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<a class="navbar-brand me-2" href="https://msberends.github.io/AMR/index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9032</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9033</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="">1.8.2.9032</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9033</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="">1.8.2.9032</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9033</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -325,71 +325,71 @@
</tr></thead>
<tbody>
<tr class="odd">
<td align="center">2013-03-10</td>
<td align="center">E9</td>
<td align="center">Hospital B</td>
<td align="center">Staphylococcus aureus</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">M</td>
</tr>
<tr class="even">
<td align="center">2013-04-01</td>
<td align="center">U4</td>
<td align="center">Hospital D</td>
<td align="center">Escherichia coli</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">F</td>
</tr>
<tr class="odd">
<td align="center">2013-08-12</td>
<td align="center">S7</td>
<td align="center">Hospital B</td>
<td align="center">Escherichia coli</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">F</td>
</tr>
<tr class="even">
<td align="center">2014-05-02</td>
<td align="center">K4</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">M</td>
</tr>
<tr class="odd">
<td align="center">2016-07-08</td>
<td align="center">E6</td>
<td align="center">Hospital B</td>
<td align="center">Staphylococcus aureus</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">M</td>
</tr>
<tr class="even">
<td align="center">2016-10-16</td>
<td align="center">Q1</td>
<td align="center">2010-01-20</td>
<td align="center">Z10</td>
<td align="center">Hospital C</td>
<td align="center">Streptococcus pneumoniae</td>
<td align="center">R</td>
<td align="center">Escherichia coli</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">F</td>
</tr>
<tr class="even">
<td align="center">2017-09-08</td>
<td align="center">C9</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">R</td>
<td align="center">S</td>
<td align="center">M</td>
</tr>
<tr class="odd">
<td align="center">2012-07-12</td>
<td align="center">K7</td>
<td align="center">Hospital A</td>
<td align="center">Escherichia coli</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">M</td>
</tr>
<tr class="even">
<td align="center">2014-11-04</td>
<td align="center">C6</td>
<td align="center">Hospital C</td>
<td align="center">Escherichia coli</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">M</td>
</tr>
<tr class="odd">
<td align="center">2017-04-16</td>
<td align="center">Y8</td>
<td align="center">Hospital B</td>
<td align="center">Escherichia coli</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">F</td>
</tr>
<tr class="even">
<td align="center">2011-07-17</td>
<td align="center">C7</td>
<td align="center">Hospital B</td>
<td align="center">Streptococcus pneumoniae</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">M</td>
</tr>
</tbody>
</table>
<p>Now, let’s start the cleaning and the analysis!</p>
@ -422,16 +422,16 @@ Longest: 1</p>
<tr class="odd">
<td align="left">1</td>
<td align="left">M</td>
<td align="right">10,416</td>
<td align="right">52.08%</td>
<td align="right">10,416</td>
<td align="right">52.08%</td>
<td align="right">10,226</td>
<td align="right">51.13%</td>
<td align="right">10,226</td>
<td align="right">51.13%</td>
</tr>
<tr class="even">
<td align="left">2</td>
<td align="left">F</td>
<td align="right">9,584</td>
<td align="right">47.92%</td>
<td align="right">9,774</td>
<td align="right">48.87%</td>
<td align="right">20,000</td>
<td align="right">100.00%</td>
</tr>
@ -488,7 +488,7 @@ Longest: 1</p>
<span><span class="co"># Basing inclusion on all antimicrobial results, using a points threshold of</span></span>
<span><span class="co"># 2</span></span>
<span><span class="co"># Including isolates from ICU.</span></span>
<span><span class="co"># =&gt; Found 10,729 'phenotype-based' first isolates (53.6% of total where a</span></span>
<span><span class="co"># =&gt; Found 10,719 'phenotype-based' first isolates (53.6% of total where a</span></span>
<span><span class="co"># microbial ID was available)</span></span></code></pre></div>
<p>So only 53.6% is suitable for resistance analysis! We can now filter on it with the <code><a href="https://dplyr.tidyverse.org/reference/filter.html" class="external-link">filter()</a></code> function, also from the <code>dplyr</code> package:</p>
<div class="sourceCode" id="cb15"><pre class="downlit sourceCode r">
@ -499,10 +499,10 @@ Longest: 1</p>
<code class="sourceCode R"><span><span class="va">data_1st</span> <span class="op">&lt;-</span> <span class="va">data</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span></span>
<span> <span class="fu"><a href="../reference/first_isolate.html">filter_first_isolate</a></span><span class="op">(</span><span class="op">)</span></span>
<span><span class="co"># Including isolates from ICU.</span></span></code></pre></div>
<p>So we end up with 10,729 isolates for analysis. Now our data looks like:</p>
<p>So we end up with 10,719 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%">
@ -516,7 +516,7 @@ Longest: 1</p>
<col width="6%">
<col width="11%">
<col width="12%">
<col width="7%">
<col width="9%">
<col width="5%">
</colgroup>
<thead><tr class="header">
@ -537,10 +537,10 @@ Longest: 1</p>
</tr></thead>
<tbody>
<tr class="odd">
<td align="left">2</td>
<td align="center">2013-04-01</td>
<td align="center">U4</td>
<td align="center">Hospital D</td>
<td align="left">1</td>
<td align="center">2010-01-20</td>
<td align="center">Z10</td>
<td align="center">Hospital C</td>
<td align="center">B_ESCHR_COLI</td>
<td align="center">S</td>
<td align="center">S</td>
@ -553,30 +553,14 @@ Longest: 1</p>
<td align="center">TRUE</td>
</tr>
<tr class="even">
<td align="left">3</td>
<td align="center">2013-08-12</td>
<td align="center">S7</td>
<td align="center">Hospital B</td>
<td align="center">B_ESCHR_COLI</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">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">4</td>
<td align="center">2014-05-02</td>
<td align="center">K4</td>
<td align="center">Hospital B</td>
<td align="center">2014-11-04</td>
<td align="center">C6</td>
<td align="center">Hospital C</td>
<td align="center">B_ESCHR_COLI</td>
<td align="center">R</td>
<td align="center">I</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">M</td>
<td align="center">Gram-negative</td>
@ -584,49 +568,65 @@ Longest: 1</p>
<td align="center">coli</td>
<td align="center">TRUE</td>
</tr>
<tr class="even">
<td align="left">5</td>
<td align="center">2016-07-08</td>
<td align="center">E6</td>
<td align="center">Hospital B</td>
<td align="center">B_STPHY_AURS</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">M</td>
<td align="center">Gram-positive</td>
<td align="center">Staphylococcus</td>
<td align="center">aureus</td>
<td align="center">TRUE</td>
</tr>
<tr class="odd">
<td align="left">7</td>
<td align="center">2017-02-23</td>
<td align="center">B4</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">R</td>
<td align="center">M</td>
<td align="center">Gram-positive</td>
<td align="center">Staphylococcus</td>
<td align="center">aureus</td>
<td align="center">TRUE</td>
</tr>
<tr class="even">
<td align="left">9</td>
<td align="center">2016-11-10</td>
<td align="center">V1</td>
<td align="center">Hospital B</td>
<td align="center">B_STPHY_AURS</td>
<td align="center">R</td>
<td align="center">2011-08-14</td>
<td align="center">S4</td>
<td align="center">Hospital C</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">F</td>
<td align="center">Gram-negative</td>
<td align="center">Escherichia</td>
<td align="center">coli</td>
<td align="center">TRUE</td>
</tr>
<tr class="even">
<td align="left">11</td>
<td align="center">2013-07-11</td>
<td align="center">X7</td>
<td align="center">Hospital C</td>
<td align="center">B_ESCHR_COLI</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">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">13</td>
<td align="center">2013-09-05</td>
<td align="center">O5</td>
<td align="center">Hospital D</td>
<td align="center">B_STRPT_PNMN</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">F</td>
<td align="center">Gram-positive</td>
<td align="center">Streptococcus</td>
<td align="center">pneumoniae</td>
<td align="center">TRUE</td>
</tr>
<tr class="even">
<td align="left">14</td>
<td align="center">2016-11-07</td>
<td align="center">H9</td>
<td align="center">Hospital A</td>
<td align="center">B_STPHY_AURS</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">M</td>
<td align="center">Gram-positive</td>
<td align="center">Staphylococcus</td>
<td align="center">aureus</td>
@ -653,8 +653,8 @@ Longest: 1</p>
<code class="sourceCode R"><span><span class="va">data_1st</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span> <span class="fu"><a href="https://rdrr.io/pkg/cleaner/man/freq.html" class="external-link">freq</a></span><span class="op">(</span><span class="va">genus</span>, <span class="va">species</span><span class="op">)</span></span></code></pre></div>
<p><strong>Frequency table</strong></p>
<p>Class: character<br>
Length: 10,729<br>
Available: 10,729 (100.0%, NA: 0 = 0.0%)<br>
Length: 10,719<br>
Available: 10,719 (100.0%, NA: 0 = 0.0%)<br>
Unique: 4</p>
<p>Shortest: 16<br>
Longest: 24</p>
@ -671,33 +671,33 @@ Longest: 24</p>
<tr class="odd">
<td align="left">1</td>
<td align="left">Escherichia coli</td>
<td align="right">4,633</td>
<td align="right">43.18%</td>
<td align="right">4,633</td>
<td align="right">43.18%</td>
<td align="right">4,673</td>
<td align="right">43.60%</td>
<td align="right">4,673</td>
<td align="right">43.60%</td>
</tr>
<tr class="even">
<td align="left">2</td>
<td align="left">Staphylococcus aureus</td>
<td align="right">2,796</td>
<td align="right">26.06%</td>
<td align="right">7,429</td>
<td align="right">69.24%</td>
<td align="right">2,754</td>
<td align="right">25.69%</td>
<td align="right">7,427</td>
<td align="right">69.29%</td>
</tr>
<tr class="odd">
<td align="left">3</td>
<td align="left">Streptococcus pneumoniae</td>
<td align="right">2,137</td>
<td align="right">19.92%</td>
<td align="right">9,566</td>
<td align="right">89.16%</td>
<td align="right">2,094</td>
<td align="right">19.54%</td>
<td align="right">9,521</td>
<td align="right">88.82%</td>
</tr>
<tr class="even">
<td align="left">4</td>
<td align="left">Klebsiella pneumoniae</td>
<td align="right">1,163</td>
<td align="right">10.84%</td>
<td align="right">10,729</td>
<td align="right">1,198</td>
<td align="right">11.18%</td>
<td align="right">10,719</td>
<td align="right">100.00%</td>
</tr>
</tbody>
@ -716,14 +716,14 @@ Longest: 24</p>
<col width="9%">
<col width="9%">
<col width="9%">
<col width="10%">
<col width="11%">
<col width="3%">
<col width="3%">
<col width="3%">
<col width="3%">
<col width="6%">
<col width="11%">
<col width="12%">
<col width="11%">
<col width="9%">
<col width="5%">
</colgroup>
@ -744,23 +744,23 @@ Longest: 24</p>
</tr></thead>
<tbody>
<tr class="odd">
<td align="center">2017-02-23</td>
<td align="center">B4</td>
<td align="center">2013-09-05</td>
<td align="center">O5</td>
<td align="center">Hospital D</td>
<td align="center">B_STPHY_AURS</td>
<td align="center">B_STRPT_PNMN</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">M</td>
<td align="center">F</td>
<td align="center">Gram-positive</td>
<td align="center">Staphylococcus</td>
<td align="center">aureus</td>
<td align="center">Streptococcus</td>
<td align="center">pneumoniae</td>
<td align="center">TRUE</td>
</tr>
<tr class="even">
<td align="center">2016-01-27</td>
<td align="center">M1</td>
<td align="center">2017-10-30</td>
<td align="center">K1</td>
<td align="center">Hospital B</td>
<td align="center">B_STRPT_PNMN</td>
<td align="center">R</td>
@ -774,39 +774,39 @@ Longest: 24</p>
<td align="center">TRUE</td>
</tr>
<tr class="odd">
<td align="center">2012-07-10</td>
<td align="center">U10</td>
<td align="center">2012-03-15</td>
<td align="center">L1</td>
<td align="center">Hospital D</td>
<td align="center">B_STRPT_PNMN</td>
<td align="center">B_KLBSL_PNMN</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">F</td>
<td align="center">Gram-positive</td>
<td align="center">Streptococcus</td>
<td align="center">M</td>
<td align="center">Gram-negative</td>
<td align="center">Klebsiella</td>
<td align="center">pneumoniae</td>
<td align="center">TRUE</td>
</tr>
<tr class="even">
<td align="center">2017-03-06</td>
<td align="center">X10</td>
<td align="center">Hospital D</td>
<td align="center">2014-11-12</td>
<td align="center">E8</td>
<td align="center">Hospital A</td>
<td align="center">B_ESCHR_COLI</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">I</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">F</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">2017-08-29</td>
<td align="center">F1</td>
<td align="center">Hospital B</td>
<td align="center">2015-08-26</td>
<td align="center">A3</td>
<td align="center">Hospital C</td>
<td align="center">B_STRPT_PNMN</td>
<td align="center">R</td>
<td align="center">R</td>
@ -819,8 +819,8 @@ Longest: 24</p>
<td align="center">TRUE</td>
</tr>
<tr class="even">
<td align="center">2014-05-24</td>
<td align="center">N8</td>
<td align="center">2012-07-18</td>
<td align="center">R9</td>
<td align="center">Hospital B</td>
<td align="center">B_STRPT_PNMN</td>
<td align="center">S</td>
@ -854,50 +854,50 @@ Longest: 24</p>
<tr class="odd">
<td align="center">E. coli</td>
<td align="center">AMX</td>
<td align="center">2202</td>
<td align="center">119</td>
<td align="center">2312</td>
<td align="center">4633</td>
<td align="center">2221</td>
<td align="center">115</td>
<td align="center">2337</td>
<td align="center">4673</td>
</tr>
<tr class="even">
<td align="center">E. coli</td>
<td align="center">AMC</td>
<td align="center">3411</td>
<td align="center">175</td>
<td align="center">1047</td>
<td align="center">4633</td>
<td align="center">3415</td>
<td align="center">161</td>
<td align="center">1097</td>
<td align="center">4673</td>
</tr>
<tr class="odd">
<td align="center">E. coli</td>
<td align="center">CIP</td>
<td align="center">3383</td>
<td align="center">3488</td>
<td align="center">0</td>
<td align="center">1250</td>
<td align="center">4633</td>
<td align="center">1185</td>
<td align="center">4673</td>
</tr>
<tr class="even">
<td align="center">E. coli</td>
<td align="center">GEN</td>
<td align="center">4044</td>
<td align="center">4081</td>
<td align="center">0</td>
<td align="center">589</td>
<td align="center">4633</td>
<td align="center">592</td>
<td align="center">4673</td>
</tr>
<tr class="odd">
<td align="center">K. pneumoniae</td>
<td align="center">AMX</td>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">1163</td>
<td align="center">1163</td>
<td align="center">1198</td>
<td align="center">1198</td>
</tr>
<tr class="even">
<td align="center">K. pneumoniae</td>
<td align="center">AMC</td>
<td align="center">917</td>
<td align="center">41</td>
<td align="center">205</td>
<td align="center">1163</td>
<td align="center">959</td>
<td align="center">35</td>
<td align="center">204</td>
<td align="center">1198</td>
</tr>
</tbody>
</table>
@ -920,34 +920,34 @@ Longest: 24</p>
<tr class="odd">
<td align="center">E. coli</td>
<td align="center">GEN</td>
<td align="center">4044</td>
<td align="center">4081</td>
<td align="center">0</td>
<td align="center">589</td>
<td align="center">4633</td>
<td align="center">592</td>
<td align="center">4673</td>
</tr>
<tr class="even">
<td align="center">K. pneumoniae</td>
<td align="center">GEN</td>
<td align="center">1035</td>
<td align="center">1069</td>
<td align="center">0</td>
<td align="center">128</td>
<td align="center">1163</td>
<td align="center">129</td>
<td align="center">1198</td>
</tr>
<tr class="odd">
<td align="center">S. aureus</td>
<td align="center">GEN</td>
<td align="center">2484</td>
<td align="center">2441</td>
<td align="center">0</td>
<td align="center">312</td>
<td align="center">2796</td>
<td align="center">313</td>
<td align="center">2754</td>
</tr>
<tr class="even">
<td align="center">S. pneumoniae</td>
<td align="center">GEN</td>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">2137</td>
<td align="center">2137</td>
<td align="center">2094</td>
<td align="center">2094</td>
</tr>
</tbody>
</table>
@ -961,7 +961,7 @@ Longest: 24</p>
<p>As per the EUCAST guideline of 2019, we calculate resistance as the proportion of R (<code><a href="../reference/proportion.html">proportion_R()</a></code>, equal to <code><a href="../reference/proportion.html">resistance()</a></code>) and susceptibility as the proportion of S and I (<code><a href="../reference/proportion.html">proportion_SI()</a></code>, equal to <code><a href="../reference/proportion.html">susceptibility()</a></code>). These functions can be used on their own:</p>
<div class="sourceCode" id="cb26"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="va">data_1st</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span> <span class="fu"><a href="../reference/proportion.html">resistance</a></span><span class="op">(</span><span class="va">AMX</span><span class="op">)</span></span>
<span><span class="co"># [1] 0.5444123</span></span></code></pre></div>
<span><span class="co"># [1] 0.5500513</span></span></code></pre></div>
<p>Or can be used in conjunction with <code><a href="https://dplyr.tidyverse.org/reference/group_by.html" class="external-link">group_by()</a></code> and <code><a href="https://dplyr.tidyverse.org/reference/summarise.html" class="external-link">summarise()</a></code>, both from the <code>dplyr</code> package:</p>
<div class="sourceCode" id="cb27"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="va">data_1st</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span></span>
@ -975,19 +975,19 @@ Longest: 24</p>
<tbody>
<tr class="odd">
<td align="center">Hospital A</td>
<td align="center">0.5464199</td>
<td align="center">0.5483379</td>
</tr>
<tr class="even">
<td align="center">Hospital B</td>
<td align="center">0.5451604</td>
<td align="center">0.5483871</td>
</tr>
<tr class="odd">
<td align="center">Hospital C</td>
<td align="center">0.5317705</td>
<td align="center">0.5518331</td>
</tr>
<tr class="even">
<td align="center">Hospital D</td>
<td align="center">0.5496909</td>
<td align="center">0.5542563</td>
</tr>
</tbody>
</table>
@ -1008,23 +1008,23 @@ Longest: 24</p>
<tbody>
<tr class="odd">
<td align="center">Hospital A</td>
<td align="center">0.5464199</td>
<td align="center">3296</td>
<td align="center">0.5483379</td>
<td align="center">3279</td>
</tr>
<tr class="even">
<td align="center">Hospital B</td>
<td align="center">0.5451604</td>
<td align="center">3709</td>
<td align="center">0.5483871</td>
<td align="center">3720</td>
</tr>
<tr class="odd">
<td align="center">Hospital C</td>
<td align="center">0.5317705</td>
<td align="center">1621</td>
<td align="center">0.5518331</td>
<td align="center">1582</td>
</tr>
<tr class="even">
<td align="center">Hospital D</td>
<td align="center">0.5496909</td>
<td align="center">2103</td>
<td align="center">0.5542563</td>
<td align="center">2138</td>
</tr>
</tbody>
</table>
@ -1047,27 +1047,27 @@ Longest: 24</p>
<tbody>
<tr class="odd">
<td align="center">Escherichia</td>
<td align="center">0.7740125</td>
<td align="center">0.8728686</td>
<td align="center">0.9769048</td>
<td align="center">0.7652472</td>
<td align="center">0.8733148</td>
<td align="center">0.9736786</td>
</tr>
<tr class="even">
<td align="center">Klebsiella</td>
<td align="center">0.8237317</td>
<td align="center">0.8899398</td>
<td align="center">0.9724850</td>
<td align="center">0.8297162</td>
<td align="center">0.8923205</td>
<td align="center">0.9774624</td>
</tr>
<tr class="odd">
<td align="center">Staphylococcus</td>
<td align="center">0.7914878</td>
<td align="center">0.8884120</td>
<td align="center">0.9846209</td>
<td align="center">0.7803195</td>
<td align="center">0.8863471</td>
<td align="center">0.9803922</td>
</tr>
<tr class="even">
<td align="center">Streptococcus</td>
<td align="center">0.5297146</td>
<td align="center">0.5272206</td>
<td align="center">0.0000000</td>
<td align="center">0.5297146</td>
<td align="center">0.5272206</td>
</tr>
</tbody>
</table>
@ -1092,23 +1092,23 @@ Longest: 24</p>
<tbody>
<tr class="odd">
<td align="left">Hospital A</td>
<td align="right">54.6%</td>
<td align="right">27.2%</td>
<td align="right">54.8%</td>
<td align="right">26.2%</td>
</tr>
<tr class="even">
<td align="left">Hospital B</td>
<td align="right">54.5%</td>
<td align="right">26.0%</td>
<td align="right">54.8%</td>
<td align="right">27.2%</td>
</tr>
<tr class="odd">
<td align="left">Hospital C</td>
<td align="right">53.2%</td>
<td align="right">25.6%</td>
<td align="right">55.2%</td>
<td align="right">27.4%</td>
</tr>
<tr class="even">
<td align="left">Hospital D</td>
<td align="right">55.0%</td>
<td align="right">26.9%</td>
<td align="right">55.4%</td>
<td align="right">27.7%</td>
</tr>
</tbody>
</table>
@ -1206,18 +1206,16 @@ Longest: 24</p>
<code class="sourceCode R"><span><span class="va">mic_values</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/random.html">random_mic</a></span><span class="op">(</span>size <span class="op">=</span> <span class="fl">100</span><span class="op">)</span></span>
<span><span class="va">mic_values</span></span>
<span><span class="co"># Class 'mic'</span></span>
<span><span class="co"># [1] &lt;=0.001 2 0.25 0.002 0.0625 1 0.002 32 1 </span></span>
<span><span class="co"># [10] 0.5 1 0.025 0.5 &lt;=0.001 0.005 4 &gt;=256 4 </span></span>
<span><span class="co"># [19] 8 1 16 0.002 &lt;=0.001 0.002 4 0.025 8 </span></span>
<span><span class="co"># [28] 16 16 1 0.25 &lt;=0.001 16 0.005 0.005 &lt;=0.001</span></span>
<span><span class="co"># [37] &lt;=0.001 16 &gt;=256 16 128 0.0625 1 0.25 0.005 </span></span>
<span><span class="co"># [46] 0.01 0.002 0.5 128 64 0.01 8 128 1 </span></span>
<span><span class="co"># [55] &gt;=256 &gt;=256 1 0.125 &lt;=0.001 0.25 64 2 0.002 </span></span>
<span><span class="co"># [64] &gt;=256 16 1 &gt;=256 0.5 8 &gt;=256 &gt;=256 0.005 </span></span>
<span><span class="co"># [73] 0.002 2 0.25 0.25 &lt;=0.001 0.0625 0.01 0.125 1 </span></span>
<span><span class="co"># [82] 0.005 0.125 0.25 2 0.025 0.025 32 1 0.25 </span></span>
<span><span class="co"># [91] 0.005 0.01 1 0.5 1 0.0625 0.5 4 1 </span></span>
<span><span class="co"># [100] 64</span></span></code></pre></div>
<span><span class="co"># [1] 4 0.001 0.005 0.25 0.125 0.25 32 64 32 128 </span></span>
<span><span class="co"># [11] 128 128 0.5 0.001 0.002 16 0.0625 4 0.0625 2 </span></span>
<span><span class="co"># [21] 0.002 0.025 0.5 0.01 1 32 0.5 0.5 4 0.125 </span></span>
<span><span class="co"># [31] 16 0.0625 32 4 32 256 0.001 0.001 0.25 0.01 </span></span>
<span><span class="co"># [41] 0.5 2 64 0.125 128 4 0.001 32 0.01 0.125 </span></span>
<span><span class="co"># [51] 64 0.005 0.001 64 0.005 256 0.001 0.01 0.5 32 </span></span>
<span><span class="co"># [61] 256 0.01 32 16 1 0.005 128 0.0625 0.001 0.001 </span></span>
<span><span class="co"># [71] 2 64 0.002 32 4 0.01 256 0.001 0.005 32 </span></span>
<span><span class="co"># [81] 128 0.002 16 0.125 0.025 2 64 2 0.5 0.001 </span></span>
<span><span class="co"># [91] 0.005 2 0.005 64 0.025 1 0.005 16 64 1</span></span></code></pre></div>
<div class="sourceCode" id="cb37"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="co"># base R:</span></span>
<span><span class="fu"><a href="../reference/plot.html">plot</a></span><span class="op">(</span><span class="va">mic_values</span><span class="op">)</span></span></code></pre></div>
@ -1244,10 +1242,10 @@ Longest: 24</p>
<code class="sourceCode R"><span><span class="va">disk_values</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/random.html">random_disk</a></span><span class="op">(</span>size <span class="op">=</span> <span class="fl">100</span>, mo <span class="op">=</span> <span class="st">"E. coli"</span>, ab <span class="op">=</span> <span class="st">"cipro"</span><span class="op">)</span></span>
<span><span class="va">disk_values</span></span>
<span><span class="co"># Class 'disk'</span></span>
<span><span class="co"># [1] 27 30 17 21 31 26 25 21 24 31 20 28 23 26 30 22 30 17 23 29 24 30 23 26 19</span></span>
<span><span class="co"># [26] 29 24 23 19 19 30 27 23 31 27 26 24 27 26 20 17 22 29 17 23 20 19 26 28 30</span></span>
<span><span class="co"># [51] 21 30 23 30 30 17 26 25 30 20 24 27 24 20 28 23 22 22 29 18 20 27 22 22 17</span></span>
<span><span class="co"># [76] 30 19 27 27 23 19 23 31 19 26 30 25 22 23 27 28 19 29 19 19 26 26 17 23 17</span></span></code></pre></div>
<span><span class="co"># [1] 29 28 23 31 30 24 29 31 28 24 25 28 30 25 27 21 31 23 30 19 22 28 26 24 28</span></span>
<span><span class="co"># [26] 22 27 28 31 20 24 22 26 17 27 17 17 25 27 23 24 20 26 27 17 22 21 17 23 26</span></span>
<span><span class="co"># [51] 18 25 22 17 24 23 29 20 20 22 19 18 26 28 18 23 28 21 29 23 20 30 19 26 29</span></span>
<span><span class="co"># [76] 19 25 29 23 30 23 26 20 19 27 18 31 29 19 20 17 25 29 23 27 18 28 17 22 28</span></span></code></pre></div>
<div class="sourceCode" id="cb43"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="co"># base R:</span></span>
<span><span class="fu"><a href="../reference/plot.html">plot</a></span><span class="op">(</span><span class="va">disk_values</span>, mo <span class="op">=</span> <span class="st">"E. coli"</span>, ab <span class="op">=</span> <span class="st">"cipro"</span><span class="op">)</span></span></code></pre></div>

