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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="">1.8.2.9148</small>
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@ -962,110 +962,110 @@ antibiograms:</p>
<tr class="odd">
<td align="left">Cardial</td>
<td align="left">
<em>E. coli</em> (401-401)</td>
<td align="right">67</td>
<td align="right">61</td>
<td align="right">59</td>
<em>E. coli</em> (400-400)</td>
<td align="right">65</td>
</tr>
<tr class="even">
<td align="left">Respiratory</td>
<td align="left">
<em>E. coli</em> (403-403)</td>
<td align="right">60</td>
<td align="right">55</td>
<td align="right">54</td>
<td align="right">59</td>
</tr>
<tr class="odd">
<td align="left">Rheumatic</td>
<td align="left">
<em>E. coli</em> (446-446)</td>
<td align="right">65</td>
<td align="right">59</td>
<td align="right">58</td>
<td align="right">60</td>
<td align="right">64</td>
</tr>
<tr class="even">
<td align="left">Cardial</td>
<td align="left">Respiratory</td>
<td align="left">
<em>K. pneumoniae</em> (99-99)</td>
<td align="right">65</td>
<td align="right">61</td>
<em>E. coli</em> (414-414)</td>
<td align="right">62</td>
<td align="right">56</td>
<td align="right">53</td>
<td align="right">60</td>
<td align="right">59</td>
</tr>
<tr class="odd">
<td align="left">Respiratory</td>
<td align="left">Rheumatic</td>
<td align="left">
<em>E. coli</em> (436-436)</td>
<td align="right">65</td>
<td align="right">60</td>
<td align="right">60</td>
<td align="right">65</td>
</tr>
<tr class="even">
<td align="left">Cardial</td>
<td align="left">
<em>K. pneumoniae</em> (110-110)</td>
<td align="right">61</td>
<td align="right">47</td>
<td align="right">62</td>
<td align="right">49</td>
<td align="right">61</td>
</tr>
<tr class="odd">
<td align="left">Respiratory</td>
<td align="left">
<em>K. pneumoniae</em> (102-102)</td>
<td align="right">63</td>
<td align="right">54</td>
<td align="right">54</td>
<td align="right">56</td>
<td align="right">60</td>
</tr>
<tr class="even">
<td align="left">Rheumatic</td>
<td align="left">
<em>K. pneumoniae</em> (107-107)</td>
<td align="right">63</td>
<td align="right">49</td>
<em>K. pneumoniae</em> (104-104)</td>
<td align="right">65</td>
<td align="right">57</td>
<td align="right">61</td>
<td align="right">62</td>
<td align="right">63</td>
</tr>
<tr class="odd">
<td align="left">Cardial</td>
<td align="left">
<em>S. aureus</em> (235-235)</td>
<td align="right">64</td>
<td align="right">55</td>
<em>S. aureus</em> (226-226)</td>
<td align="right">65</td>
<td align="right">61</td>
<td align="right">57</td>
<td align="right">55</td>
<td align="right">64</td>
</tr>
<tr class="even">
<td align="left">Respiratory</td>
<td align="left">
<em>S. aureus</em> (208-208)</td>
<td align="right">62</td>
<td align="right">61</td>
<td align="right">57</td>
<td align="right">65</td>
<em>S. aureus</em> (215-215)</td>
<td align="right">63</td>
<td align="right">53</td>
<td align="right">58</td>
<td align="right">60</td>
</tr>
<tr class="odd">
<td align="left">Rheumatic</td>
<td align="left">
<em>S. aureus</em> (218-218)</td>
<td align="right">67</td>
<td align="right">55</td>
<td align="right">53</td>
<td align="right">67</td>
<em>S. aureus</em> (220-220)</td>
<td align="right">65</td>
<td align="right">57</td>
<td align="right">60</td>
<td align="right">65</td>
</tr>
<tr class="even">
<td align="left">Cardial</td>
<td align="left">
<em>S. pneumoniae</em> (132-132)</td>
<td align="right">62</td>
<td align="right">56</td>
<td align="right">62</td>
<td align="right">68</td>
<em>S. pneumoniae</em> (127-127)</td>
<td align="right">61</td>
<td align="right">57</td>
<td align="right">61</td>
<td align="right">67</td>
</tr>
<tr class="odd">
<td align="left">Respiratory</td>
<td align="left">
<em>S. pneumoniae</em> (137-137)</td>
<td align="right">60</td>
<td align="right">54</td>
<td align="right">61</td>
<td align="right">61</td>
<td align="right">69</td>
<td align="right">57</td>
<td align="right">58</td>
<td align="right">65</td>
</tr>
<tr class="even">
<td align="left">Rheumatic</td>
<td align="left">
<em>S. pneumoniae</em> (130-130)</td>
<td align="right">70</td>
<td align="right">58</td>
<td align="right">56</td>
<td align="right">68</td>
<em>S. pneumoniae</em> (135-135)</td>
<td align="right">61</td>
<td align="right">54</td>
<td align="right">60</td>
<td align="right">65</td>
</tr>
</tbody>
</table>
@ -1090,45 +1090,45 @@ antibiograms:</p>
<tbody>
<tr class="odd">
<td align="left">Cardial</td>
<td align="left">Gram-negative (500-500)</td>
<td align="right">66</td>
<td align="right">61</td>
<td align="left">Gram-negative (510-510)</td>
<td align="right">64</td>
<td align="right">56</td>
<td align="right">63</td>
</tr>
<tr class="even">
<td align="left">Respiratory</td>
<td align="left">Gram-negative (513-513)</td>
<td align="right">60</td>
<td align="right">54</td>
<td align="left">Gram-negative (516-516)</td>
<td align="right">62</td>
<td align="right">56</td>
<td align="right">59</td>
</tr>
<tr class="odd">
<td align="left">Rheumatic</td>
<td align="left">Gram-negative (553-553)</td>
<td align="left">Gram-negative (540-540)</td>
<td align="right">65</td>
<td align="right">59</td>
<td align="right">65</td>
<td align="right">57</td>
<td align="right">64</td>
</tr>
<tr class="even">
<td align="left">Cardial</td>
<td align="left">Gram-positive (367-367)</td>
<td align="right">63</td>
<td align="right">55</td>
<td align="right">61</td>
<td align="left">Gram-positive (353-353)</td>
<td align="right">64</td>
<td align="right">59</td>
<td align="right">65</td>
</tr>
<tr class="odd">
<td align="left">Respiratory</td>
<td align="left">Gram-positive (345-345)</td>
<td align="right">61</td>
<td align="right">58</td>
<td align="right">63</td>
<td align="left">Gram-positive (352-352)</td>
<td align="right">66</td>
<td align="right">54</td>
<td align="right">62</td>
</tr>
<tr class="even">
<td align="left">Rheumatic</td>
<td align="left">Gram-positive (348-348)</td>
<td align="right">68</td>
<td align="left">Gram-positive (355-355)</td>
<td align="right">63</td>
<td align="right">56</td>
<td align="right">67</td>
<td align="right">65</td>
</tr>
</tbody>
</table>
@ -1152,45 +1152,45 @@ antibiograms:</p>
<tbody>
<tr class="odd">
<td align="left">Cardial</td>
<td align="left">Gram-negative (500-500)</td>
<td align="right">66</td>
<td align="right">77</td>
<td align="right">77</td>
<td align="left">Gram-negative (510-510)</td>
<td align="right">64</td>
<td align="right">78</td>
<td align="right">75</td>
</tr>
<tr class="even">
<td align="left">Respiratory</td>
<td align="left">Gram-negative (513-513)</td>
<td align="right">60</td>
<td align="left">Gram-negative (516-516)</td>
<td align="right">62</td>
<td align="right">74</td>
<td align="right">72</td>
<td align="right">71</td>
</tr>
<tr class="odd">
<td align="left">Rheumatic</td>
<td align="left">Gram-negative (553-553)</td>
<td align="left">Gram-negative (540-540)</td>
<td align="right">65</td>
<td align="right">78</td>
<td align="right">76</td>
<td align="right">77</td>
<td align="right">77</td>
</tr>
<tr class="even">
<td align="left">Cardial</td>
<td align="left">Gram-positive (367-367)</td>
<td align="right">63</td>
<td align="right">79</td>
<td align="right">75</td>
<td align="left">Gram-positive (353-353)</td>
<td align="right">64</td>
<td align="right">76</td>
<td align="right">76</td>
</tr>
<tr class="odd">
<td align="left">Respiratory</td>
<td align="left">Gram-positive (345-345)</td>
<td align="right">61</td>
<td align="right">76</td>
<td align="right">73</td>
<td align="left">Gram-positive (352-352)</td>
<td align="right">66</td>
<td align="right">79</td>
<td align="right">75</td>
</tr>
<tr class="even">
<td align="left">Rheumatic</td>
<td align="left">Gram-positive (348-348)</td>
<td align="right">68</td>
<td align="left">Gram-positive (355-355)</td>
<td align="right">63</td>
<td align="right">77</td>
<td align="right">79</td>
<td align="right">75</td>
</tr>
</tbody>
</table>

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@ -38,7 +38,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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@ -38,7 +38,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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@ -385,19 +385,19 @@ names or codes, this would have worked exactly the same way:</p>
<div class="sourceCode" id="cb8"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/head.html" class="external-link">head</a></span><span class="op">(</span><span class="va">my_TB_data</span><span class="op">)</span></span>
<span><span class="co">#&gt; rifampicin isoniazid gatifloxacin ethambutol pyrazinamide moxifloxacin</span></span>
<span><span class="co">#&gt; 1 R I S R S I</span></span>
<span><span class="co">#&gt; 2 I I R S S S</span></span>
<span><span class="co">#&gt; 3 R R I R R S</span></span>
<span><span class="co">#&gt; 4 S S I R I R</span></span>
<span><span class="co">#&gt; 5 R S S I S S</span></span>
<span><span class="co">#&gt; 6 S I S R S S</span></span>
<span><span class="co">#&gt; 1 I R I S S I</span></span>
<span><span class="co">#&gt; 2 S S S I I I</span></span>
<span><span class="co">#&gt; 3 I R S I I I</span></span>
<span><span class="co">#&gt; 4 I I R I S R</span></span>
<span><span class="co">#&gt; 5 R I I S R R</span></span>
<span><span class="co">#&gt; 6 R I S R I R</span></span>
<span><span class="co">#&gt; kanamycin</span></span>
<span><span class="co">#&gt; 1 S</span></span>
<span><span class="co">#&gt; 2 I</span></span>
<span><span class="co">#&gt; 3 S</span></span>
<span><span class="co">#&gt; 4 R</span></span>
<span><span class="co">#&gt; 5 R</span></span>
<span><span class="co">#&gt; 6 R</span></span></code></pre></div>
<span><span class="co">#&gt; 1 I</span></span>
<span><span class="co">#&gt; 2 S</span></span>
