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/Log.html" class="external-link">log2</a></span><span class="op">(</span><span class="va">mic</span><span class="op">)</span><span class="op">)</span><span class="op">)</span> <span class="op">/</span> <span class="fu"><a href="https://rdrr.io/r/stats/sd.html" class="external-link">sd</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/Log.html" class="external-link">log2</a></span><span class="op">(</span><span class="va">mic</span><span class="op">)</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] -0.53764948 -0.81832873 1.65396061 -0.81832873 -1.03065438 0.80465801</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [7] -0.04464459 1.22930931 0.59233236 -1.03065438</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.4477699 -0.6743974 0.2874603 0.9286987 0.1271507 -1.6307699</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [7] 1.0890083 0.1271507 0.9286987 -1.6307699</span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="va">disk</span> <span class="op">&lt;-</span> <span class="fu"><a href="random.html">random_disk</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">disk</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class 'disk'</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 28 46 25 46 31 40 19 25 41 19</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 50 46 14 43 29 18 29 15 11 14</span>
<span class="r-in"><span><span class="fu">mean_amr_distance</span><span class="op">(</span><span class="va">disk</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] -0.38138504 1.33484762 -0.66742381 1.33484762 -0.09534626 0.76277007</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [7] -1.23950137 -0.66742381 0.85811633 -1.23950137</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 1.5602015 1.2900368 -0.8712814 1.0874132 0.1418365 -0.6011166</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [7] 0.1418365 -0.8037402 -1.0739049 -0.8712814</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>
@ -236,21 +235,21 @@
<span class="r-in"><span><span class="op">)</span></span></span>
<span class="r-in"><span><span class="va">y</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> id amox cipr gent tobr</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 1 A I 30 4 0.25</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 2 B I 17 4 4</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 3 C R 21 4 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 4 D S 24 4 0.25</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 5 E R 24 1 &gt;=8</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 6 F R 17 1 0.5</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 7 G I 24 1 &gt;=8</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 8 H R 23 8 0.5</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 9 I R 31 4 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 10 J R 19 2 0.25</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 1 A R 31 0.25 &lt;=1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 2 B I 25 8 &gt;=8</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 3 C I 17 4 &lt;=1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 4 D R 23 0.5 &lt;=1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 5 E I 17 4 2</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 6 F S 27 16 &gt;=8</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 7 G R 31 0.5 &lt;=1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 8 H S 24 2 2</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 9 I S 19 16 &gt;=8</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 10 J R 30 0.5 2</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" 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> [1] -0.03691267 -0.21295353 0.22918196 -0.34893153 0.29506113 -0.56896087</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [7] -0.18906179 0.44075337 0.74921339 -0.35738946</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.01890714 0.38838380 -0.66081724 -0.23677233 -0.47092861 0.59221346</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [7] 0.13083498 -0.26120004 0.22460615 0.27477269</span>
<span class="r-in"><span><span class="va">y</span><span class="op">$</span><span class="va">amr_distance</span> <span class="op">&lt;-</span> <span class="fu">mean_amr_distance</span><span class="op">(</span><span class="va">y</span>, <span class="fu"><a href="https://tidyselect.r-lib.org/reference/where.html" class="external-link">where</a></span><span class="op">(</span><span class="va">is.mic</span><span class="op">)</span><span class="op">)</span></span></span>
<span class="r-err co"><span class="r-pr">#&gt;</span> <span class="error">Error in .subset(x, j):</span> invalid subscript type 'list'</span>
<span class="r-in"><span><span class="va">y</span><span class="op">[</span><span class="fu"><a href="https://rdrr.io/r/base/order.html" class="external-link">order</a></span><span class="op">(</span><span class="va">y</span><span class="op">$</span><span class="va">amr_distance</span><span class="op">)</span>, <span class="op">]</span></span></span>
@ -267,16 +266,16 @@
<span class="r-msg co"><span class="r-pr">#&gt;</span> ℹ Calculating mean AMR distance based on columns "amox", "cipr", "gent" and</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> "tobr"</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> id amox cipr gent tobr amr_distance check_id_C</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 1 C R 21 4 1 0.22918196 0.00000000</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 2 E R 24 1 &gt;=8 0.29506113 0.06587918</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 3 H R 23 8 0.5 0.44075337 0.21157141</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 4 A I 30 4 0.25 -0.03691267 0.26609463</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 5 G I 24 1 &gt;=8 -0.18906179 0.41824374</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 6 B I 17 4 4 -0.21295353 0.44213549</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 7 I R 31 4 1 0.74921339 0.52003143</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 8 D S 24 4 0.25 -0.34893153 0.57811349</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 9 J R 19 2 0.25 -0.35738946 0.58657141</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 10 F R 17 1 0.5 -0.56896087 0.79814283</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 1 C I 17 4 &lt;=1 -0.66081724 0.0000000</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 2 E I 17 4 2 -0.47092861 0.1898886</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 3 H S 24 2 2 -0.26120004 0.3996172</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 4 D R 23 0.5 &lt;=1 -0.23677233 0.4240449</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 5 A R 31 0.25 &lt;=1 0.01890714 0.6797244</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 6 G R 31 0.5 &lt;=1 0.13083498 0.7916522</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 7 I S 19 16 &gt;=8 0.22460615 0.8854234</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 8 J R 30 0.5 2 0.27477269 0.9355899</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 9 B I 25 8 &gt;=8 0.38838380 1.0492010</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 10 F S 27 16 &gt;=8 0.59221346 1.2530307</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>

2
reference/microorganisms.codes.html
View File

@ -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="">1.8.2.9115</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9118</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

2
reference/microorganisms.html
View File

@ -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="">1.8.2.9115</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9118</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

2
reference/mo_matching_score.html
View File

@ -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="">1.8.2.9115</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9118</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

2
reference/mo_property.html
View File

@ -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="">1.8.2.9115</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9118</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

2
reference/mo_source.html
View File

@ -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="">1.8.2.9115</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9118</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

2
reference/pca.html
View File

@ -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="">1.8.2.9115</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9118</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

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