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2
articles/EUCAST.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="">1.8.2.9032</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9033</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

58
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="">1.8.2.9032</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9033</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -314,19 +314,19 @@ Unique: 2</p>
<div class="sourceCode" id="cb8"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/head.html" class="external-link">head</a></span><span class="op">(</span><span class="va">my_TB_data</span><span class="op">)</span></span>
<span><span class="co"># rifampicin isoniazid gatifloxacin ethambutol pyrazinamide moxifloxacin</span></span>
<span><span class="co"># 1 S R I S S S</span></span>
<span><span class="co"># 2 I S R R R S</span></span>
<span><span class="co"># 3 S R S S I S</span></span>
<span><span class="co"># 4 I R S S R S</span></span>
<span><span class="co"># 5 I S I S S R</span></span>
<span><span class="co"># 6 R I I S S I</span></span>
<span><span class="co"># 1 I S S R S R</span></span>
<span><span class="co"># 2 I R R R S S</span></span>
<span><span class="co"># 3 I I S S R R</span></span>
<span><span class="co"># 4 R R I I R I</span></span>
<span><span class="co"># 5 R I R S S R</span></span>
<span><span class="co"># 6 I I I S I I</span></span>
<span><span class="co"># kanamycin</span></span>
<span><span class="co"># 1 I</span></span>
<span><span class="co"># 2 S</span></span>
<span><span class="co"># 1 S</span></span>
<span><span class="co"># 2 I</span></span>
<span><span class="co"># 3 I</span></span>
<span><span class="co"># 4 S</span></span>
<span><span class="co"># 5 S</span></span>
<span><span class="co"># 6 I</span></span></code></pre></div>
<span><span class="co"># 5 I</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">
<code class="sourceCode R"><span><span class="fu"><a href="../reference/mdro.html">mdro</a></span><span class="op">(</span><span class="va">my_TB_data</span>, guideline <span class="op">=</span> <span class="st">"TB"</span><span class="op">)</span></span></code></pre></div>
@ -357,40 +357,40 @@ Unique: 5</p>
<tr class="odd">
<td align="left">1</td>
<td align="left">Mono-resistant</td>
<td align="right">3216</td>
<td align="right">64.32%</td>
<td align="right">3216</td>
<td align="right">64.32%</td>
<td align="right">3193</td>
<td align="right">63.86%</td>
<td align="right">3193</td>
<td align="right">63.86%</td>
</tr>
<tr class="even">
<td align="left">2</td>
<td align="left">Negative</td>
<td align="right">1022</td>
<td align="right">20.44%</td>
<td align="right">4238</td>
<td align="right">84.76%</td>
<td align="right">988</td>
<td align="right">19.76%</td>
<td align="right">4181</td>
<td align="right">83.62%</td>
</tr>
<tr class="odd">
<td align="left">3</td>
<td align="left">Multi-drug-resistant</td>
<td align="right">414</td>
<td align="right">8.28%</td>
<td align="right">4652</td>
<td align="right">93.04%</td>
<td align="right">429</td>
<td align="right">8.58%</td>
<td align="right">4610</td>
<td align="right">92.20%</td>
</tr>
<tr class="even">
<td align="left">4</td>
<td align="left">Poly-resistant</td>
<td align="right">239</td>
<td align="right">4.78%</td>
<td align="right">4891</td>
<td align="right">97.82%</td>
<td align="right">282</td>
<td align="right">5.64%</td>
<td align="right">4892</td>
<td align="right">97.84%</td>
</tr>
<tr class="odd">
<td align="left">5</td>
<td align="left">Extensively drug-resistant</td>
<td align="right">109</td>
<td align="right">2.18%</td>
<td align="right">108</td>
<td align="right">2.16%</td>
<td align="right">5000</td>
<td align="right">100.00%</td>
</tr>

2
articles/PCA.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="">1.8.2.9032</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9033</small>
<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
articles/SPSS.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="">1.8.2.9032</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9033</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

18
articles/WHONET.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="">1.8.2.9032</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9033</small>
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@ -209,7 +209,7 @@
<p>Class: character<br>
Length: 500<br>
Available: 500 (100.0%, NA: 0 = 0.0%)<br>
Unique: 37</p>
Unique: 38</p>
<p>Shortest: 11<br>
Longest: 40</p>
<table class="table">
@ -256,7 +256,7 @@ Longest: 40</p>
</tr>
<tr class="odd">
<td align="left">5</td>
<td align="left">Staphylococcus hominis</td>
<td align="left">Staphylococcus hominis hominis</td>
<td align="right">21</td>
<td align="right">4.2%</td>
<td align="right">409</td>
@ -296,15 +296,15 @@ Longest: 40</p>
</tr>
<tr class="even">
<td align="left">10</td>
<td align="left">Streptococcus anginosus</td>
<td align="right">5</td>
<td align="right">1.0%</td>
<td align="right">444</td>
<td align="right">88.8%</td>
<td align="left">Enterococcus columbae</td>
<td align="right">4</td>
<td align="right">0.8%</td>
<td align="right">443</td>
<td align="right">88.6%</td>
</tr>
</tbody>
</table>
<p>(omitted 27 entries, n = 56 [11.20%])</p>
<p>(omitted 28 entries, n = 57 [11.40%])</p>
<div class="sourceCode" id="cb5"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="co"># our transformed antibiotic columns</span></span>
<span><span class="co"># amoxicillin/clavulanic acid (J01CR02) as an example</span></span>