<span><span class="co">#&gt; 3 R</span></span>
<span><span class="co">#&gt; 4 S</span></span>
<span><span class="co">#&gt; 5 I</span></span>
<span><span class="co">#&gt; 6 S</span></span></code></pre></div>
<p>We can now add the interpretation of MDR-TB to our data set. You can
use:</p>
<div class="sourceCode" id="cb9"><pre class="downlit sourceCode r">
@ -438,40 +438,40 @@ Unique: 5</p>
<tr class="odd">
<td align="left">1</td>
<td align="left">Mono-resistant</td>
<td align="right">3182</td>
<td align="right">63.64%</td>
<td align="right">3182</td>
<td align="right">63.64%</td>
<td align="right">3198</td>
<td align="right">63.96%</td>
<td align="right">3198</td>
<td align="right">63.96%</td>
</tr>
<tr class="even">
<td align="left">2</td>
<td align="left">Negative</td>
<td align="right">1027</td>
<td align="right">20.54%</td>
<td align="right">4209</td>
<td align="right">84.18%</td>
<td align="right">966</td>
<td align="right">19.32%</td>
<td align="right">4164</td>
<td align="right">83.28%</td>
</tr>
<tr class="odd">
<td align="left">3</td>
<td align="left">Multi-drug-resistant</td>
<td align="right">462</td>
<td align="right">9.24%</td>
<td align="right">4671</td>
<td align="right">93.42%</td>
<td align="right">456</td>
<td align="right">9.12%</td>
<td align="right">4620</td>
<td align="right">92.40%</td>
</tr>
<tr class="even">
<td align="left">4</td>
<td align="left">Poly-resistant</td>
<td align="right">237</td>
<td align="right">4.74%</td>
<td align="right">4908</td>
<td align="right">98.16%</td>
<td align="right">278</td>
<td align="right">5.56%</td>
<td align="right">4898</td>
<td align="right">97.96%</td>
</tr>
<tr class="odd">
<td align="left">5</td>
<td align="left">Extensively drug-resistant</td>
<td align="right">92</td>
<td align="right">1.84%</td>
<td align="right">102</td>
<td align="right">2.04%</td>
<td align="right">5000</td>
<td align="right">100.00%</td>
</tr>

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@ -38,7 +38,7 @@
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<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9148</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9150</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">
@ -219,6 +219,7 @@
<div class="section level4">
<h4 id="filtering-and-selecting-data">Filtering and selecting data<a class="anchor" aria-label="anchor" href="#filtering-and-selecting-data"></a>
</h4>
<p>One of the most powerful functions of this package, aside from calculating and plotting AMR, is selecting and filtering based on antibiotic columns. This can be done using the so-called <a href="https://msberends.github.io/AMR/reference/antibiotic_class_selectors.html">antibiotic class selectors</a> that work in base R, <code>dplyr</code> and <code>data.table</code>:</p>
<div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="co"># AMR works great with dplyr, but it's not required or neccesary</span></span>
<span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://msberends.github.io/AMR/">AMR</a></span><span class="op">)</span></span>
@ -226,8 +227,10 @@
<span></span>
<span><span class="va">example_isolates</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span></span>
<span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate.html" class="external-link">mutate</a></span><span class="op">(</span>bacteria <span class="op">=</span> <span class="fu"><a href="reference/mo_property.html">mo_fullname</a></span><span class="op">(</span><span class="op">)</span><span class="op">)</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span></span>
<span> <span class="co"># filtering functions for microorganisms:</span></span>
<span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/filter.html" class="external-link">filter</a></span><span class="op">(</span><span class="fu"><a href="reference/mo_property.html">mo_is_gram_negative</a></span><span class="op">(</span><span class="op">)</span>,</span>
<span> <span class="fu"><a href="reference/mo_property.html">mo_is_intrinsic_resistant</a></span><span class="op">(</span>ab <span class="op">=</span> <span class="st">"cefotax"</span><span class="op">)</span><span class="op">)</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span></span>
<span> <span class="co"># antibiotic selectors:</span></span>
<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="va">bacteria</span>,</span>
<span> <span class="fu"><a href="reference/antibiotic_class_selectors.html">aminoglycosides</a></span><span class="op">(</span><span class="op">)</span>,</span>
<span> <span class="fu"><a href="reference/antibiotic_class_selectors.html">carbapenems</a></span><span class="op">(</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
@ -337,18 +340,21 @@
</table>
<p>A base R equivalent would be:</p>
<div class="sourceCode" id="cb2"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="va">example_isolates</span><span class="op">$</span><span class="va">bacteria</span> <span class="op">&lt;-</span> <span class="fu"><a href="reference/mo_property.html">mo_fullname</a></span><span class="op">(</span><span class="va">example_isolates</span><span class="op">$</span><span class="va">mo</span><span class="op">)</span></span>
<code class="sourceCode R"><span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://msberends.github.io/AMR/">AMR</a></span><span class="op">)</span></span>
<span><span class="va">example_isolates</span><span class="op">$</span><span class="va">bacteria</span> <span class="op">&lt;-</span> <span class="fu"><a href="reference/mo_property.html">mo_fullname</a></span><span class="op">(</span><span class="va">example_isolates</span><span class="op">$</span><span class="va">mo</span><span class="op">)</span></span>
<span><span class="va">example_isolates</span><span class="op">[</span><span class="fu"><a href="https://rdrr.io/r/base/which.html" class="external-link">which</a></span><span class="op">(</span><span class="fu"><a href="reference/mo_property.html">mo_is_gram_negative</a></span><span class="op">(</span><span class="op">)</span> <span class="op">&amp;</span></span>
<span> <span class="fu"><a href="reference/mo_property.html">mo_is_intrinsic_resistant</a></span><span class="op">(</span>ab <span class="op">=</span> <span class="st">"cefotax"</span><span class="op">)</span><span class="op">)</span>,</span>
<span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"bacteria"</span>, <span class="fu"><a href="reference/antibiotic_class_selectors.html">aminoglycosides</a></span><span class="op">(</span><span class="op">)</span>, <span class="fu"><a href="reference/antibiotic_class_selectors.html">carbapenems</a></span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">]</span></span></code></pre></div>
<p>This base R snippet will work in any version of R since April 2013 (R-3.0).</p>
<p>This base R code will work in any version of R since April 2013 (R-3.0). Moreover, this code works identically with the <code>data.table</code> package, only by starting with:</p>
<div class="sourceCode" id="cb3"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="va">example_isolates</span> <span class="op">&lt;-</span> <span class="fu">data.table</span><span class="fu">::</span><span class="fu"><a href="https://Rdatatable.gitlab.io/data.table/reference/as.data.table.html" class="external-link">as.data.table</a></span><span class="op">(</span><span class="va">example_isolates</span><span class="op">)</span></span></code></pre></div>
</div>
<div class="section level4">
<h4 id="generating-antibiograms">Generating antibiograms<a class="anchor" aria-label="anchor" href="#generating-antibiograms"></a>
</h4>
<p>The <code>AMR</code> package supports generating traditional, combined, syndromic, and even weighted-incidence syndromic combination antibiograms (WISCA).</p>
<p>If used inside R Markdown or Quarto, the table will be printed in the right output format automatically (such as markdown, LaTeX, HTML, etc.).</p>
<div class="sourceCode" id="cb3"><pre class="downlit sourceCode r">
<div class="sourceCode" id="cb4"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="reference/antibiogram.html">antibiogram</a></span><span class="op">(</span><span class="va">example_isolates</span>,</span>
<span> antibiotics <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fu"><a href="reference/antibiotic_class_selectors.html">aminoglycosides</a></span><span class="op">(</span><span class="op">)</span>, <span class="fu"><a href="reference/antibiotic_class_selectors.html">carbapenems</a></span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
<table class="table">
@ -464,7 +470,7 @@
</tbody>
</table>
<p>In combination antibiograms, it is clear that combined antibiotics yield higher empiric coverage:</p>
<div class="sourceCode" id="cb4"><pre class="downlit sourceCode r">
<div class="sourceCode" id="cb5"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="reference/antibiogram.html">antibiogram</a></span><span class="op">(</span><span class="va">example_isolates</span>,</span>
<span> antibiotics <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"TZP"</span>, <span class="st">"TZP+TOB"</span>, <span class="st">"TZP+GEN"</span><span class="op">)</span>,</span>
<span> mo_transform <span class="op">=</span> <span class="st">"gramstain"</span><span class="op">)</span></span></code></pre></div>
@ -491,7 +497,7 @@
</tbody>
</table>
<p>Like many other functions in this package, <code><a href="reference/antibiogram.html">antibiogram()</a></code> comes with support for 20 languages that are often detected automatically based on system language:</p>
<div class="sourceCode" id="cb5"><pre class="downlit sourceCode r">
<div class="sourceCode" id="cb6"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="reference/antibiogram.html">antibiogram</a></span><span class="op">(</span><span class="va">example_isolates</span>,</span>