56
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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="">1.8.2.9032</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9033</small>
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@ -175,9 +175,9 @@
<h2 id="microorganisms-full-microbial-taxonomy">
<code>microorganisms</code>: Full Microbial Taxonomy<a class="anchor" aria-label="anchor" href="#microorganisms-full-microbial-taxonomy"></a>
</h2>
<p>A data set with 48,787 rows and 22 columns, containing the following column names:<br><em>mo</em>, <em>fullname</em>, <em>status</em>, <em>kingdom</em>, <em>phylum</em>, <em>class</em>, <em>order</em>, <em>family</em>, <em>genus</em>, <em>species</em>, <em>subspecies</em>, <em>rank</em>, <em>ref</em>, <em>source</em>, <em>lpsn</em>, <em>lpsn_parent</em>, <em>lpsn_renamed_to</em>, <em>gbif</em>, <em>gbif_parent</em>, <em>gbif_renamed_to</em>, <em>prevalence</em> and <em>snomed</em>.</p>
<p>A data set with 48,788 rows and 22 columns, containing the following column names:<br><em>mo</em>, <em>fullname</em>, <em>status</em>, <em>kingdom</em>, <em>phylum</em>, <em>class</em>, <em>order</em>, <em>family</em>, <em>genus</em>, <em>species</em>, <em>subspecies</em>, <em>rank</em>, <em>ref</em>, <em>source</em>, <em>lpsn</em>, <em>lpsn_parent</em>, <em>lpsn_renamed_to</em>, <em>gbif</em>, <em>gbif_parent</em>, <em>gbif_renamed_to</em>, <em>prevalence</em> and <em>snomed</em>.</p>
<p>This data set is in R available as <code>microorganisms</code>, after you load the <code>AMR</code> package.</p>
<p>It was last updated on 22 October 2022 08:21:06 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/microorganisms.html">here</a>.</p>
<p>It was last updated on 22 October 2022 20:03:38 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/microorganisms.html">here</a>.</p>
<p><strong>Direct download links:</strong></p>
<ul>
<li>Download as <a href="https://github.com/msberends/AMR/raw/main/data-raw/../data-raw/microorganisms.rds" class="external-link">original R Data Structure (RDS) file</a> (1.1 MB)<br>
@ -232,7 +232,7 @@
</tr>
<tr class="even">
<td align="center">Bacteria</td>
<td align="center">33,713</td>
<td align="center">33,714</td>
</tr>
<tr class="odd">
<td align="center">Fungi</td>
@ -449,7 +449,7 @@
</h2>
<p>A data set with 464 rows and 14 columns, containing the following column names:<br><em>ab</em>, <em>cid</em>, <em>name</em>, <em>group</em>, <em>atc</em>, <em>atc_group1</em>, <em>atc_group2</em>, <em>abbreviations</em>, <em>synonyms</em>, <em>oral_ddd</em>, <em>oral_units</em>, <em>iv_ddd</em>, <em>iv_units</em> and <em>loinc</em>.</p>
<p>This data set is in R available as <code>antibiotics</code>, after you load the <code>AMR</code> package.</p>
<p>It was last updated on 22 October 2022 08:21:06 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/antibiotics.html">here</a>.</p>
<p>It was last updated on 22 October 2022 20:03:38 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/antibiotics.html">here</a>.</p>
<p><strong>Direct download links:</strong></p>
<ul>
<li>Download as <a href="https://github.com/msberends/AMR/raw/main/data-raw/../data-raw/antibiotics.rds" class="external-link">original R Data Structure (RDS) file</a> (36 kB)<br>
@ -622,7 +622,7 @@
</h2>
<p>A data set with 102 rows and 9 columns, containing the following column names:<br><em>atc</em>, <em>cid</em>, <em>name</em>, <em>atc_group</em>, <em>synonyms</em>, <em>oral_ddd</em>, <em>oral_units</em>, <em>iv_ddd</em> and <em>iv_units</em>.</p>
<p>This data set is in R available as <code>antivirals</code>, after you load the <code>AMR</code> package.</p>
<p>It was last updated on 22 October 2022 08:21:06 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/antibiotics.html">here</a>.</p>
<p>It was last updated on 22 October 2022 20:03:38 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/antibiotics.html">here</a>.</p>
<p><strong>Direct download links:</strong></p>
<ul>
<li>Download as <a href="https://github.com/msberends/AMR/raw/main/data-raw/../data-raw/antivirals.rds" class="external-link">original R Data Structure (RDS) file</a> (4 kB)<br>
@ -752,31 +752,31 @@
<h2 id="rsi_translation-interpretation-from-mic-values-disk-diameters-to-rsi">
<code>rsi_translation</code>: Interpretation from MIC values / disk diameters to R/SI<a class="anchor" aria-label="anchor" href="#rsi_translation-interpretation-from-mic-values-disk-diameters-to-rsi"></a>
</h2>
<p>A data set with 20,369 rows and 11 columns, containing the following column names:<br><em>guideline</em>, <em>method</em>, <em>site</em>, <em>mo</em>, <em>rank_index</em>, <em>ab</em>, <em>ref_tbl</em>, <em>disk_dose</em>, <em>breakpoint_S</em>, <em>breakpoint_R</em> and <em>uti</em>.</p>
<p>A data set with 18,308 rows and 11 columns, containing the following column names:<br><em>guideline</em>, <em>method</em>, <em>site</em>, <em>mo</em>, <em>rank_index</em>, <em>ab</em>, <em>ref_tbl</em>, <em>disk_dose</em>, <em>breakpoint_S</em>, <em>breakpoint_R</em> and <em>uti</em>.</p>
<p>This data set is in R available as <code>rsi_translation</code>, after you load the <code>AMR</code> package.</p>
<p>It was last updated on 22 October 2022 08:21:06 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/rsi_translation.html">here</a>.</p>
<p>It was last updated on 22 October 2022 20:03:38 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/rsi_translation.html">here</a>.</p>
<p><strong>Direct download links:</strong></p>
<ul>
<li>Download as <a href="https://github.com/msberends/AMR/raw/main/data-raw/../data-raw/rsi_translation.rds" class="external-link">original R Data Structure (RDS) file</a> (49 kB)<br>
<li>Download as <a href="https://github.com/msberends/AMR/raw/main/data-raw/../data-raw/rsi_translation.rds" class="external-link">original R Data Structure (RDS) file</a> (42 kB)<br>
</li>
<li>Download as <a href="https://github.com/msberends/AMR/raw/main/data-raw/../data-raw/rsi_translation.txt" class="external-link">tab-separated text file</a> (2 MB)<br>
<li>Download as <a href="https://github.com/msberends/AMR/raw/main/data-raw/../data-raw/rsi_translation.txt" class="external-link">tab-separated text file</a> (1.9 MB)<br>
</li>
<li>Download as <a href="https://github.com/msberends/AMR/raw/main/data-raw/../data-raw/rsi_translation.xlsx" class="external-link">Microsoft Excel workbook</a> (0.9 MB)<br>
<li>Download as <a href="https://github.com/msberends/AMR/raw/main/data-raw/../data-raw/rsi_translation.xlsx" class="external-link">Microsoft Excel workbook</a> (0.8 MB)<br>
</li>
<li>Download as <a href="https://github.com/msberends/AMR/raw/main/data-raw/../data-raw/rsi_translation.feather" class="external-link">Apache Feather file</a> (0.8 MB)<br>
<li>Download as <a href="https://github.com/msberends/AMR/raw/main/data-raw/../data-raw/rsi_translation.feather" class="external-link">Apache Feather file</a> (0.7 MB)<br>
</li>
<li>Download as <a href="https://github.com/msberends/AMR/raw/main/data-raw/../data-raw/rsi_translation.parquet" class="external-link">Apache Parquet file</a> (99 kB)<br>
<li>Download as <a href="https://github.com/msberends/AMR/raw/main/data-raw/../data-raw/rsi_translation.parquet" class="external-link">Apache Parquet file</a> (87 kB)<br>
</li>
<li>Download as <a href="https://github.com/msberends/AMR/raw/main/data-raw/../data-raw/rsi_translation.sas" class="external-link">SAS data file</a> (4 MB)<br>
<li>Download as <a href="https://github.com/msberends/AMR/raw/main/data-raw/../data-raw/rsi_translation.sas" class="external-link">SAS data file</a> (3.6 MB)<br>
</li>
<li>Download as <a href="https://github.com/msberends/AMR/raw/main/data-raw/../data-raw/rsi_translation.sav" class="external-link">IBM SPSS Statistics data file</a> (2.6 MB)<br>
<li>Download as <a href="https://github.com/msberends/AMR/raw/main/data-raw/../data-raw/rsi_translation.sav" class="external-link">IBM SPSS Statistics data file</a> (2.3 MB)<br>
</li>
<li>Download as <a href="https://github.com/msberends/AMR/raw/main/data-raw/../data-raw/rsi_translation.dta" class="external-link">Stata DTA file</a> (3.8 MB)</li>
<li>Download as <a href="https://github.com/msberends/AMR/raw/main/data-raw/../data-raw/rsi_translation.dta" class="external-link">Stata DTA file</a> (3.4 MB)</li>
</ul>
<div class="section level3">
<h3 id="source-3">Source<a class="anchor" aria-label="anchor" href="#source-3"></a>
</h3>
<p>This data set contains interpretation rules for MIC values and disk diffusion diameters. Included guidelines are CLSI (2011-2022) and EUCAST (2011-2022).</p>
<p>This data set contains interpretation rules for MIC values and disk diffusion diameters. Included guidelines are CLSI (2013-2022) and EUCAST (2013-2022).</p>
</div>
<div class="section level3">
<h3 id="example-content-3">Example content<a class="anchor" aria-label="anchor" href="#example-content-3"></a>
@ -847,9 +847,9 @@
<td align="center">EUCAST 2022</td>
<td align="center">MIC</td>
<td align="center"></td>
<td align="center">F_CANDD</td>
<td align="center">Candida</td>
<td align="center">3</td>
<td align="center">F_CANDD_ALBC</td>
<td align="center">Candida albicans</td>
<td align="center">2</td>
<td align="center">AMB</td>
<td align="center">Amphotericin B</td>
<td align="center">Candida</td>
@ -862,8 +862,8 @@
<td align="center">EUCAST 2022</td>
<td align="center">MIC</td>
<td align="center"></td>
<td align="center">F_CANDD_ALBC</td>
<td align="center">Candida albicans</td>
<td align="center">F_CANDD_DBLN</td>
<td align="center">Candida dubliniensis</td>
<td align="center">2</td>
<td align="center">AMB</td>
<td align="center">Amphotericin B</td>
@ -877,8 +877,8 @@
<td align="center">EUCAST 2022</td>
<td align="center">MIC</td>
<td align="center"></td>
<td align="center">F_CANDD_DBLN</td>
<td align="center">Candida dubliniensis</td>
<td align="center">F_CANDD_GLBR</td>
<td align="center">Candida glabrata</td>
<td align="center">2</td>
<td align="center">AMB</td>
<td align="center">Amphotericin B</td>
@ -913,7 +913,7 @@
</h2>
<p>A data set with 134,659 rows and 2 columns, containing the following column names:<br><em>mo</em> and <em>ab</em>.</p>
<p>This data set is in R available as <code>intrinsic_resistant</code>, after you load the <code>AMR</code> package.</p>
<p>It was last updated on 22 October 2022 08:21:06 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/intrinsic_resistant.html">here</a>.</p>
<p>It was last updated on 22 October 2022 20:03:38 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/intrinsic_resistant.html">here</a>.</p>
<p><strong>Direct download links:</strong></p>
<ul>
<li>Download as <a href="https://github.com/msberends/AMR/raw/main/data-raw/../data-raw/intrinsic_resistant.rds" class="external-link">original R Data Structure (RDS) file</a> (78 kB)<br>
@ -1185,7 +1185,7 @@
</h2>
<p>A data set with 169 rows and 9 columns, containing the following column names:<br><em>ab</em>, <em>name</em>, <em>type</em>, <em>dose</em>, <em>dose_times</em>, <em>administration</em>, <em>notes</em>, <em>original_txt</em> and <em>eucast_version</em>.</p>
<p>This data set is in R available as <code>dosage</code>, after you load the <code>AMR</code> package.</p>
<p>It was last updated on 22 October 2022 08:21:06 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/dosage.html">here</a>.</p>
<p>It was last updated on 22 October 2022 20:03:38 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/dosage.html">here</a>.</p>
<p><strong>Direct download links:</strong></p>
<ul>
<li>Download as <a href="https://github.com/msberends/AMR/raw/main/data-raw/../data-raw/dosage.rds" class="external-link">original R Data Structure (RDS) file</a> (3 kB)<br>
@ -1302,7 +1302,7 @@
</h2>
<p>A data set with 2,000 rows and 46 columns, containing the following column names:<br><em>date</em>, <em>patient</em>, <em>age</em>, <em>gender</em>, <em>ward</em>, <em>mo</em>, <em>PEN</em>, <em>OXA</em>, <em>FLC</em>, <em>AMX</em>, <em>AMC</em>, <em>AMP</em>, <em>TZP</em>, <em>CZO</em>, <em>FEP</em>, <em>CXM</em>, <em>FOX</em>, <em>CTX</em>, <em>CAZ</em>, <em>CRO</em>, <em>GEN</em>, <em>TOB</em>, <em>AMK</em>, <em>KAN</em>, <em>TMP</em>, <em>SXT</em>, <em>NIT</em>, <em>FOS</em>, <em>LNZ</em>, <em>CIP</em>, <em>MFX</em>, <em>VAN</em>, <em>TEC</em>, <em>TCY</em>, <em>TGC</em>, <em>DOX</em>, <em>ERY</em>, <em>CLI</em>, <em>AZM</em>, <em>IPM</em>, <em>MEM</em>, <em>MTR</em>, <em>CHL</em>, <em>COL</em>, <em>MUP</em> and <em>RIF</em>.</p>
<p>This data set is in R available as <code>example_isolates</code>, after you load the <code>AMR</code> package.</p>
<p>It was last updated on 22 October 2022 08:21:06 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/example_isolates.html">here</a>.</p>
<p>It was last updated on 22 October 2022 20:03:38 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/example_isolates.html">here</a>.</p>
<div class="section level3">
<h3 id="source-6">Source<a class="anchor" aria-label="anchor" href="#source-6"></a>
</h3>
@ -1707,7 +1707,7 @@
</h2>
<p>A data set with 3,000 rows and 8 columns, containing the following column names:<br><em>patient_id</em>, <em>hospital</em>, <em>date</em>, <em>bacteria</em>, <em>AMX</em>, <em>AMC</em>, <em>CIP</em> and <em>GEN</em>.</p>
<p>This data set is in R available as <code>example_isolates_unclean</code>, after you load the <code>AMR</code> package.</p>
<p>It was last updated on 22 October 2022 08:21:06 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/example_isolates_unclean.html">here</a>.</p>
<p>It was last updated on 22 October 2022 20:03:38 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/example_isolates_unclean.html">here</a>.</p>
<div class="section level3">
<h3 id="source-7">Source<a class="anchor" aria-label="anchor" href="#source-7"></a>
</h3>

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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="">1.8.2.9032</small>
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@ -172,7 +172,7 @@
<hr>
<p>The <code>AMR</code> package is a <a href="https://msberends.github.io/AMR/#copyright">free and open-source</a> R package with <a href="https://en.wikipedia.org/wiki/Dependency_hell" class="external-link">zero dependencies</a> to simplify the analysis and prediction of Antimicrobial Resistance (AMR) and to work with microbial and antimicrobial data and properties, by using evidence-based methods. <strong>Our aim is to provide a standard</strong> for clean and reproducible AMR data analysis, that can therefore empower epidemiological analyses to continuously enable surveillance and treatment evaluation in any setting.</p>
<p>This work was published in the Journal of Statistical Software (Volume 104(3); <a href="https://doi.org/10.18637/jss.v104.i03" class="external-link">DOI 10.18637/jss.v104.i03</a>) and formed the basis of two PhD theses (<a href="https://doi.org/10.33612/diss.177417131" class="external-link">DOI 10.33612/diss.177417131</a> and <a href="https://doi.org/10.33612/diss.192486375" class="external-link">DOI 10.33612/diss.192486375</a>).</p>
<p>After installing this package, R knows ~49,000 distinct microbial species and all ~570 antibiotic, antimycotic and antiviral drugs by name and code (including ATC, EARS-Net, PubChem, LOINC and SNOMED CT), and knows all about valid R/SI and MIC values. It supports any data format, including WHONET/EARS-Net data.</p>
<p>After installing this package, R knows ~49,000 distinct microbial species and all ~570 antibiotic, antimycotic and antiviral drugs by name and code (including ATC, EARS-Net, ASIARS-Net, PubChem, LOINC and SNOMED CT), and knows all about valid R/SI 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.</p>
<p>The <code>AMR</code> package is available in English, Chinese, Danish, Dutch, French, German, Greek, Italian, Japanese, Polish, Portuguese, Russian, Spanish, Swedish, Turkish and Ukrainian. Antimicrobial drug (group) names and colloquial microorganism names are provided in these languages.</p>
<p>This package is fully independent of any other R package and 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>. Since its first public release in early 2018, this package has been downloaded from more than 175 countries.</p>
<p>This package can be used for:</p>

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<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9032</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9033</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -169,7 +169,7 @@
</h3>
<p>The <code>AMR</code> package is a <a href="#copyright">free and open-source</a> R package with <a href="https://en.wikipedia.org/wiki/Dependency_hell" class="external-link">zero dependencies</a> to simplify the analysis and prediction of Antimicrobial Resistance (AMR) and to work with microbial and antimicrobial data and properties, by using evidence-based methods. <strong>Our aim is to provide a standard</strong> for clean and reproducible AMR data analysis, that can therefore empower epidemiological analyses to continuously enable surveillance and treatment evaluation in any setting.</p>
<p>This work was published in the Journal of Statistical Software (Volume 104(3); <a href="https://doi.org/10.18637/jss.v104.i03" class="external-link">DOI 10.18637/jss.v104.i03</a>) and formed the basis of two PhD theses (<a href="https://doi.org/10.33612/diss.177417131" class="external-link">DOI 10.33612/diss.177417131</a> and <a href="https://doi.org/10.33612/diss.192486375" class="external-link">DOI 10.33612/diss.192486375</a>).</p>
<p>After installing this package, R knows <a href="./reference/microorganisms.html"><strong>~49,000 distinct microbial species</strong></a> and all <a href="./reference/antibiotics.html"><strong>~570 antibiotic, antimycotic and antiviral drugs</strong></a> by name and code (including ATC, WHONET/EARS-Net, PubChem, LOINC and SNOMED CT), and knows all about valid R/SI and MIC values. It supports any data format, including WHONET/EARS-Net 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>, and is being <a href="./news">actively and durably maintained</a> by two public healthcare organisations in the Netherlands.</p>
<p>After installing this package, R knows <a href="./reference/microorganisms.html"><strong>~49,000 distinct microbial species</strong></a> and all <a href="./reference/antibiotics.html"><strong>~570 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 R/SI 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>, and is being <a href="./news">actively and durably maintained</a> by two public healthcare organisations in the Netherlands.</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>
@ -445,7 +445,7 @@
<p>This package was intended as a comprehensive toolbox for integrated AMR data analysis. This package can be used for:</p>
<ul>
<li>Reference for the taxonomy of microorganisms, since the package contains all microbial (sub)species from the List of Prokaryotic names with Standing in Nomenclature (<a href="(https://lpsn.dsmz.de)" class="external-link">LPSN</a>) and the Global Biodiversity Information Facility (<a href="https://www.gbif.org" class="external-link">GBIF</a>) (<a href="./reference/mo_property.html">manual</a>)</li>
<li>Interpreting raw MIC and disk diffusion values, based on the latest CLSI or EUCAST guidelines (<a href="./reference/as.rsi.html">manual</a>)</li>
<li>Interpreting raw MIC and disk diffusion values, based on any CLSI or EUCAST guideline from the last 10 years (<a href="./reference/as.rsi.html">manual</a>)</li>
<li>Retrieving antimicrobial drug names, doses and forms of administration from clinical health care records (<a href="./reference/ab_from_text.html">manual</a>)</li>
<li>Determining first isolates to be used for AMR data analysis (<a href="./reference/first_isolate.html">manual</a>)</li>
<li>Calculating antimicrobial resistance (<a href="./articles/AMR.html">tutorial</a>)</li>

20
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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="">1.8.2.9032</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9033</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -127,10 +127,10 @@
</div>
<div class="section level2">
<h2 class="pkg-version" data-toc-text="1.8.2.9032" id="amr-1829032">AMR 1.8.2.9032<a class="anchor" aria-label="anchor" href="#amr-1829032"></a></h2>
<h2 class="pkg-version" data-toc-text="1.8.2.9033" id="amr-1829033">AMR 1.8.2.9033<a class="anchor" aria-label="anchor" href="#amr-1829033"></a></h2>
<p>This version will eventually become v2.0! We’re happy to reach a new major milestone soon!</p>
<div class="section level4">
<h4 id="breaking-1-8-2-9032">Breaking<a class="anchor" aria-label="anchor" href="#breaking-1-8-2-9032"></a></h4>
<h4 id="breaking-1-8-2-9033">Breaking<a class="anchor" aria-label="anchor" href="#breaking-1-8-2-9033"></a></h4>
<ul><li>Removed all species of the taxonomic kingdom Chromista from the package. This was done for multiple reasons:<ul><li>CRAN allows packages to be around 5 MB maximum, some packages are exempted but this package is not one of them</li>
<li>Chromista are not relevant when it comes to antimicrobial resistance, thus lacking the primary scope of this package</li>
<li>Chromista are almost never clinically relevant, thus lacking the secondary scope of this package</li>
@ -139,15 +139,17 @@
<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>
<li>The MO matching score algorithm (<code><a href="../reference/mo_matching_score.html">mo_matching_score()</a></code>) now counts deletions and substitutions as 2 instead of 1, which impacts the outcome of <code><a href="../reference/as.mo.html">as.mo()</a></code> and any <code>mo_*()</code> function</li>
<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">rsi_df()</a></code> and some plotting functions), since it was replaced with <code>combine_SI</code> three years ago</li>
<li>Removal of interpretation guidelines older than 10 years, the oldest now included guidelines of EUCAST and CLSI are from 2013</li>
</ul></div>
<div class="section level4">
<h4 id="new-1-8-2-9032">New<a class="anchor" aria-label="anchor" href="#new-1-8-2-9032"></a></h4>
<h4 id="new-1-8-2-9033">New<a class="anchor" aria-label="anchor" href="#new-1-8-2-9033"></a></h4>
<ul><li>EUCAST 2022 and CLSI 2022 guidelines have been added for <code><a href="../reference/as.rsi.html">as.rsi()</a></code>. EUCAST 2022 is now the new default guideline for all MIC and disks diffusion interpretations.</li>
<li>All new algorithm for <code><a href="../reference/as.mo.html">as.mo()</a></code> (and thus internally all <code>mo_*()</code> functions) while still following our original set-up as described in our paper (DOI 10.18637/jss.v104.i03).<ul><li>A new argument <code>keep_synonyms</code> allows to <em>not</em> correct for updated taxonomy, in favour of the now deleted argument <code>allow_uncertain</code>
<li>All new algorithm for <code><a href="../reference/as.mo.html">as.mo()</a></code> (and thus all <code>mo_*()</code> functions) while still following our original set-up as described in our paper (DOI 10.18637/jss.v104.i03).<ul><li>A new argument <code>keep_synonyms</code> allows to <em>not</em> correct for updated taxonomy, in favour of the now deleted argument <code>allow_uncertain</code>
</li>
<li>It has increased tremendously in speed and returns generally more consequent results</li>
<li>Sequential coercion is now extremely fast as results are stored to the package environment, although coercion of unknown values must be run once per session. Previous results can be reset/removed with the new <code><a href="../reference/as.mo.html">mo_reset_session()</a></code> function.</li>
</ul></li>
<li>Support for microorganism codes of the ASIan Antimicrobial Resistance Surveillance Network (ASIARS-Net)</li>
<li>Function <code><a href="../reference/proportion.html">rsi_confidence_interval()</a></code> to add confidence intervals in AMR calculation. This is also included in <code><a href="../reference/proportion.html">rsi_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>
@ -160,9 +162,10 @@
<li>Our data sets are now also continually exported to Apache Feather and Apache Parquet formats. You can find more info <a href="https://msberends.github.io/AMR/articles/datasets.html">in this article on our website</a>.</li>
<li>Support for using antibiotic selectors in scoped <code>dplyr</code> verbs (with or without <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>, see <code><a href="../reference/proportion.html">resistance()</a></code>
</li>
<li>Support for antimicrobial interpretation of anaerobic bacteria, by adding a ‘placeholder’ code <code>B_ANAER</code> to the <code>microorganisms</code> data set and add the breakpoints of anaerobics to the <code>rsi_interpretation</code> data set, which is used by <code><a href="../reference/as.rsi.html">as.rsi()</a></code> when interpreting MIC and disk diffusion values</li>
</ul></div>
<div class="section level4">
<h4 id="changed-1-8-2-9032">Changed<a class="anchor" aria-label="anchor" href="#changed-1-8-2-9032"></a></h4>
<h4 id="changed-1-8-2-9033">Changed<a class="anchor" aria-label="anchor" href="#changed-1-8-2-9033"></a></h4>
<ul><li>Fix for using <code><a href="../reference/as.rsi.html">as.rsi()</a></code> on certain EUCAST breakpoints for MIC values</li>
<li>Fix for using <code><a href="../reference/as.rsi.html">as.rsi()</a></code> on <code>NA</code> values (e.g. <code>as.rsi(as.disk(NA), ...)</code>)</li>
<li>Removed <code><a href="https://rdrr.io/r/base/integer.html" class="external-link">as.integer()</a></code> for MIC values, since MIC are not integer values and running <code><a href="https://rdrr.io/r/base/table.html" class="external-link">table()</a></code> on MIC values consequently failed for not being able to retrieve the level position (as that’s how normally <code><a href="https://rdrr.io/r/base/integer.html" class="external-link">as.integer()</a></code> on <code>factor</code>s work)</li>
@ -185,9 +188,12 @@
<li>
<code><a href="../reference/mo_property.html">mo_snomed()</a></code> now returns class <code>character</code>, not <code>numeric</code> anymore (to make long SNOMED codes readable)</li>
<li>Fix for using <code><a href="../reference/as.ab.html">as.ab()</a></code> on <code>NA</code> values</li>
<li>Updated support for all WHONET 2022 microorganism codes</li>
<li>Antimicrobial interpretation ‘SDD’ (susceptible dose-dependent, coined by CLSI) will be interpreted as ‘I’ to comply with EUCAST’s ‘I’ in <code><a href="../reference/as.rsi.html">as.rsi()</a></code>
</li>
</ul></div>
<div class="section level4">
<h4 id="other-1-8-2-9032">Other<a class="anchor" aria-label="anchor" href="#other-1-8-2-9032"></a></h4>
<h4 id="other-1-8-2-9033">Other<a class="anchor" aria-label="anchor" href="#other-1-8-2-9033"></a></h4>
<ul><li>New website to make use of the new Bootstrap 5 and pkgdown 2.0. The website now contains results for all examples and will be automatically regenerated with every change to our repository, using GitHub Actions</li>
<li>Added Peter Dutey-Magni, Dmytro Mykhailenko, Anton Mymrikov, and Jonas Salm as contributors, to thank them for their valuable input</li>
<li>All R and Rmd files in this project are now styled using the <code>styler</code> package</li>

2
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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: 2022-10-22T08:23Z
last_built: 2022-10-22T20:06Z
urls:
reference: https://msberends.github.io/AMR/reference
article: https://msberends.github.io/AMR/articles

2
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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="">1.8.2.9032</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9033</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

8
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@ -9,7 +9,7 @@ After installing this package, R knows ~49,000 distinct microbial species and al
This package is fully independent of any other R package and works on Windows, macOS and Linux with all versions of R since R-3.0.0 (April 2013). It was designed to work in any setting, including those with very limited resources. It was created for both routine data analysis and academic research at the Faculty of Medical Sciences of the University of Groningen, in collaboration with non-profit organisations Certe Medical Diagnostics and Advice and University Medical Center Groningen. This R package is actively maintained and free software; you can freely use and distribute it for both personal and commercial (but not patent) purposes under the terms of the GNU General Public License version 2.0 (GPL-2), as published by the Free Software Foundation.
This package can be used for:
Reference for the taxonomy of microorganisms, since the package contains all microbial (sub)species from the List of Prokaryotic names with Standing in Nomenclature (LPSN) and the Global Biodiversity Information Facility (GBIF)
Interpreting raw MIC and disk diffusion values, based on the latest CLSI or EUCAST guidelines
Interpreting raw MIC and disk diffusion values, based on any CLSI or EUCAST guideline from the last 10 years
Retrieving antimicrobial drug names, doses and forms of administration from clinical health care records
Determining first isolates to be used for AMR data analysis
Calculating antimicrobial resistance
@ -35,7 +35,7 @@ After installing this package, R knows ~49,000 distinct microbial species and al
This package is fully independent of any other R package and works on Windows, macOS and Linux with all versions of R since R-3.0.0 (April 2013). It was designed to work in any setting, including those with very limited resources. It was created for both routine data analysis and academic research at the Faculty of Medical Sciences of the University of Groningen, in collaboration with non-profit organisations Certe Medical Diagnostics and Advice and University Medical Center Groningen. This R package is actively maintained and free software; you can freely use and distribute it for both personal and commercial (but not patent) purposes under the terms of the GNU General Public License version 2.0 (GPL-2), as published by the Free Software Foundation.
This package can be used for:
Reference for the taxonomy of microorganisms, since the package contains all microbial (sub)species from the List of Prokaryotic names with Standing in Nomenclature (LPSN) and the Global Biodiversity Information Facility (GBIF)
Interpreting raw MIC and disk diffusion values, based on the latest CLSI or EUCAST guidelines
Interpreting raw MIC and disk diffusion values, based on any CLSI or EUCAST guideline from the last 10 years
Retrieving antimicrobial drug names, doses and forms of administration from clinical health care records
Determining first isolates to be used for AMR data analysis
Calculating antimicrobial resistance
@ -62,7 +62,7 @@ Principal component analysis for AMR
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9032</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9033</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -189,7 +189,7 @@ Principal component analysis for AMR
<p>After installing this package, <span style="R">R</span> knows ~49,000 distinct microbial species and all ~570 antibiotic, antimycotic and antiviral drugs by name and code (including ATC, EARS-NET, LOINC and SNOMED CT), and knows all about valid R/SI and MIC values. It supports any data format, including WHONET/EARS-Net data.</p>
<p>This package is fully independent of any other <span style="R">R</span> package and works on Windows, macOS and Linux with all versions of <span style="R">R</span> since R-3.0.0 (April 2013). It was designed to work in any setting, including those with very limited resources. It was created for both routine data analysis and academic research at the Faculty of Medical Sciences of the University of Groningen, in collaboration with non-profit organisations Certe Medical Diagnostics and Advice and University Medical Center Groningen. This <span style="R">R</span> package is actively maintained and free software; you can freely use and distribute it for both personal and commercial (but not patent) purposes under the terms of the GNU General Public License version 2.0 (GPL-2), as published by the Free Software Foundation.</p>
<p>This package can be used for:</p><ul><li><p>Reference for the taxonomy of microorganisms, since the package contains all microbial (sub)species from the List of Prokaryotic names with Standing in Nomenclature (LPSN) and the Global Biodiversity Information Facility (GBIF)</p></li>
<li><p>Interpreting raw MIC and disk diffusion values, based on the latest CLSI or EUCAST guidelines</p></li>
<li><p>Interpreting raw MIC and disk diffusion values, based on any CLSI or EUCAST guideline from the last 10 years</p></li>
<li><p>Retrieving antimicrobial drug names, doses and forms of administration from clinical health care records</p></li>
<li><p>Determining first isolates to be used for AMR data analysis</p></li>
<li><p>Calculating antimicrobial resistance</p></li>