<span> antibiotics <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"cipro"</span>, <span class="st">"tobra"</span>, <span class="st">"genta"</span><span class="op">)</span>, <span class="co"># any arbitrary name or code will work</span></span>
<span> mo_transform <span class="op">=</span> <span class="st">"gramstain"</span>,</span>
@ -524,15 +530,56 @@
<h4 id="calculating-resistance-per-group">Calculating resistance per group<a class="anchor" aria-label="anchor" href="#calculating-resistance-per-group"></a>
</h4>
<p>For a manual approach, you can use the <code>resistance</code> or <code><a href="reference/proportion.html">susceptibility()</a></code> function:</p>
<div class="sourceCode" id="cb6"><pre class="downlit sourceCode r">
<div class="sourceCode" id="cb7"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="va">example_isolates</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span></span>
<span> <span class="co"># group by ward:</span></span>
<span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/group_by.html" class="external-link">group_by</a></span><span class="op">(</span><span class="va">ward</span><span class="op">)</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span></span>
<span> <span class="co"># calculate AMR using resistance() for gentamicin and tobramycin</span></span>
<span> <span class="co"># and get their 95% confidence intervals using sir_confidence_interval():</span></span>
<span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/summarise.html" class="external-link">summarise</a></span><span class="op">(</span><span class="fu"><a href="https://dplyr.tidyverse.org/reference/across.html" class="external-link">across</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="va">GEN</span>, <span class="va">TOB</span><span class="op">)</span>,</span>
<span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>total_R <span class="op">=</span> <span class="va">resistance</span>,</span>
<span> conf_int <span class="op">=</span> <span class="kw">function</span><span class="op">(</span><span class="va">x</span><span class="op">)</span> <span class="fu"><a href="reference/proportion.html">sir_confidence_interval</a></span><span class="op">(</span><span class="va">x</span>, collapse <span class="op">=</span> <span class="st">"-"</span><span class="op">)</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
<table class="table">
<thead><tr class="header">
<th align="center">ward</th>
<th align="center">GEN_total_R</th>
<th align="center">GEN_conf_int</th>
<th align="center">TOB_total_R</th>
<th align="center">TOB_conf_int</th>
</tr></thead>
<tbody>
<tr class="odd">
<td align="center">Clinical</td>
<td align="center">0.229</td>
<td align="center">0.205-0.254</td>
<td align="center">0.315</td>
<td align="center">0.284-0.347</td>
</tr>
<tr class="even">
<td align="center">ICU</td>
<td align="center">0.290</td>
<td align="center">0.253-0.330</td>
<td align="center">0.400</td>
<td align="center">0.353-0.449</td>
</tr>
<tr class="odd">
<td align="center">Outpatient</td>
<td align="center">0.200</td>
<td align="center">0.131-0.285</td>
<td align="center">0.368</td>
<td align="center">0.254-0.493</td>
</tr>
</tbody>
</table>
<p>Or use <a href="https://msberends.github.io/AMR/reference/antibiotic_class_selectors.html">antibiotic class selectors</a> to select a series of antibiotic columns:</p>
<div class="sourceCode" id="cb8"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://msberends.github.io/AMR/">AMR</a></span><span class="op">)</span></span>
<span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://dplyr.tidyverse.org" class="external-link">dplyr</a></span><span class="op">)</span></span>
<span></span>
<span><span class="va">out</span> <span class="op">&lt;-</span> <span class="va">example_isolates</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span></span>
<span> <span class="co"># group by ward:</span></span>
<span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/group_by.html" class="external-link">group_by</a></span><span class="op">(</span><span class="va">ward</span><span class="op">)</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span></span>
<span> <span class="co"># calculate AMR using resistance(), over all aminoglycosides</span></span>
<span> <span class="co"># and polymyxins:</span></span>
<span> <span class="co"># calculate AMR using resistance(), over all aminoglycosides and polymyxins:</span></span>
<span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/summarise.html" class="external-link">summarise</a></span><span class="op">(</span><span class="fu"><a href="https://dplyr.tidyverse.org/reference/across.html" class="external-link">across</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fu"><a href="reference/antibiotic_class_selectors.html">aminoglycosides</a></span><span class="op">(</span><span class="op">)</span>, <span class="fu"><a href="reference/antibiotic_class_selectors.html">polymyxins</a></span><span class="op">(</span><span class="op">)</span><span class="op">)</span>,</span>
<span> <span class="va">resistance</span><span class="op">)</span><span class="op">)</span></span>
<span><span class="va">out</span></span></code></pre></div>
@ -572,7 +619,7 @@
</tr>
</tbody>
</table>
<div class="sourceCode" id="cb7"><pre class="downlit sourceCode r">
<div class="sourceCode" id="cb9"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="co"># transform the antibiotic columns to names:</span></span>
<span><span class="va">out</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/ab_property.html">set_ab_names</a></span><span class="op">(</span><span class="op">)</span></span></code></pre></div>
<table class="table">
@ -619,7 +666,7 @@
</tr>
</tbody>
</table>
<div class="sourceCode" id="cb8"><pre class="downlit sourceCode r">
<div class="sourceCode" id="cb10"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="co"># transform the antibiotic column to ATC codes:</span></span>
<span><span class="va">out</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/ab_property.html">set_ab_names</a></span><span class="op">(</span>property <span class="op">=</span> <span class="st">"atc"</span><span class="op">)</span></span></code></pre></div>
<table class="table">
@ -699,7 +746,7 @@
</h4>
<p><a href="https://cran.r-project.org/package=AMR" class="external-link"><img src="https://www.r-pkg.org/badges/version-ago/AMR" alt="CRAN"></a> <a href="https://cran.r-project.org/package=AMR" class="external-link"><img src="https://cranlogs.r-pkg.org/badges/grand-total/AMR" alt="CRANlogs"></a></p>
<p>This package is available <a href="https://cran.r-project.org/package=AMR" class="external-link">here on the official R network (CRAN)</a>. Install this package in R from CRAN by using the command:</p>
<div class="sourceCode" id="cb9"><pre class="downlit sourceCode r">
<div class="sourceCode" id="cb11"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/install.packages.html" class="external-link">install.packages</a></span><span class="op">(</span><span class="st">"AMR"</span><span class="op">)</span></span></code></pre></div>
<p>It will be downloaded and installed automatically. For RStudio, click on the menu <em>Tools</em> &gt; <em>Install Packages…</em> and then type in “AMR” and press <kbd>Install</kbd>.</p>
<p><strong>Note:</strong> Not all functions on this website may be available in this latest release. To use all functions and data sets mentioned on this website, install the latest development version.</p>
@ -713,13 +760,13 @@
<ol style="list-style-type: decimal">
<li>
<p>Manually, using:</p>
<div class="sourceCode" id="cb10"><pre class="downlit sourceCode r">
<div class="sourceCode" id="cb12"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/install.packages.html" class="external-link">install.packages</a></span><span class="op">(</span><span class="st">"remotes"</span><span class="op">)</span> <span class="co"># if you haven't already</span></span>
<span><span class="fu">remotes</span><span class="fu">::</span><span class="fu"><a href="https://remotes.r-lib.org/reference/install_github.html" class="external-link">install_github</a></span><span class="op">(</span><span class="st">"msberends/AMR"</span><span class="op">)</span></span></code></pre></div>
</li>
<li>
<p>Automatically, using the <a href="https://ropensci.org/r-universe/" class="external-link">rOpenSci R-universe platform</a>, by adding <a href="https://msberends.r-universe.dev" class="external-link">our R-universe address</a> to your list of repositories (‘repos’):</p>
<div class="sourceCode" id="cb11"><pre class="downlit sourceCode r">
<div class="sourceCode" id="cb13"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/options.html" class="external-link">options</a></span><span class="op">(</span>repos <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/options.html" class="external-link">getOption</a></span><span class="op">(</span><span class="st">"repos"</span><span class="op">)</span>,</span>
<span> msberends <span class="op">=</span> <span class="st">"https://msberends.r-universe.dev"</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
<p>After this, you can install and update this <code>AMR</code> package like any official release (e.g., using <code>install.packages("AMR")</code> or in RStudio via <em>Tools</em> &gt; <em>Check for Package Updates…</em>).</p>

37
news/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="">1.8.2.9148</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9150</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -142,7 +142,7 @@
</div>
<div class="section level2">
<h2 class="pkg-version" data-toc-text="1.8.2.9148" id="amr-1829148">AMR 1.8.2.9148<a class="anchor" aria-label="anchor" href="#amr-1829148"></a></h2>