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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="">1.8.2.9032</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9033</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="">1.8.2.9032</small>
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2
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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="">1.8.2.9032</small>
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2
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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="">1.8.2.9032</small>
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2
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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="">1.8.2.9032</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="">1.8.2.9032</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9033</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -190,16 +190,16 @@
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="va">df</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> birth_date age age_exact age_at_y2k</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 1 1945-06-08 77 77.37260 54</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 2 1932-04-12 90 90.52877 67</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 3 1956-12-27 65 65.81918 43</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 4 1947-12-21 74 74.83562 52</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 5 1954-10-06 68 68.04384 45</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 6 1951-10-15 71 71.01918 48</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 7 1941-11-29 80 80.89589 58</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 8 1992-05-13 30 30.44384 7</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 9 1994-08-11 28 28.19726 5</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 10 1934-12-18 87 87.84384 65</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 1 1932-08-03 90 90.21918 67</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 2 1984-07-10 38 38.28493 15</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 3 1986-05-06 36 36.46301 13</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 4 1964-10-20 58 58.00548 35</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 5 1967-07-23 55 55.24932 32</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 6 1962-05-31 60 60.39452 37</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 7 1947-07-30 75 75.23014 52</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 8 1973-03-03 49 49.63836 26</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 9 1932-04-29 90 90.48219 67</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 10 1988-09-07 34 34.12329 11</span>
</code></pre></div>
</div>
</main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>

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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="">1.8.2.9032</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="">1.8.2.9032</small>
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<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9032</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="">1.8.2.9032</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="">1.8.2.9032</small>
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13
reference/as.mic.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="">1.8.2.9032</small>
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@ -169,7 +169,7 @@
</div>
<div class="section level2">
<h2 id="details">Details<a class="anchor" aria-label="anchor" href="#details"></a></h2>
<p>To interpret MIC values as RSI values, use <code><a href="as.rsi.html">as.rsi()</a></code> on MIC values. It supports guidelines from EUCAST (2011-2022) and CLSI (2011-2022).</p>
<p>To interpret MIC values as RSI values, use <code><a href="as.rsi.html">as.rsi()</a></code> on MIC values. It supports guidelines from EUCAST (2013-2022) and CLSI (2013-2022).</p>
<p>This class for MIC values is a quite a special data type: formally it is an ordered <a href="https://rdrr.io/r/base/factor.html" class="external-link">factor</a> with valid MIC values as <a href="https://rdrr.io/r/base/factor.html" class="external-link">factor</a> levels (to make sure only valid MIC values are retained), but for any mathematical operation it acts as decimal numbers:</p>
<p></p><div class="sourceCode"><pre><code><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a>x <span class="ot">&lt;-</span> <span class="fu">random_mic</span>(<span class="dv">10</span>)</span>
<span id="cb1-2"><a href="#cb1-2" aria-hidden="true" tabindex="-1"></a>x</span>
@ -240,7 +240,8 @@
<span class="r-in"><span><span class="op">)</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> =&gt; Interpreting MIC values of 'AMX' (amoxicillin) according to EUCAST</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> 2022...</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> OK.</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in `as.rsi()`: assuming site 'Meningitis' for Streptococcus pneumoniae</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> WARNING.</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class 'rsi'</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] R</span>
<span class="r-in"><span><span class="fu"><a href="as.rsi.html">as.rsi</a></span><span class="op">(</span></span></span>
@ -251,7 +252,11 @@
<span class="r-in"><span><span class="op">)</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> =&gt; Interpreting MIC values of 'AMX' (amoxicillin) according to EUCAST</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> 2022...</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> OK.</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in `as.rsi()`: assuming site 'Meningitis' for Streptococcus pneumoniae</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in `as.rsi()`: assuming site 'Meningitis' for Streptococcus pneumoniae</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in `as.rsi()`: assuming site 'Meningitis' for Streptococcus pneumoniae</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in `as.rsi()`: assuming site 'Meningitis' for Streptococcus pneumoniae</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> WARNING.</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class 'rsi'</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] S R R R</span>
<span class="r-in"><span></span></span>

2
reference/as.mo.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="">1.8.2.9032</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9033</small>
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43
reference/as.rsi.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="">1.8.2.9032</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9033</small>
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@ -185,6 +185,12 @@
<h2 id="format">Format<a class="anchor" aria-label="anchor" href="#format"></a></h2>
<p>An object of class <code>rsi</code> (inherits from <code>ordered</code>, <code>factor</code>) of length 1.</p>
</div>
<div class="section level2">
<h2 id="source">Source<a class="anchor" aria-label="anchor" href="#source"></a></h2>
<p>For interpretations of minimum inhibitory concentration (MIC) values and disk diffusion diameters:</p><ul><li><p><strong>M39 Analysis and Presentation of Cumulative Antimicrobial Susceptibility Test Data</strong>, 2013-2022, <em>Clinical and Laboratory Standards Institute</em> (CLSI). <a href="https://clsi.org/standards/products/microbiology/documents/m39/" class="external-link">https://clsi.org/standards/products/microbiology/documents/m39/</a>.</p></li>
<li><p><strong>M100 Performance Standard for Antimicrobial Susceptibility Testing</strong>, 2013-2022, <em>Clinical and Laboratory Standards Institute</em> (CLSI). <a href="https://clsi.org/standards/products/microbiology/documents/m100/" class="external-link">https://clsi.org/standards/products/microbiology/documents/m100/</a>.</p></li>
<li><p><strong>Breakpoint tables for interpretation of MICs and zone diameters</strong>, 2013-2022, <em>European Committee on Antimicrobial Susceptibility Testing</em> (EUCAST). <a href="https://www.eucast.org/clinical_breakpoints" class="external-link">https://www.eucast.org/clinical_breakpoints</a>.</p></li>
</ul></div>
<div class="section level2">
<h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
<dl><dt>x</dt>
@ -208,7 +214,7 @@
<dt>guideline</dt>
<dd><p>defaults to EUCAST 2022 (the latest implemented EUCAST guideline in the <a href="rsi_translation.html">rsi_translation</a> data set), supports EUCAST (2011-2022) and CLSI (2011-2022), see <em>Details</em></p></dd>
<dd><p>defaults to EUCAST 2022 (the latest implemented EUCAST guideline in the <a href="rsi_translation.html">rsi_translation</a> data set), supports EUCAST (2013-2022) and CLSI (2013-2022), see <em>Details</em></p></dd>
<dt>uti</dt>
@ -268,7 +274,7 @@
<h3 id="supported-guidelines">Supported Guidelines<a class="anchor" aria-label="anchor" href="#supported-guidelines"></a></h3>
<p>For interpreting MIC values as well as disk diffusion diameters, currently implemented guidelines are EUCAST (2011-2022) and CLSI (2011-2022).</p>
<p>For interpreting MIC values as well as disk diffusion diameters, currently implemented guidelines are EUCAST (2013-2022) and CLSI (2013-2022).</p>
<p>Thus, the <code>guideline</code> argument must be set to e.g., <code>"EUCAST 2022"</code> or <code>"CLSI 2022"</code>. By simply using <code>"EUCAST"</code> (the default) or <code>"CLSI"</code> as input, the latest included version of that guideline will automatically be selected. You can set your own data set using the <code>reference_data</code> argument. The <code>guideline</code> argument will then be ignored.</p>
</div>
@ -283,7 +289,7 @@
<h3 id="machine-readable-interpretation-guidelines">Machine-Readable Interpretation Guidelines<a class="anchor" aria-label="anchor" href="#machine-readable-interpretation-guidelines"></a></h3>
<p>The repository of this package <a href="https://github.com/msberends/AMR/blob/main/data-raw/rsi_translation.txt" class="external-link">contains a machine-readable version</a> of all guidelines. This is a CSV file consisting of 20,369 rows and 11 columns. This file is machine-readable, since it contains one row for every unique combination of the test method (MIC or disk diffusion), the antimicrobial agent and the microorganism. <strong>This allows for easy implementation of these rules in laboratory information systems (LIS)</strong>. Note that it only contains interpretation guidelines for humans - interpretation guidelines from CLSI for animals were removed.</p>
<p>The repository of this package <a href="https://github.com/msberends/AMR/blob/main/data-raw/rsi_translation.txt" class="external-link">contains a machine-readable version</a> of all guidelines. This is a CSV file consisting of 18,308 rows and 11 columns. This file is machine-readable, since it contains one row for every unique combination of the test method (MIC or disk diffusion), the antimicrobial agent and the microorganism. <strong>This allows for easy implementation of these rules in laboratory information systems (LIS)</strong>. Note that it only contains interpretation guidelines for humans - interpretation guidelines from CLSI for animals were removed.</p>
</div>
<div class="section">
@ -484,16 +490,16 @@ A microorganism is categorised as <em>Susceptible, Increased exposure</em> when
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 50 × 13</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> datetime index ab_input ab_consid…¹ mo_in…² mo_conside…³ guide…⁴</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dttm&gt;</span> <span style="color: #949494; font-style: italic;">&lt;int&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;ab&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;mo&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> 2022-10-22 <span style="color: #949494;">08:23:30</span> 1 ampicillin AMP Strep … B_STRPT_PNMN EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 2022-10-22 <span style="color: #949494;">08:23:30</span> 1 AMP AMP Escher… B_ESCHR_COLI EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> 2022-10-22 <span style="color: #949494;">08:23:31</span> 1 CIP CIP Escher… B_ESCHR_COLI EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> 2022-10-22 <span style="color: #949494;">08:23:31</span> 1 GEN GEN Escher… B_ESCHR_COLI EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> 2022-10-22 <span style="color: #949494;">08:23:31</span> 1 TOB TOB Escher… B_ESCHR_COLI EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> 2022-10-22 <span style="color: #949494;">08:23:31</span> 1 AMX AMX B_STRP… B_STRPT_PNMN EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> 2022-10-22 <span style="color: #949494;">08:23:32</span> 1 AMX AMX B_STRP… B_STRPT_PNMN EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 2022-10-22 <span style="color: #949494;">08:23:32</span> 2 AMX AMX B_STRP… B_STRPT_PNMN EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 2022-10-22 <span style="color: #949494;">08:23:32</span> 3 AMX AMX B_STRP… B_STRPT_PNMN EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> 2022-10-22 <span style="color: #949494;">08:23:32</span> 4 AMX AMX B_STRP… B_STRPT_PNMN EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> 2022-10-22 <span style="color: #949494;">20:06:45</span> 1 ampicillin AMP Strep … B_STRPT_PNMN EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 2022-10-22 <span style="color: #949494;">20:06:46</span> 1 AMP AMP Escher… B_ESCHR_COLI EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> 2022-10-22 <span style="color: #949494;">20:06:46</span> 1 CIP CIP Escher… B_ESCHR_COLI EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> 2022-10-22 <span style="color: #949494;">20:06:46</span> 1 GEN GEN Escher… B_ESCHR_COLI EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> 2022-10-22 <span style="color: #949494;">20:06:46</span> 1 TOB TOB Escher… B_ESCHR_COLI EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> 2022-10-22 <span style="color: #949494;">20:06:47</span> 1 AMX AMX B_STRP… B_STRPT_PNMN EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> 2022-10-22 <span style="color: #949494;">20:06:47</span> 1 AMX AMX B_STRP… B_STRPT_PNMN EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 2022-10-22 <span style="color: #949494;">20:06:47</span> 2 AMX AMX B_STRP… B_STRPT_PNMN EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 2022-10-22 <span style="color: #949494;">20:06:47</span> 3 AMX AMX B_STRP… B_STRPT_PNMN EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> 2022-10-22 <span style="color: #949494;">20:06:47</span> 4 AMX AMX B_STRP… B_STRPT_PNMN EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 40 more rows, 6 more variables: ref_table &lt;chr&gt;, method &lt;chr&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># breakpoint_S &lt;dbl&gt;, breakpoint_R &lt;dbl&gt;, input &lt;dbl&gt;, interpretation &lt;rsi&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># and abbreviated variable names ¹​ab_considered, ²​mo_input, ³​mo_considered,</span></span>
@ -508,7 +514,8 @@ A microorganism is categorised as <em>Susceptible, Increased exposure</em> when
<span class="r-in"><span><span class="op">)</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> =&gt; Interpreting MIC values of 'AMP' (ampicillin) according to EUCAST</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> 2022...</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> OK.</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in `as.rsi()`: assuming site 'Non-meningitis' for Streptococcus pneumoniae</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> WARNING.</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class 'rsi'</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] R</span>
<span class="r-in"><span></span></span>
@ -633,10 +640,12 @@ A microorganism is categorised as <em>Susceptible, Increased exposure</em> when
<span class="r-msg co"><span class="r-pr">#&gt;</span> OK.</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> =&gt; Interpreting disk diffusion zones of 'GEN' (gentamicin) according to</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> EUCAST 2022...</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> OK.</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in `as.rsi()`: assuming site 'UTI' for Enterobacterales</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> WARNING.</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> =&gt; Interpreting disk diffusion zones of 'TOB' (tobramycin) according to</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> EUCAST 2022...</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> OK.</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>in `as.rsi()`: assuming site 'UTI' for Enterobacterales</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> WARNING.</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> microorganism AMP CIP GEN TOB ERY</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 1 Escherichia coli S I S S R</span>
<span class="r-in"><span></span></span>

2
reference/atc_online.html
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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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2
reference/availability.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="">1.8.2.9032</small>
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6
reference/bug_drug_combinations.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="">1.8.2.9032</small>
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@ -150,10 +150,6 @@
<span><span class="op">)</span></span></code></pre></div>
</div>
<div class="section level2">
<h2 id="source">Source<a class="anchor" aria-label="anchor" href="#source"></a></h2>
<p><strong>M39 Analysis and Presentation of Cumulative Antimicrobial Susceptibility Test Data, 5th Edition</strong>, 2022, <em>Clinical and Laboratory Standards Institute (CLSI)</em>. <a href="https://clsi.org/standards/products/microbiology/documents/m39/" class="external-link">https://clsi.org/standards/products/microbiology/documents/m39/</a>.</p>
</div>
<div class="section level2">
<h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
<dl><dt>x</dt>