<h2 class="pkg-version" data-toc-text="1.8.2.9150" id="amr-1829150">AMR 1.8.2.9150<a class="anchor" aria-label="anchor" href="#amr-1829150"></a></h2>
<p><em>(this beta version will eventually become v2.0! We’re happy to reach a new major milestone soon!)</em></p>
<p>This is a new major release of the AMR package, with great new additions but also some breaking changes for current users. These are all listed below.</p>
<p><strong><a href="https://en.wikipedia.org/wiki/TL;DR" class="external-link">TL;DR</a></strong></p>
@ -156,37 +156,43 @@
<li>Now available in 20 languages</li>
<li>Many small bug fixes</li>
</ul><div class="section level3">
<h3 id="new-1-8-2-9148">New<a class="anchor" aria-label="anchor" href="#new-1-8-2-9148"></a></h3>
<h3 id="new-1-8-2-9150">New<a class="anchor" aria-label="anchor" href="#new-1-8-2-9150"></a></h3>
<div class="section level4">
<h4 id="sir-vs-rsi-1-8-2-9148">SIR vs. RSI<a class="anchor" aria-label="anchor" href="#sir-vs-rsi-1-8-2-9148"></a></h4>
<h4 id="sir-vs-rsi-1-8-2-9150">SIR vs. RSI<a class="anchor" aria-label="anchor" href="#sir-vs-rsi-1-8-2-9150"></a></h4>
<p>For this milestone version, we replaced all mentions of RSI with SIR, to comply with what is actually being commonly used in the field of clinical microbiology when it comes to this tri-form regarding AMR.</p>
<p>While existing functions such as <code><a href="../reference/AMR-deprecated.html">as.rsi()</a></code>, <code><a href="../reference/AMR-deprecated.html">rsi_df()</a></code> and <code><a href="../reference/AMR-deprecated.html">ggplot_rsi()</a></code> still work, their replacements <code><a href="../reference/as.sir.html">as.sir()</a></code>, <code><a href="../reference/proportion.html">sir_df()</a></code>, <code><a href="../reference/ggplot_sir.html">ggplot_sir()</a></code> are now the current functions for AMR data analysis. A warning will be thrown once a session to remind users about this. The data set <code>rsi_translation</code> is now called <code>clinical_breakpoints</code> to better reflect its content.</p>
<p>The ‘RSI functions’ will be removed in a future version, but not before late 2023 / early 2024.</p>
</div>
<div class="section level4">
<h4 id="new-antibiogram-function-1-8-2-9148">New antibiogram function<a class="anchor" aria-label="anchor" href="#new-antibiogram-function-1-8-2-9148"></a></h4>
<h4 id="new-antibiogram-function-1-8-2-9150">New antibiogram function<a class="anchor" aria-label="anchor" href="#new-antibiogram-function-1-8-2-9150"></a></h4>
<p>With the new <code><a href="../reference/antibiogram.html">antibiogram()</a></code> function, users can now generate traditional, combined, syndromic, and even weighted-incidence syndromic combination antibiograms (WISCA). With this, we follow the logic in the previously described work of Klinker <em>et al.</em> (2021, DOI <a href="https://doi.org/10.1177/20499361211011373" class="external-link">10.1177/20499361211011373</a>) and Barbieri <em>et al.</em> (2021, DOI <a href="https://doi.org/10.1186/s13756-021-00939-2" class="external-link">10.1186/s13756-021-00939-2</a>).</p>
<p>The help page for <code><a href="../reference/antibiogram.html">antibiogram()</a></code> extensively elaborates on use cases, and <code><a href="../reference/antibiogram.html">antibiogram()</a></code> also supports printing in R Markdown and Quarto, with support for 20 languages.</p>
<p>Furthermore, different plotting methods were implemented to allow for graphical visualisations as well.</p>
</div>
<div class="section level4">
<h4 id="interpretation-of-mic-and-disk-diffusion-values-1-8-2-9148">Interpretation of MIC and disk diffusion values<a class="anchor" aria-label="anchor" href="#interpretation-of-mic-and-disk-diffusion-values-1-8-2-9148"></a></h4>
<h4 id="interpretation-of-mic-and-disk-diffusion-values-1-8-2-9150">Interpretation of MIC and disk diffusion values<a class="anchor" aria-label="anchor" href="#interpretation-of-mic-and-disk-diffusion-values-1-8-2-9150"></a></h4>
<p>The clinical breakpoints and intrinsic resistance of EUCAST 2022 and CLSI 2022 have been added for <code><a href="../reference/as.sir.html">as.sir()</a></code>. EUCAST 2022 (v12.0) is now the new default guideline for all MIC and disks diffusion interpretations, and for <code><a href="../reference/eucast_rules.html">eucast_rules()</a></code> to apply EUCAST Expert Rules. The default guideline (EUCAST) can now be changed with the new <code>AMR_guideline</code> option, such as: <code>options(AMR_guideline = "CLSI 2020")</code>.</p>
<p>With the new arguments <code>include_PKPD</code> (default: <code>TRUE</code>) and <code>include_screening</code> (default: <code>FALSE</code>), users can now specify whether breakpoints for screening and from the PK/PD table should be included when interpreting MICs and disks diffusion values. These options can be set globally, which can be read in <a href="https://msberends.github.io/AMR/reference/AMR-options.html">our new manual</a>.</p>
<p>Interpretation guidelines older than 10 years were removed, the oldest now included guidelines of EUCAST and CLSI are from 2013.</p>
</div>
<div class="section level4">
<h4 id="supported-languages-1-8-2-9148">Supported languages<a class="anchor" aria-label="anchor" href="#supported-languages-1-8-2-9148"></a></h4>
<h4 id="supported-languages-1-8-2-9150">Supported languages<a class="anchor" aria-label="anchor" href="#supported-languages-1-8-2-9150"></a></h4>
<p>We added support for the following ten languages: Chinese (simplified), Czech, Finnish, Greek, Japanese, Norwegian (bokmål), Polish, Romanian, Turkish and Ukrainian. All antibiotic names are now available in these languages, and the AMR package will automatically determine a supported language based on the user’s system language.</p>
<p>We are very grateful for the valuable input by our colleagues from other countries. The <code>AMR</code> package is now available in 20 languages in total, and according to download stats used in almost all countries in the world!</p>
</div>
<div class="section level4">
<h4 id="microbiological-taxonomy-1-8-2-9148">Microbiological taxonomy<a class="anchor" aria-label="anchor" href="#microbiological-taxonomy-1-8-2-9148"></a></h4>
<h4 id="outbreak-management-1-8-2-9150">Outbreak management<a class="anchor" aria-label="anchor" href="#outbreak-management-1-8-2-9150"></a></h4>
<p>For analysis in outbreak management, we updated the <code><a href="../reference/get_episode.html">get_episode()</a></code> and <code><a href="../reference/get_episode.html">is_new_episode()</a></code> functions: they now contain an argument <code>case_free_days</code>. This argument can be used to quantify the duration of case-free days (the inter-epidemic interval), after which a new episode will start.</p>
<p>This is common requirement in outbreak management, e.g. when determining the number of norovirus outbreaks in a hospital. The case-free period could then be 14 or 28 days, so that new norovirus cases after that time will be considered a different (or new) episode.</p>
</div>
<div class="section level4">
<h4 id="microbiological-taxonomy-1-8-2-9150">Microbiological taxonomy<a class="anchor" aria-label="anchor" href="#microbiological-taxonomy-1-8-2-9150"></a></h4>
<p>The <code>microorganisms</code> data set no longer relies on the Catalogue of Life, but on the List of Prokaryotic names with Standing in Nomenclature (LPSN) and is supplemented with the ‘backbone taxonomy’ from the Global Biodiversity Information Facility (GBIF). The structure of this data set has changed to include separate LPSN and GBIF identifiers. Almost all previous MO codes were retained. It contains over 1,400 taxonomic names from 2022.</p>
<p>We previously relied on our own experience to categorise species into pathogenic groups, but we were very happy to encounter the very recent work of Bartlett <em>et al.</em> (2022, DOI <a href="https://doi.org/10.1099/mic.0.001269" class="external-link">10.1099/mic.0.001269</a>) who extensively studied medical-scientific literature to categorise all bacterial species into groups. See <code><a href="../reference/mo_matching_score.html">mo_matching_score()</a></code> on how their work was incorporated into the <code>prevalence</code> column of the <code>microorganisms</code> data set. Using their results, the <code><a href="../reference/as.mo.html">as.mo()</a></code> and all <code>mo_*()</code> functions are now much better capable of converting user input to valid taxonomic records.</p>
<p>The new function <code><a href="../reference/add_custom_microorganisms.html">add_custom_microorganisms()</a></code> allows users to add custom microorganisms to the <code>AMR</code> package.</p>
<p>We also made the following changes regarding the included taxonomy or microorganisms functions:</p>
<ul><li>Updated full microbiological taxonomy according to the latest daily LPSN data set (December 2022) and latest yearly GBIF taxonomy backbone (November 2022)</li>
<li>Added function <code><a href="../reference/mo_property.html">mo_current()</a></code> to get the currently valid taxonomic name of a microorganism</li>
<li>Support for all 1,516 city-like serovars of <em>Salmonella</em>, such as <em>Salmonella</em> Goldcoast. Formally, these are serovars belonging to the <em>S. enterica</em> species, but they are reported with only the name of the genus and the city. For this reason, the serovars are in the <code>subspecies</code> column of the <code>microorganisms</code> data set and “enterica” is in the <code>species</code> column, but the full name does not contain the species name (<em>enterica</em>).</li>
<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 recently published JSS paper (DOI <a href="https://doi.org/10.18637/jss.v104.i03" class="external-link">10.18637/jss.v104.i03</a>).