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>
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2
reference/custom_eucast_rules.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="">1.8.2.9032</small>
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2
reference/dosage.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="">1.8.2.9032</small>
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2
reference/eucast_rules.html
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@ -12,7 +12,7 @@ To improve the interpretation of the antibiogram before EUCAST rules are applied
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2
reference/example_isolates.html
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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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2
reference/example_isolates_unclean.html
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@ -10,7 +10,7 @@
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2
reference/first_isolate.html
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@ -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="">1.8.2.9032</small>
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2
reference/g.test.html
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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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128
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="">1.8.2.9032</small>
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@ -177,40 +177,40 @@
<span class="r-in"><span><span class="va">df</span> <span class="op">&lt;-</span> <span class="va">example_isolates</span><span class="op">[</span><span class="fu"><a href="https://rdrr.io/r/base/sample.html" class="external-link">sample</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/seq.html" class="external-link">seq_len</a></span><span class="op">(</span><span class="fl">2000</span><span class="op">)</span>, size <span class="op">=</span> <span class="fl">200</span><span class="op">)</span>, <span class="op">]</span></span></span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="fu">get_episode</span><span class="op">(</span><span class="va">df</span><span class="op">$</span><span class="va">date</span>, episode_days <span class="op">=</span> <span class="fl">60</span><span class="op">)</span> <span class="co"># indices</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 32 48 50 13 52 47 10 39 18 45 31 54 2 17 55 46 26 24 22 39 41 52 30 56 49</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [26] 51 26 61 52 53 13 57 15 16 52 57 48 63 6 45 13 63 60 20 27 47 56 9 39 11</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [51] 31 8 53 17 5 61 67 64 40 3 35 27 31 32 13 67 17 37 4 53 67 58 19 28 46</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [76] 8 49 14 46 59 63 2 58 40 28 2 42 3 1 7 48 16 63 19 5 1 25 32 52 45</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [101] 17 46 12 44 6 62 24 11 66 33 63 13 22 43 62 48 32 27 19 23 4 54 8 57 11</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [126] 65 65 45 17 64 33 55 24 64 40 28 67 18 40 35 12 66 60 57 22 37 29 43 63 9</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [151] 22 57 58 9 57 9 22 4 7 31 25 67 26 37 59 41 23 36 10 59 22 1 43 31 11</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [176] 39 10 11 4 62 66 16 34 9 44 66 9 34 34 20 37 11 29 9 53 45 38 21 50 4</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 7 17 26 38 59 54 8 42 21 1 24 24 23 46 60 43 14 14 62 29 3 3 58 64 7</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [26] 31 27 9 50 56 32 9 57 26 47 45 37 14 11 27 45 16 17 49 1 61 18 33 25 19</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [51] 56 34 1 12 63 31 37 20 7 48 1 20 50 15 55 9 52 53 32 31 30 61 53 10 2</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [76] 38 58 28 9 40 25 17 63 19 7 4 64 7 29 40 35 15 11 60 17 44 12 8 8 49</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [101] 31 57 55 35 9 19 61 53 23 21 59 31 19 30 54 34 48 28 15 57 49 50 47 11 20</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [126] 11 47 41 62 14 5 64 24 41 17 53 58 11 21 1 49 53 58 26 6 9 23 33 22 11</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [151] 63 24 5 5 32 50 17 27 41 4 7 26 18 28 57 43 32 16 57 7 26 36 48 35 51</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [176] 2 15 46 59 28 63 5 61 1 42 38 57 27 47 48 13 12 61 40 57 55 39 61 54 38</span>
<span class="r-in"><span><span class="fu">is_new_episode</span><span class="op">(</span><span class="va">df</span><span class="op">$</span><span class="va">date</span>, episode_days <span class="op">=</span> <span class="fl">60</span><span class="op">)</span> <span class="co"># TRUE/FALSE</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] FALSE FALSE TRUE FALSE TRUE FALSE FALSE FALSE TRUE FALSE FALSE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [13] TRUE FALSE TRUE FALSE FALSE FALSE TRUE FALSE FALSE FALSE TRUE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [25] TRUE TRUE FALSE FALSE FALSE FALSE TRUE FALSE TRUE TRUE FALSE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [37] FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE TRUE TRUE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [49] FALSE FALSE FALSE FALSE TRUE FALSE FALSE TRUE FALSE TRUE TRUE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [61] FALSE FALSE TRUE TRUE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [73] TRUE FALSE TRUE FALSE FALSE TRUE FALSE TRUE FALSE FALSE FALSE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [85] FALSE FALSE TRUE FALSE FALSE TRUE TRUE FALSE FALSE FALSE TRUE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [97] TRUE FALSE FALSE TRUE FALSE FALSE FALSE FALSE TRUE TRUE FALSE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [109] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [121] TRUE FALSE TRUE FALSE FALSE FALSE TRUE FALSE TRUE FALSE TRUE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [133] TRUE FALSE FALSE TRUE FALSE FALSE FALSE TRUE TRUE FALSE FALSE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [145] FALSE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE FALSE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [157] FALSE FALSE FALSE FALSE FALSE FALSE TRUE TRUE FALSE TRUE FALSE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [169] FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE TRUE FALSE FALSE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [181] FALSE FALSE TRUE FALSE TRUE TRUE FALSE FALSE FALSE TRUE FALSE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [193] FALSE FALSE FALSE FALSE TRUE TRUE FALSE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE TRUE FALSE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [13] FALSE TRUE TRUE FALSE FALSE FALSE TRUE FALSE TRUE FALSE FALSE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [25] FALSE FALSE FALSE FALSE TRUE TRUE FALSE TRUE TRUE TRUE FALSE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [37] TRUE FALSE FALSE TRUE TRUE FALSE FALSE TRUE FALSE FALSE TRUE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [49] TRUE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [61] FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE TRUE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [73] FALSE TRUE FALSE TRUE FALSE TRUE FALSE FALSE FALSE FALSE TRUE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [85] FALSE TRUE FALSE FALSE TRUE TRUE TRUE FALSE FALSE FALSE FALSE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [97] TRUE FALSE TRUE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [109] FALSE FALSE TRUE TRUE FALSE FALSE TRUE FALSE FALSE FALSE TRUE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [121] FALSE FALSE FALSE TRUE FALSE FALSE TRUE FALSE FALSE TRUE TRUE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [133] FALSE TRUE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [145] TRUE FALSE TRUE TRUE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [157] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE TRUE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [169] FALSE FALSE FALSE TRUE TRUE FALSE TRUE TRUE FALSE FALSE FALSE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [181] FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE TRUE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [193] FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE</span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="co"># filter on results from the third 60-day episode only, using base R</span></span></span>
<span class="r-in"><span><span class="va">df</span><span class="op">[</span><span class="fu"><a href="https://rdrr.io/r/base/which.html" class="external-link">which</a></span><span class="op">(</span><span class="fu">get_episode</span><span class="op">(</span><span class="va">df</span><span class="op">$</span><span class="va">date</span>, <span class="fl">60</span><span class="op">)</span> <span class="op">==</span> <span class="fl">3</span><span class="op">)</span>, <span class="op">]</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 2 × 46</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> date patient age gender ward mo PEN OXA FLC AMX </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;date&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;mo&gt;</span> <span style="color: #949494; font-style: italic;">&lt;rsi&gt;</span> <span style="color: #949494; font-style: italic;">&lt;rsi&gt;</span> <span style="color: #949494; font-style: italic;">&lt;rsi&gt;</span> <span style="color: #949494; font-style: italic;">&lt;rsi&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> 2002-08-19 A49852 70 M Clinical B_ESCHR_COLI R NA NA NA </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> 2002-08-31 149442 80 F ICU B_STPHY_AURS R NA S R </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> 2002-06-23 798871 82 M Clinical B_ENTRC_FCLS NA NA NA NA </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> 2002-06-23 798871 82 M Clinical B_ENTRC_FCLS NA NA NA NA </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 36 more variables: AMC &lt;rsi&gt;, AMP &lt;rsi&gt;, TZP &lt;rsi&gt;, CZO &lt;rsi&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># FEP &lt;rsi&gt;, CXM &lt;rsi&gt;, FOX &lt;rsi&gt;, CTX &lt;rsi&gt;, CAZ &lt;rsi&gt;, CRO &lt;rsi&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># GEN &lt;rsi&gt;, TOB &lt;rsi&gt;, AMK &lt;rsi&gt;, KAN &lt;rsi&gt;, TMP &lt;rsi&gt;, SXT &lt;rsi&gt;,</span></span>
@ -246,16 +246,16 @@
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># Groups: condition [3]</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> patient date condition new_episode</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;date&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;lgl&gt;</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> 668048 2009-06-29 A FALSE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 964129 2013-09-11 B FALSE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> C06794 2013-12-18 A FALSE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> C21760 2004-12-28 B FALSE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> E225B0 2014-07-22 B FALSE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> 970832 2013-07-09 C TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> 05B00F 2004-05-11 B FALSE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 690B42 2011-06-16 B TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 740354 2005-10-31 A FALSE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> 431647 2012-10-04 C FALSE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> F35553 2003-09-05 A FALSE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 3CF3C4 2006-06-26 B FALSE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> D43890 2008-11-28 A FALSE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> F86227 2011-11-10 A FALSE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> 604099 2016-11-09 B FALSE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> D28985 2015-12-21 A FALSE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> F76709 2003-11-24 A FALSE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 616685 2012-12-27 B FALSE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 0E2483 2007-06-21 B FALSE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> 495616 2002-01-17 B TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 190 more rows</span></span>
<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://dplyr.tidyverse.org" class="external-link">"dplyr"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
<span class="r-in"><span> <span class="va">df</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span></span></span>
@ -267,19 +267,19 @@
<span class="r-in"><span> <span class="op">)</span></span></span>
<span class="r-in"><span><span class="op">}</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 200 × 5</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># Groups: ward, patient [188]</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># Groups: ward, patient [182]</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> ward date patient new_index new_logical</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;date&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;lgl&gt;</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> Clinical 2009-06-29 668048 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> Clinical 2013-09-11 964129 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> Clinical 2013-12-18 C06794 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> ICU 2004-12-28 C21760 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> Outpatient 2014-07-22 E225B0 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> Clinical 2013-07-09 970832 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> ICU 2004-05-11 05B00F 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> Clinical 2011-06-16 690B42 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> Outpatient 2005-10-31 740354 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> Clinical 2012-10-04 431647 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> ICU 2003-09-05 F35553 2 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> Clinical 2006-06-26 3CF3C4 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> Outpatient 2008-11-28 D43890 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> Clinical 2011-11-10 F86227 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> Clinical 2016-11-09 604099 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> Outpatient 2015-12-21 D28985 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> Outpatient 2003-11-24 F76709 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> Clinical 2012-12-27 616685 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> ICU 2007-06-21 0E2483 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> Clinical 2002-01-17 495616 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 190 more rows</span></span>
<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://dplyr.tidyverse.org" class="external-link">"dplyr"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
<span class="r-in"><span> <span class="va">df</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span></span></span>
@ -294,9 +294,9 @@
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 3 × 5</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> ward n_patients n_episodes_365 n_episodes_60 n_episodes_30</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;int&gt;</span> <span style="color: #949494; font-style: italic;">&lt;int&gt;</span> <span style="color: #949494; font-style: italic;">&lt;int&gt;</span> <span style="color: #949494; font-style: italic;">&lt;int&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> Clinical 117 14 54 77</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> ICU 61 12 35 46</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">3</span> Outpatient 10 7 9 9</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> Clinical 117 15 54 78</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> ICU 59 14 35 44</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">3</span> Outpatient 6 5 5 6</span>
<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://dplyr.tidyverse.org" class="external-link">"dplyr"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
<span class="r-in"><span></span></span>
<span class="r-in"><span> <span class="co"># grouping on patients and microorganisms leads to the same</span></span></span>
@ -315,7 +315,7 @@
<span class="r-in"><span> <span class="fu"><a href="https://rdrr.io/r/base/identical.html" class="external-link">identical</a></span><span class="op">(</span><span class="va">x</span>, <span class="va">y</span><span class="op">)</span></span></span>
<span class="r-in"><span><span class="op">}</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> Including isolates from ICU.</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] TRUE</span>
<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://dplyr.tidyverse.org" class="external-link">"dplyr"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
<span class="r-in"><span></span></span>
<span class="r-in"><span> <span class="co"># but is_new_episode() has a lot more flexibility than first_isolate(),</span></span></span>
@ -326,19 +326,19 @@
<span class="r-in"><span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/select.html" class="external-link">select</a></span><span class="op">(</span><span class="fu"><a href="https://dplyr.tidyverse.org/reference/group_data.html" class="external-link">group_vars</a></span><span class="op">(</span><span class="va">.</span><span class="op">)</span>, <span class="va">flag_episode</span><span class="op">)</span></span></span>
<span class="r-in"><span><span class="op">}</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 200 × 4</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># Groups: patient, mo, ward [191]</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># Groups: patient, mo, ward [189]</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> 668048 B_ESCHR_COLI Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 964129 B_ESCHR_COLI Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> C06794 B_STPHY_HMNS Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> C21760 B_STPHY_EPDR ICU TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> E225B0 B_ESCHR_COLI Outpatient TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> 970832 B_STRPT_DYSG Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> 05B00F F_CANDD_ALBC ICU TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 690B42 B_ESCHR_COLI Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 740354 B_STPHY_CONS Outpatient TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> 431647 B_STPHY_CONS Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> F35553 B_ENTRC ICU TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 3CF3C4 B_STPHY_CONS Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> D43890 UNKNOWN Outpatient TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> F86227 B_STPHY_CONS Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> 604099 B_STPHY_EPDR Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> D28985 B_ESCHR_COLI Outpatient TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> F76709 B_ESCHR_COLI Outpatient TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 616685 B_STPHY_EPDR Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 0E2483 B_ESCHR_COLI ICU TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> 495616 B_STPHY_EPDR Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 190 more rows</span></span>
<span class="r-in"><span><span class="co"># }</span></span></span>
</code></pre></div>

2
reference/ggplot_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="">1.8.2.9032</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9033</small>
<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/ggplot_rsi.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="">1.8.2.9032</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9033</small>
<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/guess_ab_col.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="">1.8.2.9032</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9033</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

6
reference/index.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="">1.8.2.9032</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9033</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -324,12 +324,12 @@
<code><a href="microorganisms.html">microorganisms</a></code>
</dt>
<dd>Data Set with 48,787 Microorganisms</dd>
<dd>Data Set with 48,788 Microorganisms</dd>
</dl><dl><dt>
<code><a href="microorganisms.codes.html">microorganisms.codes</a></code>
</dt>
<dd>Data Set with 5,411 Common Microorganism Codes</dd>
<dd>Data Set with 5,932 Common Microorganism Codes</dd>
</dl><dl><dt>
<code><a href="antibiotics.html">antibiotics</a></code> <code><a href="antibiotics.html">antivirals</a></code>

2
reference/intrinsic_resistant.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="">1.8.2.9032</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9033</small>
<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/italicise_taxonomy.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="">1.8.2.9032</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9033</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

30
reference/join.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="">1.8.2.9032</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9033</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -182,22 +182,22 @@
<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">left_join_microorganisms</span><span class="op">(</span><span class="fu"><a href="as.mo.html">as.mo</a></span><span class="op">(</span><span class="st">"K. pneumoniae"</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 × 22</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> mo fullname status kingdom phylum class order family genus species</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;mo&gt;</span> <span style="color: #949494; font-style: italic;">&lt;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 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> B_KLBSL_PNMN Klebsiell… accep… Bacter… Pseud… Gamm… Ente… Enter… Kleb… pneumo…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 12 more variables: subspecies &lt;chr&gt;, rank &lt;chr&gt;, ref &lt;chr&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># source &lt;chr&gt;, lpsn &lt;chr&gt;, lpsn_parent &lt;chr&gt;, lpsn_renamed_to &lt;chr&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># gbif &lt;chr&gt;, gbif_parent &lt;chr&gt;, gbif_renamed_to &lt;chr&gt;, prevalence &lt;dbl&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># snomed &lt;list&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> mo fulln…¹ status kingdom phylum class order family genus species subsp…²</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 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> B_KLBS… Klebsi… accep… Bacter… Pseud… Gamm… Ente… Enter… Kleb… pneumo… <span style="color: #949494;">""</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 11 more variables: rank &lt;chr&gt;, ref &lt;chr&gt;, source &lt;chr&gt;, lpsn &lt;chr&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># lpsn_parent &lt;chr&gt;, lpsn_renamed_to &lt;chr&gt;, gbif &lt;chr&gt;, gbif_parent &lt;chr&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># gbif_renamed_to &lt;chr&gt;, prevalence &lt;dbl&gt;, snomed &lt;list&gt;, and abbreviated</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># variable names ¹​fullname, ²​subspecies</span></span>
<span class="r-in"><span><span class="fu">left_join_microorganisms</span><span class="op">(</span><span class="st">"B_KLBSL_PNMN"</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 × 22</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> mo fullname status kingdom phylum class order family genus species</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;mo&gt;</span> <span style="color: #949494; font-style: italic;">&lt;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 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> B_KLBSL_PNMN Klebsiell… accep… Bacter… Pseud… Gamm… Ente… Enter… Kleb… pneumo…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 12 more variables: subspecies &lt;chr&gt;, rank &lt;chr&gt;, ref &lt;chr&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># source &lt;chr&gt;, lpsn &lt;chr&gt;, lpsn_parent &lt;chr&gt;, lpsn_renamed_to &lt;chr&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># gbif &lt;chr&gt;, gbif_parent &lt;chr&gt;, gbif_renamed_to &lt;chr&gt;, prevalence &lt;dbl&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># snomed &lt;list&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> mo fulln…¹ status kingdom phylum class order family genus species subsp…²</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 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> B_KLBS… Klebsi… accep… Bacter… Pseud… Gamm… Ente… Enter… Kleb… pneumo… <span style="color: #949494;">""</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 11 more variables: rank &lt;chr&gt;, ref &lt;chr&gt;, source &lt;chr&gt;, lpsn &lt;chr&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># lpsn_parent &lt;chr&gt;, lpsn_renamed_to &lt;chr&gt;, gbif &lt;chr&gt;, gbif_parent &lt;chr&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># gbif_renamed_to &lt;chr&gt;, prevalence &lt;dbl&gt;, snomed &lt;list&gt;, and abbreviated</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># variable names ¹​fullname, ²​subspecies</span></span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="va">df</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> date <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/seq.html" class="external-link">seq</a></span><span class="op">(</span></span></span>