<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>
@ -205,7 +211,7 @@
<li>The <code>microorganisms.old</code> data set was removed, and all previously accepted names are now included in the <code>microorganisms</code> data set. A new column <code>status</code> contains <code>"accepted"</code> for currently accepted names and <code>"synonym"</code> for taxonomic synonyms; currently invalid names. All previously accepted names now have a microorganisms ID and - if available - an LPSN, GBIF and SNOMED CT identifier.</li>
</ul></div>
<div class="section level4">
<h4 id="antibiotic-agents-and-selectors-1-8-2-9148">Antibiotic agents and selectors<a class="anchor" aria-label="anchor" href="#antibiotic-agents-and-selectors-1-8-2-9148"></a></h4>
<h4 id="antibiotic-agents-and-selectors-1-8-2-9150">Antibiotic agents and selectors<a class="anchor" aria-label="anchor" href="#antibiotic-agents-and-selectors-1-8-2-9150"></a></h4>
<p>The new function <code><a href="../reference/add_custom_antimicrobials.html">add_custom_antimicrobials()</a></code> allows users to add custom antimicrobial codes and names to the <code>AMR</code> package.</p>
<p>The <code>antibiotics</code> data set was greatly updated:</p>
<ul><li>The following 20 antibiotics have been added (also includes the <a href="https://www.whocc.no/atc_ddd_index/?code=J01RA&amp;showdescription=no" class="external-link">new J01RA ATC group</a>): azithromycin/fluconazole/secnidazole (AFC), cefepime/amikacin (CFA), cefixime/ornidazole (CEO), ceftriaxone/beta-lactamase inhibitor (CEB), ciprofloxacin/metronidazole (CIM), ciprofloxacin/ornidazole (CIO), ciprofloxacin/tinidazole (CIT), furazidin (FUR), isoniazid/sulfamethoxazole/trimethoprim/pyridoxine (IST), lascufloxacin (LSC), levofloxacin/ornidazole (LEO), nemonoxacin (NEM), norfloxacin/metronidazole (NME), norfloxacin/tinidazole (NTI), ofloxacin/ornidazole (OOR), oteseconazole (OTE), rifampicin/ethambutol/isoniazid (REI), sarecycline (SRC), tetracycline/oleandomycin (TOL), and thioacetazone (TAT)</li>
@ -217,27 +223,24 @@
</ul><p>Also, we added support for using antibiotic selectors in scoped <code>dplyr</code> verbs (with or without using <code><a href="https://dplyr.tidyverse.org/reference/vars.html" class="external-link">vars()</a></code>), such as in: <code>... %&gt;% summarise_at(aminoglycosides(), resistance)</code>, please see <code><a href="../reference/proportion.html">resistance()</a></code> for examples.</p>
</div>
<div class="section level4">
<h4 id="antiviral-agents-1-8-2-9148">Antiviral agents<a class="anchor" aria-label="anchor" href="#antiviral-agents-1-8-2-9148"></a></h4>
<h4 id="antiviral-agents-1-8-2-9150">Antiviral agents<a class="anchor" aria-label="anchor" href="#antiviral-agents-1-8-2-9150"></a></h4>
<p>We now added extensive support for antiviral agents! For the first time, the <code>AMR</code> package has extensive support for antiviral drugs and to work with their names, codes and other data in any way.</p>
<ul><li>The <code>antivirals</code> data set has been extended with 18 new drugs (also from the <a href="https://www.whocc.no/atc_ddd_index/?code=J05AJ&amp;showdescription=no" class="external-link">new J05AJ ATC group</a>) and now also contains antiviral identifiers and LOINC codes</li>
<li>A new data type <code>av</code> (<em>antivirals</em>) has been added, which is functionally similar to <code>ab</code> for antibiotics</li>
<li>Functions <code><a href="../reference/as.av.html">as.av()</a></code>, <code><a href="../reference/av_property.html">av_name()</a></code>, <code><a href="../reference/av_property.html">av_atc()</a></code>, <code><a href="../reference/av_property.html">av_synonyms()</a></code>, <code><a href="../reference/av_from_text.html">av_from_text()</a></code> have all been added as siblings to their <code>ab_*()</code> equivalents</li>
</ul></div>
<div class="section level4">
<h4 id="other-new-functions-1-8-2-9148">Other new functions<a class="anchor" aria-label="anchor" href="#other-new-functions-1-8-2-9148"></a></h4>
<h4 id="other-new-functions-1-8-2-9150">Other new functions<a class="anchor" aria-label="anchor" href="#other-new-functions-1-8-2-9150"></a></h4>
<ul><li>Function <code><a href="../reference/proportion.html">sir_confidence_interval()</a></code> to add confidence intervals in AMR calculation. This is now also included in <code><a href="../reference/proportion.html">sir_df()</a></code> and <code><a href="../reference/proportion.html">proportion_df()</a></code>.</li>
<li>Function <code><a href="../reference/mean_amr_distance.html">mean_amr_distance()</a></code> to calculate the mean AMR distance. The mean AMR distance is a normalised numeric value to compare AMR test results and can help to identify similar isolates, without comparing antibiograms by hand.</li>
<li>Function <code><a href="../reference/as.sir.html">sir_interpretation_history()</a></code> to view the history of previous runs of <code><a href="../reference/as.sir.html">as.sir()</a></code> (previously <code><a href="../reference/AMR-deprecated.html">as.rsi()</a></code>). This returns a ‘logbook’ with the selected guideline, reference table and specific interpretation of each row in a data set on which <code><a href="../reference/as.sir.html">as.sir()</a></code> was run.</li>
<li>Function <code><a href="../reference/mo_property.html">mo_current()</a></code> to get the currently valid taxonomic name of a microorganism</li>
<li>Function <code><a href="../reference/add_custom_antimicrobials.html">add_custom_antimicrobials()</a></code> to add custom antimicrobial codes and names to the <code>AMR</code> package</li>
</ul></div>
</div>
<div class="section level3">
<h3 id="changes-1-8-2-9148">Changes<a class="anchor" aria-label="anchor" href="#changes-1-8-2-9148"></a></h3>
<h3 id="changes-1-8-2-9150">Changes<a class="anchor" aria-label="anchor" href="#changes-1-8-2-9150"></a></h3>
<ul><li>
<code><a href="../reference/get_episode.html">get_episode()</a></code> (and its wrapper <code><a href="../reference/get_episode.html">is_new_episode()</a></code>):
<ul><li>Gained an argument <code>new_after_days</code> to determine episodes based on epidemic periods</li>
<li>Fix for working with <code>NA</code> values</li>
<ul><li>Fix for working with <code>NA</code> values</li>
<li>Fix for unsorted dates of length 2</li>
<li>Now returns class <code>integer</code> instead of <code>numeric</code> since they are always whole numbers</li>
</ul></li>
@ -282,7 +285,7 @@
<code>mo_synonyns()</code> now contains the scientific reference as names</li>
</ul></div>
<div class="section level3">
<h3 id="other-1-8-2-9148">Other<a class="anchor" aria-label="anchor" href="#other-1-8-2-9148"></a></h3>
<h3 id="other-1-8-2-9150">Other<a class="anchor" aria-label="anchor" href="#other-1-8-2-9150"></a></h3>
<ul><li>Added Peter Dutey-Magni, Dmytro Mykhailenko, Anton Mymrikov, Andrew Norgan, Jonas Salm, and Anita Williams as contributors, to thank them for their valuable input</li>
<li>New website to make use of the new Bootstrap 5 and pkgdown 2.0. The website now contains results for all examples and will be automatically regenerated with every change to our repository, using GitHub Actions</li>
<li>All R and Rmd files in this project are now styled using the <code>styler</code> package</li>

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: 2023-03-11T13:28Z
last_built: 2023-03-11T15:58Z
urls:
reference: https://msberends.github.io/AMR/reference
article: https://msberends.github.io/AMR/articles

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@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9148</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9150</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="">1.8.2.9148</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9150</small>
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@ -18,7 +18,7 @@ The AMR package is available in English, Chinese, Danish, Dutch, French, German,
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9148</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9150</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="">1.8.2.9148</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9150</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

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@ -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="">1.8.2.9148</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9150</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

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@ -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="">1.8.2.9148</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9150</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="">1.8.2.9148</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9150</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="">1.8.2.9148</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="">1.8.2.9148</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="">1.8.2.9148</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9150</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">
@ -205,16 +205,16 @@
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="va">df</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> birth_date age age_exact age_at_y2k</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 1 1974-07-07 48 48.67671 25</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 2 1995-07-06 27 27.67945 4</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 3 1965-04-10 57 57.91781 34</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 4 1954-02-22 69 69.04658 45</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 5 1944-08-18 78 78.56164 55</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 6 1989-07-26 33 33.62466 10</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 7 1983-05-30 39 39.78082 16</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 8 1965-08-11 57 57.58082 34</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 9 1971-01-15 52 52.15068 28</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 10 1948-11-17 74 74.31233 51</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 1 1988-09-10 34 34.49863 11</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 2 1940-03-15 82 82.98904 59</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 3 1951-03-09 72 72.00548 48</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 4 1963-09-14 59 59.48767 36</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 5 1975-08-04 47 47.60000 24</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 6 1932-09-11 90 90.49589 67</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 7 1980-12-22 42 42.21644 19</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 8 1987-03-31 35 35.94521 12</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 9 1945-12-08 77 77.25479 54</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 10 1971-03-24 51 51.96438 28</span>
</code></pre></div>
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@ -12,7 +12,7 @@ All breakpoints used for interpretation are publicly available in the clinical_b
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@ -534,16 +534,16 @@ A microorganism is categorised as "Resistant" when there is a high likelihood of