2
reference/key_antimicrobials.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="">1.8.2.9032</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9033</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

6
reference/kurtosis.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="">1.8.2.9032</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9033</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -167,9 +167,9 @@
<div class="section level2">
<h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
<div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu">kurtosis</span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/stats/Normal.html" class="external-link">rnorm</a></span><span class="op">(</span><span class="fl">10000</span><span class="op">)</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 3.041992</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 2.961036</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] 0.01855637</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] -0.06968893</span>
</code></pre></div>
</div>
</main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>

2
reference/like.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="">1.8.2.9032</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9033</small>
<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/mdro.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="">1.8.2.9032</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9033</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

79
reference/mean_amr_distance.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="">1.8.2.9032</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9033</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -195,11 +195,10 @@
<div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">x</span> <span class="op">&lt;-</span> <span class="fu"><a href="random.html">random_mic</a></span><span class="op">(</span><span class="fl">10</span><span class="op">)</span></span></span>
<span class="r-in"><span><span class="va">x</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class 'mic'</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.5 0.005 0.025 0.25 0.5 4 2 256 0.005 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [10] &lt;=0.001</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 4 0.0625 8 64 2 0.25 2 0.002 4 128 </span>
<span class="r-in"><span><span class="fu">mean_amr_distance</span><span class="op">(</span><span class="va">x</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.25069240 -0.97620422 -0.54742225 0.06602606 0.25069240 0.80469143</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [7] 0.62002509 1.91268949 -0.97620422 -1.40498619</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.27543358 -0.99915301 0.48786468 1.12515798 0.06300248 -0.57429082</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [7] 0.06300248 -2.05404003 0.27543358 1.33758907</span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="va">y</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span></span></span>
<span class="r-in"><span> id <span class="op">=</span> <span class="va">LETTERS</span><span class="op">[</span><span class="fl">1</span><span class="op">:</span><span class="fl">10</span><span class="op">]</span>,</span></span>
@ -209,38 +208,38 @@
<span class="r-in"><span> tobr <span class="op">=</span> <span class="fu"><a href="random.html">random_mic</a></span><span class="op">(</span><span class="fl">10</span>, ab <span class="op">=</span> <span class="st">"tobr"</span>, mo <span class="op">=</span> <span class="st">"Escherichia coli"</span><span class="op">)</span></span></span>
<span class="r-in"><span><span class="op">)</span></span></span>
<span class="r-in"><span><span class="va">y</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> id amox cipr gent tobr</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 1 A 16 2 &lt;=1 2</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 2 B 4 0.5 4 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 3 C 8 1 4 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 4 D 2 0.125 4 0.5</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 5 E 4 2 4 &gt;=4</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 6 F 1 0.025 &lt;=1 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 7 G 8 0.025 2 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 8 H 1 2 &lt;=1 2</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 9 I 16 0.125 &lt;=1 0.5</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 10 J 16 0.25 &gt;=8 1</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 &lt;=2 0.25 4 2</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 2 B 4 1 0.25 &lt;=1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 3 C &gt;=16 0.125 4 2</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 4 D &lt;=2 0.5 1 &gt;=4</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 5 E 4 &lt;=0.025 0.25 2</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 6 F &gt;=16 &lt;=0.025 4 &lt;=1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 7 G &gt;=16 0.125 0.25 2</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 8 H 4 4 0.25 &gt;=4</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 9 I &gt;=16 &lt;=0.025 2 2</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 10 J &gt;=16 1 4 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",</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> "id" and "tobr"</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>NAs introduced by coercion</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.4941954 0.1411173 0.4018372 -0.4928375 0.8875875 -1.0556736</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [7] -0.3568509 -0.1439580 -0.4546376 0.5792202</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] -0.06445907 -0.57768610 0.40775164 0.14648310 -0.72133558 -0.19353229</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [7] -0.11527439 0.36722427 0.05071121 0.70011720</span>
<span class="r-in"><span><span class="va">y</span><span class="op">$</span><span class="va">amr_distance</span> <span class="op">&lt;-</span> <span class="fu">mean_amr_distance</span><span class="op">(</span><span class="va">y</span>, <span class="fu">where</span><span class="op">(</span><span class="va">is.mic</span><span class="op">)</span><span class="op">)</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> ℹ Calculating mean AMR distance based on columns "amox", "cipr", "gent" and</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> "tobr"</span>
<span class="r-in"><span><span class="va">y</span><span class="op">[</span><span class="fu"><a href="https://rdrr.io/r/base/order.html" class="external-link">order</a></span><span class="op">(</span><span class="va">y</span><span class="op">$</span><span class="va">amr_distance</span><span class="op">)</span>, <span class="op">]</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> id amox cipr gent tobr amr_distance</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 6 F 1 0.025 &lt;=1 1 -1.0556736</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 4 D 2 0.125 4 0.5 -0.4928375</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 9 I 16 0.125 &lt;=1 0.5 -0.4546376</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 7 G 8 0.025 2 1 -0.3568509</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 8 H 1 2 &lt;=1 2 -0.1439580</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 2 B 4 0.5 4 1 0.1411173</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 3 C 8 1 4 1 0.4018372</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 1 A 16 2 &lt;=1 2 0.4941954</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 10 J 16 0.25 &gt;=8 1 0.5792202</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 5 E 4 2 4 &gt;=4 0.8875875</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> id amox cipr gent tobr amr_distance</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 5 E 4 &lt;=0.025 0.25 2 -0.72133558</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 2 B 4 1 0.25 &lt;=1 -0.57768610</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 6 F &gt;=16 &lt;=0.025 4 &lt;=1 -0.19353229</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 7 G &gt;=16 0.125 0.25 2 -0.11527439</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 1 A &lt;=2 0.25 4 2 -0.06445907</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 9 I &gt;=16 &lt;=0.025 2 2 0.05071121</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 4 D &lt;=2 0.5 1 &gt;=4 0.14648310</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 8 H 4 4 0.25 &gt;=4 0.36722427</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 3 C &gt;=16 0.125 4 2 0.40775164</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 10 J &gt;=16 1 4 2 0.70011720</span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://dplyr.tidyverse.org" class="external-link">"dplyr"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
<span class="r-in"><span> <span class="va">y</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span></span></span>
@ -252,17 +251,17 @@
<span class="r-in"><span><span class="op">}</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> ℹ Calculating mean AMR distance based on columns "amox", "cipr", "gent" and</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> "tobr"</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> id amox cipr gent tobr amr_distance check_id_C</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 1 C 8 1 4 1 0.4018372 0.00000000</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 2 A 16 2 &lt;=1 2 0.4941954 0.09235825</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 3 J 16 0.25 &gt;=8 1 0.5792202 0.17738302</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 4 B 4 0.5 4 1 0.1411173 0.26071983</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 5 E 4 2 4 &gt;=4 0.8875875 0.48575029</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 6 H 1 2 &lt;=1 2 -0.1439580 0.54579519</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 7 G 8 0.025 2 1 -0.3568509 0.75868806</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 8 I 16 0.125 &lt;=1 0.5 -0.4546376 0.85647479</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 9 D 2 0.125 4 0.5 -0.4928375 0.89467471</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 10 F 1 0.025 &lt;=1 1 -1.0556736 1.45751072</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 &gt;=16 0.125 4 2 0.40775164 0.00000000</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 2 H 4 4 0.25 &gt;=4 0.36722427 0.04052737</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 3 D &lt;=2 0.5 1 &gt;=4 0.14648310 0.26126854</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 4 J &gt;=16 1 4 2 0.70011720 0.29236555</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 5 I &gt;=16 &lt;=0.025 2 2 0.05071121 0.35704044</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 6 A &lt;=2 0.25 4 2 -0.06445907 0.47221071</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 7 G &gt;=16 0.125 0.25 2 -0.11527439 0.52302603</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 8 F &gt;=16 &lt;=0.025 4 &lt;=1 -0.19353229 0.60128393</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 9 B 4 1 0.25 &lt;=1 -0.57768610 0.98543774</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 10 E 4 &lt;=0.025 0.25 2 -0.72133558 1.12908723</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>