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 50 × 17</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> datetime index ab_input ab_guid…¹ mo_in…² mo_guideline guide…³</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dttm&gt;</span> <span style="color: #949494; font-style: italic;">&lt;int&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;ab&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;mo&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> 2023-03-11 <span style="color: #949494;">13:29:32</span> 1 TOB TOB Escher… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 2023-03-11 <span style="color: #949494;">13:29:32</span> 1 GEN GEN Escher… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> 2023-03-11 <span style="color: #949494;">13:29:32</span> 1 CIP CIP Escher… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> 2023-03-11 <span style="color: #949494;">13:29:31</span> 1 AMP AMP Escher… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> 2023-03-11 <span style="color: #949494;">13:29:26</span> 1 CIP CIP B_ESCH… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> 2023-03-11 <span style="color: #949494;">13:29:26</span> 2 CIP CIP B_ESCH… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> 2023-03-11 <span style="color: #949494;">13:29:26</span> 3 CIP CIP B_ESCH… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 2023-03-11 <span style="color: #949494;">13:29:26</span> 4 CIP CIP B_ESCH… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 2023-03-11 <span style="color: #949494;">13:29:26</span> 5 CIP CIP B_ESCH… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> 2023-03-11 <span style="color: #949494;">13:29:26</span> 6 CIP CIP B_ESCH… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> 2023-03-11 <span style="color: #949494;">15:59:39</span> 1 TOB TOB Escher… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 2023-03-11 <span style="color: #949494;">15:59:39</span> 1 GEN GEN Escher… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> 2023-03-11 <span style="color: #949494;">15:59:38</span> 1 CIP CIP Escher… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> 2023-03-11 <span style="color: #949494;">15:59:38</span> 1 AMP AMP Escher… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> 2023-03-11 <span style="color: #949494;">15:59:33</span> 1 CIP CIP B_ESCH… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> 2023-03-11 <span style="color: #949494;">15:59:33</span> 2 CIP CIP B_ESCH… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> 2023-03-11 <span style="color: #949494;">15:59:33</span> 3 CIP CIP B_ESCH… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 2023-03-11 <span style="color: #949494;">15:59:33</span> 4 CIP CIP B_ESCH… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 2023-03-11 <span style="color: #949494;">15:59:33</span> 5 CIP CIP B_ESCH… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> 2023-03-11 <span style="color: #949494;">15:59:33</span> 6 CIP CIP B_ESCH… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 40 more rows, 10 more variables: ref_table &lt;chr&gt;, method &lt;chr&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># input &lt;dbl&gt;, outcome &lt;sir&gt;, breakpoint_S_R &lt;chr&gt;, ab_considered &lt;lgl&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># mo_considered &lt;lgl&gt;, breakpoint_S &lt;lgl&gt;, breakpoint_R &lt;lgl&gt;,</span></span>

2
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@ -12,7 +12,7 @@ count_resistant() should be used to count resistant isolates, count_susceptible(
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@ -12,7 +12,7 @@ To improve the interpretation of the antibiogram before EUCAST rules are applied
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@ -1,5 +1,5 @@
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<img src="../logo.svg" class="logo" alt=""><h1>Determine (Clinical or Epidemic) Episodes</h1>
<img src="../logo.svg" class="logo" alt=""><h1>Determine Clinical or Epidemic Episodes</h1>
<small class="dont-index">Source: <a href="https://github.com/msberends/AMR/blob/HEAD/R/get_episode.R" class="external-link"><code>R/get_episode.R</code></a></small>
<div class="d-none name"><code>get_episode.Rd</code></div>
</div>
@ -193,7 +193,7 @@
<p>The <code>get_episode()</code> function returns the index number of the episode, so all cases/patients/isolates in the first episode will have the number 1, all cases/patients/isolates in the second episode will have the number 2, etc.</p>
<p>The <code>is_new_episode()</code> function returns <code>TRUE</code> for every new <code>get_episode()</code> index, and is thus equal to <code>!duplicated(get_episode(...))</code>.</p>
<p>The <code>is_new_episode()</code> function on the other hand, returns <code>TRUE</code> for every new <code>get_episode()</code> index.</p>
<p>To specify, when setting <code>episode_days = 365</code> (using method 1 as explained above), this is how the two functions differ:</p><table class="table table"><tr><td>patient</td><td>date</td><td><code>get_episode()</code></td><td><code>is_new_episode()</code></td></tr><tr><td>A</td><td>2019-01-01</td><td>1</td><td>TRUE</td></tr><tr><td>A</td><td>2019-03-01</td><td>1</td><td>FALSE</td></tr><tr><td>A</td><td>2021-01-01</td><td>2</td><td>TRUE</td></tr><tr><td>B</td><td>2008-01-01</td><td>1</td><td>TRUE</td></tr><tr><td>B</td><td>2008-01-01</td><td>1</td><td>FALSE</td></tr><tr><td>C</td><td>2020-01-01</td><td>1</td><td>TRUE</td></tr></table></div>
<div class="section">
@ -246,29 +246,28 @@
<span class="r-in"><span><span class="va">df</span> <span class="op">&lt;-</span> <span class="va">example_isolates</span><span class="op">[</span><span class="fu"><a href="https://rdrr.io/r/base/sample.html" class="external-link">sample</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/seq.html" class="external-link">seq_len</a></span><span class="op">(</span><span class="fl">2000</span><span class="op">)</span>, size <span class="op">=</span> <span class="fl">100</span><span class="op">)</span>, <span class="op">]</span></span></span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="fu">get_episode</span><span class="op">(</span><span class="va">df</span><span class="op">$</span><span class="va">date</span>, episode_days <span class="op">=</span> <span class="fl">60</span><span class="op">)</span> <span class="co"># indices</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 8 36 16 50 29 40 17 1 46 26 52 49 35 37 3 37 52 40 21 51 38 22 29 5 21</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [26] 37 31 17 49 13 20 44 35 29 9 49 8 11 30 6 8 5 41 27 44 12 39 12 21 3</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [51] 33 44 25 14 8 49 30 7 50 11 34 10 47 21 6 15 3 39 19 7 2 51 5 38 28</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [76] 32 29 22 43 33 49 45 4 31 30 18 44 48 9 47 29 44 2 42 23 42 7 24 19 7</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 41 9 6 37 14 5 39 36 47 13 45 19 26 35 24 42 46 29 1 38 31 27 20 23 11</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [26] 23 46 3 6 33 44 22 32 21 20 18 7 1 22 21 17 38 28 30 33 40 12 8 32 12</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [51] 47 34 43 24 48 46 9 47 4 47 34 47 26 30 25 44 1 1 10 10 33 20 15 20 45</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [76] 46 14 47 6 30 38 5 31 40 21 4 22 9 4 40 7 2 12 3 43 16 24 15 32 7</span>
<span class="r-in"><span><span class="fu">is_new_episode</span><span class="op">(</span><span class="va">df</span><span class="op">$</span><span class="va">date</span>, episode_days <span class="op">=</span> <span class="fl">60</span><span class="op">)</span> <span class="co"># TRUE/FALSE</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [13] TRUE TRUE TRUE FALSE FALSE FALSE TRUE TRUE TRUE TRUE FALSE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [25] FALSE FALSE TRUE FALSE FALSE TRUE TRUE TRUE FALSE FALSE TRUE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [37] FALSE TRUE TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE TRUE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [49] FALSE FALSE TRUE FALSE TRUE TRUE FALSE FALSE FALSE TRUE FALSE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [61] TRUE TRUE TRUE FALSE FALSE TRUE FALSE FALSE TRUE FALSE TRUE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [73] FALSE FALSE TRUE TRUE FALSE FALSE TRUE FALSE FALSE TRUE TRUE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [85] FALSE TRUE FALSE TRUE FALSE FALSE FALSE FALSE FALSE TRUE TRUE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [97] FALSE TRUE FALSE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [13] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [25] TRUE FALSE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [37] TRUE FALSE FALSE FALSE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [49] FALSE FALSE FALSE TRUE TRUE FALSE TRUE FALSE FALSE FALSE TRUE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [61] FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE TRUE FALSE FALSE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [73] TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [85] FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [97] FALSE FALSE FALSE FALSE</span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="co"># filter on results from the third 60-day episode only, using base R</span></span></span>
<span class="r-in"><span><span class="va">df</span><span class="op">[</span><span class="fu"><a href="https://rdrr.io/r/base/which.html" class="external-link">which</a></span><span class="op">(</span><span class="fu">get_episode</span><span class="op">(</span><span class="va">df</span><span class="op">$</span><span class="va">date</span>, <span class="fl">60</span><span class="op">)</span> <span class="op">==</span> <span class="fl">3</span><span class="op">)</span>, <span class="op">]</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 3 × 46</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 2 × 46</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> date patient age gender ward mo PEN OXA FLC AMX </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;date&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;mo&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> 2002-12-14 144280 76 F Clinical B_STPHY_AURS R NA S R </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> 2002-11-16 762305 87 F Clinical B_PROTS_MRBL R NA NA NA </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">3</span> 2002-11-16 762305 87 F Clinical B_BCTRD_FRGL R NA NA R </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> 2003-01-06 894506 83 M ICU B_CRYNB S NA NA NA </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> 2002-11-18 956065 89 F Clinical B_ESCHR_COLI R NA NA NA </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 36 more variables: AMC &lt;sir&gt;, AMP &lt;sir&gt;, TZP &lt;sir&gt;, CZO &lt;sir&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># FEP &lt;sir&gt;, CXM &lt;sir&gt;, FOX &lt;sir&gt;, CTX &lt;sir&gt;, CAZ &lt;sir&gt;, CRO &lt;sir&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># GEN &lt;sir&gt;, TOB &lt;sir&gt;, AMK &lt;sir&gt;, KAN &lt;sir&gt;, TMP &lt;sir&gt;, SXT &lt;sir&gt;,</span></span>
@ -306,16 +305,16 @@
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># Groups: patient, condition [98]</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> 074321 2015-09-20 A TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 088256 2003-01-25 B TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> 097186 2015-10-28 C TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> 0D7D34 2011-03-19 B TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> 0E2483 2008-07-22 C TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> 105248 2005-06-16 A TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> 107DD1 2012-09-03 A TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 114570 2003-04-08 C TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 136315 2004-02-02 B TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> 144280 2002-12-14 B TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> 04C169 2012-07-18 A TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 051150 2007-01-02 C TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> 05C73F 2006-01-12 A TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> 092034 2016-08-07 B TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> 0C0688 2014-09-05 B TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> 0D7D34 2011-03-17 A TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> 0D7D34 2011-03-16 C TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 0DBB93 2003-10-02 C TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 114570 2003-04-22 A TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> 146120 2011-09-23 B TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 90 more rows</span></span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://dplyr.tidyverse.org" class="external-link">"dplyr"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
@ -329,19 +328,19 @@
<span class="r-in"><span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/arrange.html" class="external-link">arrange</a></span><span class="op">(</span><span class="va">patient</span>, <span class="va">ward</span>, <span class="va">date</span><span class="op">)</span></span></span>
<span class="r-in"><span><span class="op">}</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 100 × 5</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># Groups: ward, patient [94]</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># Groups: ward, patient [95]</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> ward date patient new_index new_logical</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;date&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;int&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> ICU 2015-09-20 074321 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> ICU 2003-01-25 088256 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> Clinical 2015-10-28 097186 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> ICU 2011-03-19 0D7D34 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> Clinical 2008-07-22 0E2483 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> Clinical 2005-06-16 105248 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> Clinical 2012-09-03 107DD1 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> ICU 2003-04-08 114570 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> Clinical 2004-02-02 136315 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> Clinical 2002-12-14 144280 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> Clinical 2012-07-18 04C169 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> ICU 2007-01-02 051150 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> Clinical 2006-01-12 05C73F 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> Clinical 2016-08-07 092034 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> Clinical 2014-09-05 0C0688 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> ICU 2011-03-16 0D7D34 1 FALSE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> ICU 2011-03-17 0D7D34 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> ICU 2003-10-02 0DBB93 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> ICU 2003-04-22 114570 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> Clinical 2011-09-23 146120 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 90 more rows</span></span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://dplyr.tidyverse.org" class="external-link">"dplyr"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
@ -357,9 +356,9 @@
<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 64 14 44 54</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> ICU 29 10 22 24</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">3</span> Outpatient 1 1 1 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> Clinical 62 13 35 48</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> ICU 27 9 22 23</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">3</span> Outpatient 6 4 6 6</span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="co"># grouping on patients and microorganisms leads to the same</span></span></span>
<span class="r-in"><span><span class="co"># results as first_isolate() when using 'episode-based':</span></span></span>
@ -388,19 +387,19 @@
<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: 100 × 4</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># Groups: patient, mo, ward [98]</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> E32B78 B_GEMLL_HMLY ICU TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 672020 B_STPHY_EPDR Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> 578848 B_STPHY_CONS Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> 844790 B_STPHY_LGDN ICU TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> 409788 B_STPHY_CONS Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> 789292 B_STRPT_SLVR Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> 94BB11 B_ESCHR_COLI Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 495616 B_STPHY_EPDR Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 329C35 B_ESCHR_COLI Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> D19627 B_ESCHR_COLI Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># Groups: patient, mo, ward [99]</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> 310665 B_STPHY_CPTS Outpatient TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> B95551 B_STPHY_CONS Outpatient TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> F35553 B_ENTRC ICU TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> 919B60 B_STPHY_AURS Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> 911753 B_STPHY_AURS Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> CBC201 B_STPHY_CONS Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> DC47C6 B_PSDMN_AERG Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 287666 B_ESCHR_COLI Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 594103 B_MCRCCC_LUTS Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> B12221 B_STPHY_AURS Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 90 more rows</span></span>
<span class="r-in"><span><span class="co"># }</span></span></span>
</code></pre></div>

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@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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@ -273,7 +273,7 @@
<code><a href="get_episode.html">get_episode()</a></code> <code><a href="get_episode.html">is_new_episode()</a></code>
</dt>
<dd>Determine (Clinical or Epidemic) Episodes</dd>
<dd>Determine Clinical or Epidemic Episodes</dd>
</dl><dl><dt>
<code><a href="first_isolate.html">first_isolate()</a></code> <code><a href="first_isolate.html">filter_first_isolate()</a></code>

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reference/join.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="">1.8.2.9148</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9150</small>
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@ -190,7 +190,7 @@
<div class="section level2">
<h2 id="details">Details<a class="anchor" aria-label="anchor" href="#details"></a></h2>
<p><strong>Note:</strong> As opposed to the <code>join()</code> functions of <code>dplyr</code>, <a href="https://rdrr.io/r/base/character.html" class="external-link">character</a> vectors are supported and at default existing columns will get a suffix <code>"2"</code> and the newly joined columns will not get a suffix.</p>
<p>If the <code>dplyr</code> package is installed, their join functions will be used. Otherwise, the much slower <code><a href="https://rdrr.io/r/base/merge.html" class="external-link">merge()</a></code> and <code><a href="https://rdrr.io/r/base/interaction.html" class="external-link">interaction()</a></code> functions from base <span style="R">R</span> will be used.</p>
<p>If the <code>dplyr</code> package is installed, their join functions will be used. Otherwise, the much slower <code><a href="https://Rdatatable.gitlab.io/data.table/reference/merge.html" class="external-link">merge()</a></code> and <code><a href="https://rdrr.io/r/base/interaction.html" class="external-link">interaction()</a></code> functions from base <span style="R">R</span> will be used.</p>
</div>
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@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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@ -182,9 +182,9 @@
<div class="section level2">
<h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
<div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu">kurtosis</span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/stats/Normal.html" class="external-link">rnorm</a></span><span class="op">(</span><span class="fl">10000</span><span class="op">)</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 2.983707</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 3.019054</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] 0.0116776</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.0782188</span>
</code></pre></div>
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@ -201,7 +201,7 @@
<div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">a</span> <span class="op">&lt;-</span> <span class="st">"This is a test"</span></span></span>
<span class="r-in"><span><span class="va">b</span> <span class="op">&lt;-</span> <span class="st">"TEST"</span></span></span>
<span class="r-in"><span><span class="va">a</span> <span class="op">%like%</span> <span class="va">b</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] FALSE</span>
<span class="r-in"><span><span class="va">b</span> <span class="op">%like%</span> <span class="va">a</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] FALSE</span>
<span class="r-in"><span></span></span>
@ -209,12 +209,14 @@
<span class="r-in"><span><span class="va">a</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"Test case"</span>, <span class="st">"Something different"</span>, <span class="st">"Yet another thing"</span><span class="op">)</span></span></span>
<span class="r-in"><span><span class="va">b</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"case"</span>, <span class="st">"diff"</span>, <span class="st">"yet"</span><span class="op">)</span></span></span>
<span class="r-in"><span><span class="va">a</span> <span class="op">%like%</span> <span class="va">b</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] TRUE TRUE TRUE</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>argument 'pattern' has length &gt; 1 and only the first element will be used</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] TRUE FALSE FALSE</span>
<span class="r-in"><span><span class="va">a</span> <span class="op">%unlike%</span> <span class="va">b</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] FALSE FALSE FALSE</span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="va">a</span><span class="op">[</span><span class="fl">1</span><span class="op">]</span> <span class="op">%like%</span> <span class="va">b</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] TRUE FALSE FALSE</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>argument 'pattern' has length &gt; 1 and only the first element will be used</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] TRUE</span>
<span class="r-in"><span><span class="va">a</span> <span class="op">%like%</span> <span class="va">b</span><span class="op">[</span><span class="fl">1</span><span class="op">]</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] TRUE FALSE FALSE</span>
<span class="r-in"><span></span></span>
@ -222,52 +224,28 @@
<span class="r-in"><span><span class="co"># get isolates whose name start with 'Entero' (case-insensitive)</span></span></span>