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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="">1.8.2.9032</small>
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<div class="row">
<main id="main" class="col-md-9"><div class="page-header">
<img src="../logo.svg" class="logo" alt=""><h1>Data Set with 5,411 Common Microorganism Codes</h1>
<img src="../logo.svg" class="logo" alt=""><h1>Data Set with 5,932 Common Microorganism Codes</h1>
<small class="dont-index">Source: <a href="https://github.com/msberends/AMR/blob/HEAD/R/data.R" class="external-link"><code>R/data.R</code></a></small>
<div class="d-none name"><code>microorganisms.codes.Rd</code></div>
</div>
@ -138,7 +138,7 @@
<div class="section level2">
<h2 id="format">Format<a class="anchor" aria-label="anchor" href="#format"></a></h2>
<p>A <a href="https://tibble.tidyverse.org/reference/tibble.html" class="external-link">tibble</a> with 5,411 observations and 2 variables:</p><ul><li><p><code>code</code><br> Commonly used code of a microorganism</p></li>
<p>A <a href="https://tibble.tidyverse.org/reference/tibble.html" class="external-link">tibble</a> with 5,932 observations and 2 variables:</p><ul><li><p><code>code</code><br> Commonly used code of a microorganism</p></li>
<li><p><code>mo</code><br> ID of the microorganism in the <a href="microorganisms.html">microorganisms</a> data set</p></li>
</ul></div>
<div class="section level2">
@ -153,7 +153,7 @@
<div class="section level2">
<h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
<div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">microorganisms.codes</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 5,411 × 2</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 5,932 × 2</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> code mo </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>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> _FAM_A- B_GRAMN </span>
@ -166,7 +166,7 @@
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> _FAM_AS F_FUNGUS </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> _FAM_AT UNKNOWN</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> _FAM_AV UNKNOWN</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 5,401 more rows</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 5,922 more rows</span></span>
</code></pre></div>
</div>
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reference/microorganisms.html
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<img src="../logo.svg" class="logo" alt=""><h1>Data Set with 48,787 Microorganisms</h1>
<img src="../logo.svg" class="logo" alt=""><h1>Data Set with 48,788 Microorganisms</h1>
<small class="dont-index">Source: <a href="https://github.com/msberends/AMR/blob/HEAD/R/data.R" class="external-link"><code>R/data.R</code></a></small>
<div class="d-none name"><code>microorganisms.Rd</code></div>
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@ -138,7 +138,7 @@
<div class="section level2">
<h2 id="format">Format<a class="anchor" aria-label="anchor" href="#format"></a></h2>
<p>A <a href="https://tibble.tidyverse.org/reference/tibble.html" class="external-link">tibble</a> with 48,787 observations and 22 variables:</p><ul><li><p><code>mo</code><br> ID of microorganism as used by this package</p></li>
<p>A <a href="https://tibble.tidyverse.org/reference/tibble.html" class="external-link">tibble</a> with 48,788 observations and 22 variables:</p><ul><li><p><code>mo</code><br> ID of microorganism as used by this package</p></li>
<li><p><code>fullname</code><br> Full name, like <code>"Escherichia coli"</code>. For the taxonomic ranks genus, species and subspecies, this is the 'pasted' text of genus, species, and subspecies. For all taxonomic ranks higher than genus, this is the name of the taxon.</p></li>
<li><p><code>status</code> <br> Status of the taxon, either "accepted" or "synonym"</p></li>
<li><p><code>kingdom</code>, <code>phylum</code>, <code>class</code>, <code>order</code>, <code>family</code>, <code>genus</code>, <code>species</code>, <code>subspecies</code><br> Taxonomic rank of the microorganism</p></li>
@ -217,23 +217,23 @@
<div class="section level2">
<h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
<div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">microorganisms</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 48,787 × 22</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> mo fullname status kingdom phylum class order family genus</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;mo&gt;</span> <span style="color: #949494; font-style: italic;">&lt;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> F_FUNGUS (unknown fun… accep… Fungi (unkn… <span style="color: #949494;">"</span>(un… <span style="color: #949494;">"</span>(un… <span style="color: #949494;">"</span>(unk… <span style="color: #949494;">"</span>(un…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> B_GRAMN (unknown Gra… accep… Bacter… (unkn… <span style="color: #949494;">"</span>(un… <span style="color: #949494;">"</span>(un… <span style="color: #949494;">"</span>(unk… <span style="color: #949494;">"</span>(un…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> B_GRAMP (unknown Gra… accep… Bacter… (unkn… <span style="color: #949494;">"</span>(un… <span style="color: #949494;">"</span>(un… <span style="color: #949494;">"</span>(unk… <span style="color: #949494;">"</span>(un…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> UNKNOWN (unknown nam… accep… (unkno… (unkn… <span style="color: #949494;">"</span>(un… <span style="color: #949494;">"</span>(un… <span style="color: #949494;">"</span>(unk… <span style="color: #949494;">"</span>(un…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> F_YEAST (unknown yea… accep… Fungi (unkn… <span style="color: #949494;">"</span>(un… <span style="color: #949494;">"</span>(un… <span style="color: #949494;">"</span>(unk… <span style="color: #949494;">"</span>(un…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> B_[CLS]_ABDTBCTR Abditibacter… accep… Bacter… Armat… <span style="color: #949494;">"</span>Abd… <span style="color: #949494;">""</span> <span style="color: #949494;">""</span> <span style="color: #949494;">""</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> B_[FAM]_ABDTBCTR Abditibacter… accep… Bacter… Abdit… <span style="color: #949494;">"</span>Abd… <span style="color: #949494;">"</span>Abd… <span style="color: #949494;">"</span>Abdi… <span style="color: #949494;">""</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> B_[ORD]_ABDTBCTR Abditibacter… accep… Bacter… Abdit… <span style="color: #949494;">"</span>Abd… <span style="color: #949494;">"</span>Abd… <span style="color: #949494;">""</span> <span style="color: #949494;">""</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> B_[CLS]_ADTBCTRA Abditibacter… accep… Bacter… Abdit… <span style="color: #949494;">"</span>Abd… <span style="color: #949494;">""</span> <span style="color: #949494;">""</span> <span style="color: #949494;">""</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> B_[PHL]_ABDTBCTR Abditibacter… accep… Bacter… Abdit… <span style="color: #949494;">""</span> <span style="color: #949494;">""</span> <span style="color: #949494;">""</span> <span style="color: #949494;">""</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 48,777 more rows, and 13 more variables: species &lt;chr&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># subspecies &lt;chr&gt;, rank &lt;chr&gt;, ref &lt;chr&gt;, source &lt;chr&gt;, lpsn &lt;chr&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># lpsn_parent &lt;chr&gt;, lpsn_renamed_to &lt;chr&gt;, gbif &lt;chr&gt;, gbif_parent &lt;chr&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># gbif_renamed_to &lt;chr&gt;, prevalence &lt;dbl&gt;, snomed &lt;list&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 48,788 × 22</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> mo fulln…¹ status kingdom phylum class order family genus species subsp…²</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 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> B_ANA… (unkno… accep… Bacter… (unkn… (unk… <span style="color: #949494;">"</span>(un… <span style="color: #949494;">"</span>(unk… <span style="color: #949494;">"</span>(un… <span style="color: #949494;">"</span>(unkn… <span style="color: #949494;">"</span>(unkn…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> F_FUN… (unkno… accep… Fungi (unkn… (unk… <span style="color: #949494;">"</span>(un… <span style="color: #949494;">"</span>(unk… <span style="color: #949494;">"</span>(un… <span style="color: #949494;">"</span>(unkn… <span style="color: #949494;">"</span>(unkn…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> B_GRA… (unkno… accep… Bacter… (unkn… (unk… <span style="color: #949494;">"</span>(un… <span style="color: #949494;">"</span>(unk… <span style="color: #949494;">"</span>(un… <span style="color: #949494;">"</span>(unkn… <span style="color: #949494;">"</span>(unkn…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> B_GRA… (unkno… accep… Bacter… (unkn… (unk… <span style="color: #949494;">"</span>(un… <span style="color: #949494;">"</span>(unk… <span style="color: #949494;">"</span>(un… <span style="color: #949494;">"</span>(unkn… <span style="color: #949494;">"</span>(unkn…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> UNKNO… (unkno… accep… (unkno… (unkn… (unk… <span style="color: #949494;">"</span>(un… <span style="color: #949494;">"</span>(unk… <span style="color: #949494;">"</span>(un… <span style="color: #949494;">"</span>(unkn… <span style="color: #949494;">"</span>(unkn…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> F_YEA… (unkno… accep… Fungi (unkn… (unk… <span style="color: #949494;">"</span>(un… <span style="color: #949494;">"</span>(unk… <span style="color: #949494;">"</span>(un… <span style="color: #949494;">"</span>(unkn… <span style="color: #949494;">"</span>(unkn…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> B_[CL… Abditi… accep… Bacter… Armat… Abdi… <span style="color: #949494;">""</span> <span style="color: #949494;">""</span> <span style="color: #949494;">""</span> <span style="color: #949494;">""</span> <span style="color: #949494;">""</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> B_[FA… Abditi… accep… Bacter… Abdit… Abdi… <span style="color: #949494;">"</span>Abd… <span style="color: #949494;">"</span>Abdi… <span style="color: #949494;">""</span> <span style="color: #949494;">""</span> <span style="color: #949494;">""</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> B_[OR… Abditi… accep… Bacter… Abdit… Abdi… <span style="color: #949494;">"</span>Abd… <span style="color: #949494;">""</span> <span style="color: #949494;">""</span> <span style="color: #949494;">""</span> <span style="color: #949494;">""</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> B_[CL… Abditi… accep… Bacter… Abdit… Abdi… <span style="color: #949494;">""</span> <span style="color: #949494;">""</span> <span style="color: #949494;">""</span> <span style="color: #949494;">""</span> <span style="color: #949494;">""</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 48,778 more rows, 11 more variables: rank &lt;chr&gt;, ref &lt;chr&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># source &lt;chr&gt;, lpsn &lt;chr&gt;, lpsn_parent &lt;chr&gt;, lpsn_renamed_to &lt;chr&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># gbif &lt;chr&gt;, gbif_parent &lt;chr&gt;, gbif_renamed_to &lt;chr&gt;, prevalence &lt;dbl&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># snomed &lt;list&gt;, and abbreviated variable names ¹​fullname, ²​subspecies</span></span>
</code></pre></div>
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<div class="section level2">
<h2 id="details">Details<a class="anchor" aria-label="anchor" href="#details"></a></h2>
<p>The interpretation of "I" will be named "Increased exposure" for all EUCAST guidelines since 2019, and will be named "Intermediate" in all other cases.</p>
<p>For interpreting MIC values as well as disk diffusion diameters, supported guidelines to be used as input for the <code>guideline</code> argument are: "EUCAST 2022", "EUCAST 2021", "EUCAST 2020", "EUCAST 2019", "EUCAST 2018", "EUCAST 2017", "EUCAST 2016", "EUCAST 2015", "EUCAST 2014", "EUCAST 2013", "EUCAST 2012", "EUCAST 2011", "CLSI 2022", "CLSI 2021", "CLSI 2020", "CLSI 2019", "CLSI 2018", "CLSI 2017", "CLSI 2016", "CLSI 2015", "CLSI 2014", "CLSI 2013", "CLSI 2012" and "CLSI 2011".</p>
<p>For interpreting MIC values as well as disk diffusion diameters, supported guidelines to be used as input for the <code>guideline</code> argument are: "EUCAST 2022", "EUCAST 2021", "EUCAST 2020", "EUCAST 2019", "EUCAST 2018", "EUCAST 2017", "EUCAST 2016", "EUCAST 2015", "EUCAST 2014", "EUCAST 2013", "CLSI 2022", "CLSI 2021", "CLSI 2020", "CLSI 2019", "CLSI 2018", "CLSI 2017", "CLSI 2016", "CLSI 2015", "CLSI 2014" and "CLSI 2013".</p>
<p>Simply using <code>"CLSI"</code> or <code>"EUCAST"</code> as input will automatically select the latest version of that guideline.</p>
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<h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
<div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu">random_mic</span><span class="op">(</span><span class="fl">25</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class 'mic'</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 128 32 128 0.01 0.005 0.125 32 256 64 256 0.001 0.001</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [13] 4 0.025 32 1 0.5 32 1 0.001 0.5 0.5 0.005 0.001</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [25] 8 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.125 0.001 1 16 0.025 0.002 0.125 2 128 0.01 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [11] 256 64 256 0.005 2 32 0.0625 8 0.025 0.25 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [21] 0.005 0.01 0.002 128 0.001 </span>
<span class="r-in"><span><span class="fu">random_disk</span><span class="op">(</span><span class="fl">25</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class 'disk'</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 18 41 42 38 50 47 45 30 44 7 22 24 47 42 41 7 40 39 6 35 9 23 9 48 45</span>
<span class="r-err co"><span class="r-pr">#&gt;</span> <span class="error">Error in seq.default(from = as.integer(min(df$breakpoint_R)/1.25), to = as.integer(max(df$breakpoint_S) * 1.25), by = 1):</span> 'from' must be a finite number</span>
<span class="r-in"><span><span class="fu">random_rsi</span><span class="op">(</span><span class="fl">25</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class 'rsi'</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] I R I S S I R I I R S R S I S I R S S I R S R R I</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] I I R S S S S R I S S I I I S S I I R R R R S I I</span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="co"># \donttest{</span></span></span>
<span class="r-in"><span><span class="co"># make the random generation more realistic by setting a bug and/or drug:</span></span></span>
<span class="r-in"><span><span class="fu">random_mic</span><span class="op">(</span><span class="fl">25</span>, <span class="st">"Klebsiella pneumoniae"</span><span class="op">)</span> <span class="co"># range 0.0625-64</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class 'mic'</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 16 0.025 16 0.0625 2 4 4 4 0.001 0.002 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [11] 0.001 64 0.005 0.005 0.025 32 8 0.001 0.25 0.005 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [21] 2 32 16 0.005 0.5 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.0625 32 2 &gt;=128 0.25 0.25 0.125 64 4 4 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [11] 0.01 0.5 1 &gt;=128 0.25 8 8 64 32 0.25 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [21] 0.002 0.01 0.005 0.005 0.005 </span>
<span class="r-in"><span><span class="fu">random_mic</span><span class="op">(</span><span class="fl">25</span>, <span class="st">"Klebsiella pneumoniae"</span>, <span class="st">"meropenem"</span><span class="op">)</span> <span class="co"># range 0.0625-16</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class 'mic'</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.5 0.5 2 4 4 0.5 2 16 8 &gt;=64 32 0.5 4 2 &gt;=64</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [16] 0.5 4 8 32 &gt;=64 32 4 0.5 16 32 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 4 &gt;=32 4 0.5 4 4 &lt;=0.25 &lt;=0.25 &gt;=32 &gt;=32 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [11] 1 16 &gt;=32 &gt;=32 1 1 0.5 &gt;=32 16 4 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [21] &lt;=0.25 2 2 2 2 </span>
<span class="r-in"><span><span class="fu">random_mic</span><span class="op">(</span><span class="fl">25</span>, <span class="st">"Streptococcus pneumoniae"</span>, <span class="st">"meropenem"</span><span class="op">)</span> <span class="co"># range 0.0625-4</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class 'mic'</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.25 8 8 4 8 8 4 4 1 1 0.5 2 4 2 0.25</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [16] 0.25 0.5 8 4 2 0.5 4 1 4 8 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.5 0.0625 4 4 0.125 &lt;=0.025 0.125 2 4 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [10] 0.0625 &lt;=0.025 0.0625 2 2 8 0.0625 1 &lt;=0.025</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [19] &lt;=0.025 0.25 4 &lt;=0.025 &lt;=0.025 0.25 0.5 </span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="fu">random_disk</span><span class="op">(</span><span class="fl">25</span>, <span class="st">"Klebsiella pneumoniae"</span><span class="op">)</span> <span class="co"># range 8-50</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class 'disk'</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 17 43 50 49 46 32 47 35 39 31 14 46 50 37 15 39 40 33 24 26 40 44 31 31 46</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 18 30 42 26 20 26 42 10 19 34 48 49 34 49 27 29 44 32 9 17 32 13 25 40 18</span>
<span class="r-in"><span><span class="fu">random_disk</span><span class="op">(</span><span class="fl">25</span>, <span class="st">"Klebsiella pneumoniae"</span>, <span class="st">"ampicillin"</span><span class="op">)</span> <span class="co"># range 11-17</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class 'disk'</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 16 12 11 15 13 16 16 12 17 12 12 16 16 15 16 11 14 15 11 15 12 17 12 12 16</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 14 13 17 17 14 15 13 16 13 15 11 13 15 13 16 15 12 15 17 14 16 13 13 12 15</span>
<span class="r-in"><span><span class="fu">random_disk</span><span class="op">(</span><span class="fl">25</span>, <span class="st">"Streptococcus pneumoniae"</span>, <span class="st">"ampicillin"</span><span class="op">)</span> <span class="co"># range 12-27</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class 'disk'</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 24 19 21 27 21 25 22 18 25 17 25 20 27 25 16 17 16 24 18 17 20 17 18 20 25</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 26 17 19 16 25 23 19 26 16 15 22 16 22 24 20 26 26 23 22 26 15 25 17 19 15</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="">1.8.2.9032</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9033</small>
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@ -128,7 +128,7 @@
</div>
<div class="ref-description section level2">
<p>Data set containing reference data to interpret MIC and disk diffusion to R/SI values, according to international guidelines. Currently implemented guidelines are EUCAST (2011-2022) and CLSI (2011-2022). Use <code><a href="as.rsi.html">as.rsi()</a></code> to transform MICs or disks measurements to R/SI values.</p>
<p>Data set containing reference data to interpret MIC and disk diffusion to R/SI values, according to international guidelines. Currently implemented guidelines are EUCAST (2013-2022) and CLSI (2013-2022). Use <code><a href="as.rsi.html">as.rsi()</a></code> to transform MICs or disks measurements to R/SI values.</p>
</div>
<div class="section level2">
@ -138,7 +138,7 @@
<div class="section level2">
<h2 id="format">Format<a class="anchor" aria-label="anchor" href="#format"></a></h2>
<p>A <a href="https://tibble.tidyverse.org/reference/tibble.html" class="external-link">tibble</a> with 20,369 observations and 11 variables:</p><ul><li><p><code>guideline</code><br> Name of the guideline</p></li>
<p>A <a href="https://tibble.tidyverse.org/reference/tibble.html" class="external-link">tibble</a> with 18,308 observations and 11 variables:</p><ul><li><p><code>guideline</code><br> Name of the guideline</p></li>
<li><p><code>method</code><br> Either "DISK" or "MIC"</p></li>
<li><p><code>site</code><br> Body site, e.g. "Oral" or "Respiratory"</p></li>
<li><p><code>mo</code><br> Microbial ID, see <code><a href="as.mo.html">as.mo()</a></code></p></li>
@ -163,20 +163,20 @@
<div class="section level2">
<h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
<div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">rsi_translation</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 20,369 × 11</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> guideline method site mo rank_in…¹ ab ref_tbl disk_…² break…³</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;mo&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;ab&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span 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> EUCAST 2022 MIC <span style="color: #BB0000;">NA</span> F_ASPRG_MGTS 2 AMB Aspergi… <span style="color: #BB0000;">NA</span> 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> EUCAST 2022 MIC <span style="color: #BB0000;">NA</span> F_ASPRG_NIGR 2 AMB Aspergi… <span style="color: #BB0000;">NA</span> 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> EUCAST 2022 MIC <span style="color: #BB0000;">NA</span> F_CANDD 3 AMB Candida <span style="color: #BB0000;">NA</span> 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> EUCAST 2022 MIC <span style="color: #BB0000;">NA</span> F_CANDD_ALBC 2 AMB Candida <span style="color: #BB0000;">NA</span> 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> EUCAST 2022 MIC <span style="color: #BB0000;">NA</span> F_CANDD_DBLN 2 AMB Candida <span style="color: #BB0000;">NA</span> 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> EUCAST 2022 MIC <span style="color: #BB0000;">NA</span> F_CANDD_KRUS 2 AMB Candida <span style="color: #BB0000;">NA</span> 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> EUCAST 2022 MIC <span style="color: #BB0000;">NA</span> F_CANDD_PRPS 2 AMB Candida <span style="color: #BB0000;">NA</span> 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> EUCAST 2022 MIC <span style="color: #BB0000;">NA</span> F_CANDD_TRPC 2 AMB Candida <span style="color: #BB0000;">NA</span> 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> EUCAST 2022 MIC <span style="color: #BB0000;">NA</span> F_CRYPT_NFRM 2 AMB Candida <span style="color: #BB0000;">NA</span> 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> EUCAST 2022 MIC <span style="color: #BB0000;">NA</span> F_PICHI 3 AMB Candida <span style="color: #BB0000;">NA</span> 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 20,359 more rows, 2 more variables: breakpoint_R &lt;dbl&gt;, uti &lt;lgl&gt;, and</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 18,308 × 11</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> guideline method site mo rank_…¹ ab ref_tbl disk_…² break…³</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;mo&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;ab&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span 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> EUCAST 2… MIC <span style="color: #BB0000;">NA</span> F_ASPRG_MGTS 2 AMB Aspergi… <span style="color: #BB0000;">NA</span> 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> EUCAST 2… MIC <span style="color: #BB0000;">NA</span> F_ASPRG_NIGR 2 AMB Aspergi… <span style="color: #BB0000;">NA</span> 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> EUCAST 2… MIC <span style="color: #BB0000;">NA</span> F_CANDD_ALBC 2 AMB Candida <span style="color: #BB0000;">NA</span> 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> EUCAST 2… MIC <span style="color: #BB0000;">NA</span> F_CANDD_DBLN 2 AMB Candida <span style="color: #BB0000;">NA</span> 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> EUCAST 2… MIC <span style="color: #BB0000;">NA</span> F_CANDD_GLBR 2 AMB Candida <span style="color: #BB0000;">NA</span> 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> EUCAST 2… MIC <span style="color: #BB0000;">NA</span> F_CANDD_KRUS 2 AMB Candida <span style="color: #BB0000;">NA</span> 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> EUCAST 2… MIC <span style="color: #BB0000;">NA</span> F_CANDD_PRPS 2 AMB Candida <span style="color: #BB0000;">NA</span> 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> EUCAST 2… MIC <span style="color: #BB0000;">NA</span> F_CANDD_TRPC 2 AMB Candida <span style="color: #BB0000;">NA</span> 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> EUCAST 2… MIC <span style="color: #BB0000;">NA</span> F_CRYPT_NFRM 2 AMB Candida <span style="color: #BB0000;">NA</span> 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> EUCAST 2… DISK <span style="color: #BB0000;">NA</span> B_[ORD]_ENTRBCTR 5 AMC Enterob… 20ug/1… 19</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 18,298 more rows, 2 more variables: breakpoint_R &lt;dbl&gt;, uti &lt;lgl&gt;, and</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># abbreviated variable names ¹​rank_index, ²​disk_dose, ³​breakpoint_S</span></span>
</code></pre></div>
</div>

4
reference/skewness.html
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@ -12,7 +12,7 @@ When negative ('left-skewed'): the left tail is longer; the mass of the distribu
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9032</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9033</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -166,7 +166,7 @@ When negative ('left-skewed'): the left tail is longer; the mass of the distribu
<div class="section level2">
<h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
<div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu">skewness</span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/stats/Uniform.html" class="external-link">runif</a></span><span class="op">(</span><span class="fl">1000</span><span class="op">)</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.01934547</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] -0.01498404</span>
</code></pre></div>
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