<span class="r-in"><span><span class="va">example_isolates</span><span class="op">[</span><span class="fu"><a href="https://rdrr.io/r/base/which.html" class="external-link">which</a></span><span class="op">(</span><span class="fu"><a href="mo_property.html">mo_name</a></span><span class="op">(</span><span class="op">)</span> <span class="op">%like%</span> <span class="st">"^entero"</span><span class="op">)</span>, <span class="op">]</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> ℹ Using column 'mo' as input for mo_name()</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 106 × 46</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> date patient age gender ward mo PEN OXA FLC AMX </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;date&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;mo&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> 2002-02-21 4FC193 69 M Clinic… B_ENTRC_FACM NA NA NA NA </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 2002-04-08 130252 78 M ICU B_ENTRC_FCLS NA NA NA NA </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> 2002-06-23 798871 82 M Clinic… B_ENTRC_FCLS NA NA NA NA </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> 2002-06-23 798871 82 M Clinic… B_ENTRC_FCLS NA NA NA NA </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> 2003-04-20 6BC362 62 M ICU B_ENTRC NA NA NA NA </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> 2003-04-21 6BC362 62 M ICU B_ENTRC NA NA NA NA </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> 2003-08-13 F35553 52 M ICU B_ENTRBC_CLOC R NA NA R </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 2003-08-13 F35553 52 M ICU B_ENTRC_FCLS NA NA NA NA </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 2003-09-05 F35553 52 M ICU B_ENTRC NA NA NA NA </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> 2003-09-05 F35553 52 M ICU B_ENTRBC_CLOC R NA NA R </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 96 more rows, and 36 more variables: AMC &lt;sir&gt;, AMP &lt;sir&gt;, TZP &lt;sir&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># CZO &lt;sir&gt;, FEP &lt;sir&gt;, CXM &lt;sir&gt;, FOX &lt;sir&gt;, CTX &lt;sir&gt;, CAZ &lt;sir&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># CRO &lt;sir&gt;, GEN &lt;sir&gt;, TOB &lt;sir&gt;, AMK &lt;sir&gt;, KAN &lt;sir&gt;, TMP &lt;sir&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># SXT &lt;sir&gt;, NIT &lt;sir&gt;, FOS &lt;sir&gt;, LNZ &lt;sir&gt;, CIP &lt;sir&gt;, MFX &lt;sir&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># VAN &lt;sir&gt;, TEC &lt;sir&gt;, TCY &lt;sir&gt;, TGC &lt;sir&gt;, DOX &lt;sir&gt;, ERY &lt;sir&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># CLI &lt;sir&gt;, AZM &lt;sir&gt;, IPM &lt;sir&gt;, MEM &lt;sir&gt;, MTR &lt;sir&gt;, CHL &lt;sir&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># COL &lt;sir&gt;, MUP &lt;sir&gt;, RIF &lt;sir&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 0 × 46</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 46 variables: date &lt;date&gt;, patient &lt;chr&gt;, age &lt;dbl&gt;, gender &lt;chr&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># ward &lt;chr&gt;, mo &lt;mo&gt;, PEN &lt;sir&gt;, OXA &lt;sir&gt;, FLC &lt;sir&gt;, AMX &lt;sir&gt;, AMC &lt;sir&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># AMP &lt;sir&gt;, TZP &lt;sir&gt;, CZO &lt;sir&gt;, FEP &lt;sir&gt;, CXM &lt;sir&gt;, FOX &lt;sir&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># CTX &lt;sir&gt;, CAZ &lt;sir&gt;, CRO &lt;sir&gt;, GEN &lt;sir&gt;, TOB &lt;sir&gt;, AMK &lt;sir&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># KAN &lt;sir&gt;, TMP &lt;sir&gt;, SXT &lt;sir&gt;, NIT &lt;sir&gt;, FOS &lt;sir&gt;, LNZ &lt;sir&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># CIP &lt;sir&gt;, MFX &lt;sir&gt;, VAN &lt;sir&gt;, TEC &lt;sir&gt;, TCY &lt;sir&gt;, TGC &lt;sir&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># DOX &lt;sir&gt;, ERY &lt;sir&gt;, CLI &lt;sir&gt;, AZM &lt;sir&gt;, IPM &lt;sir&gt;, MEM &lt;sir&gt;, …</span></span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://dplyr.tidyverse.org" class="external-link">"dplyr"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
<span class="r-in"><span> <span class="va">example_isolates</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span></span></span>
<span class="r-in"><span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/filter.html" class="external-link">filter</a></span><span class="op">(</span><span class="fu"><a href="mo_property.html">mo_name</a></span><span class="op">(</span><span class="op">)</span> <span class="op">%like%</span> <span class="st">"^ent"</span><span class="op">)</span></span></span>
<span class="r-in"><span><span class="op">}</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> ℹ Using column 'mo' as input for mo_name()</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 106 × 46</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> date patient age gender ward mo PEN OXA FLC AMX </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;date&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;mo&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> 2002-02-21 4FC193 69 M Clinic… B_ENTRC_FACM NA NA NA NA </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 2002-04-08 130252 78 M ICU B_ENTRC_FCLS NA NA NA NA </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> 2002-06-23 798871 82 M Clinic… B_ENTRC_FCLS NA NA NA NA </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> 2002-06-23 798871 82 M Clinic… B_ENTRC_FCLS NA NA NA NA </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> 2003-04-20 6BC362 62 M ICU B_ENTRC NA NA NA NA </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> 2003-04-21 6BC362 62 M ICU B_ENTRC NA NA NA NA </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> 2003-08-13 F35553 52 M ICU B_ENTRBC_CLOC R NA NA R </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 2003-08-13 F35553 52 M ICU B_ENTRC_FCLS NA NA NA NA </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 2003-09-05 F35553 52 M ICU B_ENTRC NA NA NA NA </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> 2003-09-05 F35553 52 M ICU B_ENTRBC_CLOC R NA NA R </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 96 more rows, and 36 more variables: AMC &lt;sir&gt;, AMP &lt;sir&gt;, TZP &lt;sir&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># CZO &lt;sir&gt;, FEP &lt;sir&gt;, CXM &lt;sir&gt;, FOX &lt;sir&gt;, CTX &lt;sir&gt;, CAZ &lt;sir&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># CRO &lt;sir&gt;, GEN &lt;sir&gt;, TOB &lt;sir&gt;, AMK &lt;sir&gt;, KAN &lt;sir&gt;, TMP &lt;sir&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># SXT &lt;sir&gt;, NIT &lt;sir&gt;, FOS &lt;sir&gt;, LNZ &lt;sir&gt;, CIP &lt;sir&gt;, MFX &lt;sir&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># VAN &lt;sir&gt;, TEC &lt;sir&gt;, TCY &lt;sir&gt;, TGC &lt;sir&gt;, DOX &lt;sir&gt;, ERY &lt;sir&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># CLI &lt;sir&gt;, AZM &lt;sir&gt;, IPM &lt;sir&gt;, MEM &lt;sir&gt;, MTR &lt;sir&gt;, CHL &lt;sir&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># COL &lt;sir&gt;, MUP &lt;sir&gt;, RIF &lt;sir&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 0 × 46</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 46 variables: date &lt;date&gt;, patient &lt;chr&gt;, age &lt;dbl&gt;, gender &lt;chr&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># ward &lt;chr&gt;, mo &lt;mo&gt;, PEN &lt;sir&gt;, OXA &lt;sir&gt;, FLC &lt;sir&gt;, AMX &lt;sir&gt;, AMC &lt;sir&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># AMP &lt;sir&gt;, TZP &lt;sir&gt;, CZO &lt;sir&gt;, FEP &lt;sir&gt;, CXM &lt;sir&gt;, FOX &lt;sir&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># CTX &lt;sir&gt;, CAZ &lt;sir&gt;, CRO &lt;sir&gt;, GEN &lt;sir&gt;, TOB &lt;sir&gt;, AMK &lt;sir&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># KAN &lt;sir&gt;, TMP &lt;sir&gt;, SXT &lt;sir&gt;, NIT &lt;sir&gt;, FOS &lt;sir&gt;, LNZ &lt;sir&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># CIP &lt;sir&gt;, MFX &lt;sir&gt;, VAN &lt;sir&gt;, TEC &lt;sir&gt;, TCY &lt;sir&gt;, TGC &lt;sir&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># DOX &lt;sir&gt;, ERY &lt;sir&gt;, CLI &lt;sir&gt;, AZM &lt;sir&gt;, IPM &lt;sir&gt;, MEM &lt;sir&gt;, …</span></span>
<span class="r-in"><span><span class="co"># }</span></span></span>
</code></pre></div>
</div>

2
reference/mdro.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="">1.8.2.9148</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9150</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

70
reference/mean_amr_distance.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="">1.8.2.9148</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9150</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">
@ -201,31 +201,31 @@
<div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">sir</span> <span class="op">&lt;-</span> <span class="fu"><a href="random.html">random_sir</a></span><span class="op">(</span><span class="fl">10</span><span class="op">)</span></span></span>
<span class="r-in"><span><span class="va">sir</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class 'sir'</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] R I I I I S R S I R</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] S I S R I I S I R I</span>
<span class="r-in"><span><span class="fu">mean_amr_distance</span><span class="op">(</span><span class="va">sir</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 1.449138 -0.621059 -0.621059 -0.621059 -0.621059 -0.621059 1.449138</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [8] -0.621059 -0.621059 1.449138</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] -0.4743416 -0.4743416 -0.4743416 1.8973666 -0.4743416 -0.4743416</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [7] -0.4743416 -0.4743416 1.8973666 -0.4743416</span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="va">mic</span> <span class="op">&lt;-</span> <span class="fu"><a href="random.html">random_mic</a></span><span class="op">(</span><span class="fl">10</span><span class="op">)</span></span></span>
<span class="r-in"><span><span class="va">mic</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class 'mic'</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.25 1 8 &lt;=0.005 &lt;=0.005 2 0.01 &gt;=256 16 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [10] 8 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.0625 &lt;=0.001 0.0625 128 0.0625 64 256 8 0.0625 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [10] 0.002 </span>
<span class="r-in"><span><span class="fu">mean_amr_distance</span><span class="op">(</span><span class="va">mic</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] -0.27951091 0.09147782 0.64796092 -1.32641444 -1.32641444 0.27697218</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [7] -1.14092007 1.57543274 0.83345528 0.64796092</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] -0.4417215 -1.3482772 -0.4417215 1.2298295 -0.4417215 1.0778703</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [7] 1.3817887 0.6219928 -0.4417215 -1.1963180</span>
<span class="r-in"><span><span class="co"># equal to the Z-score of their log2:</span></span></span>
<span class="r-in"><span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/Log.html" class="external-link">log2</a></span><span class="op">(</span><span class="va">mic</span><span class="op">)</span> <span class="op">-</span> <span class="fu"><a href="https://rdrr.io/r/base/mean.html" class="external-link">mean</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/Log.html" class="external-link">log2</a></span><span class="op">(</span><span class="va">mic</span><span class="op">)</span><span class="op">)</span><span class="op">)</span> <span class="op">/</span> <span class="fu"><a href="https://rdrr.io/r/stats/sd.html" class="external-link">sd</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/Log.html" class="external-link">log2</a></span><span class="op">(</span><span class="va">mic</span><span class="op">)</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] -0.27951091 0.09147782 0.64796092 -1.32641444 -1.32641444 0.27697218</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [7] -1.14092007 1.57543274 0.83345528 0.64796092</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] -0.4417215 -1.3482772 -0.4417215 1.2298295 -0.4417215 1.0778703</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [7] 1.3817887 0.6219928 -0.4417215 -1.1963180</span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="va">disk</span> <span class="op">&lt;-</span> <span class="fu"><a href="random.html">random_disk</a></span><span class="op">(</span><span class="fl">10</span><span class="op">)</span></span></span>
<span class="r-in"><span><span class="va">disk</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class 'disk'</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 42 21 38 40 46 49 41 15 29 48</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 8 43 46 31 33 33 37 43 45 27</span>
<span class="r-in"><span><span class="fu">mean_amr_distance</span><span class="op">(</span><span class="va">disk</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.44150742 -1.37646431 0.09522709 0.26836726 0.78778775 1.04749800</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [7] 0.35493734 -1.89588481 -0.68390365 0.96092792</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] -2.3345712 0.7372330 1.0005305 -0.3159570 -0.1404253 -0.1404253</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [7] 0.2106380 0.7372330 0.9127647 -0.6670203</span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="va">y</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span></span></span>
<span class="r-in"><span> id <span class="op">=</span> <span class="va">LETTERS</span><span class="op">[</span><span class="fl">1</span><span class="op">:</span><span class="fl">10</span><span class="op">]</span>,</span></span>
@ -236,21 +236,21 @@
<span class="r-in"><span><span class="op">)</span></span></span>
<span class="r-in"><span><span class="va">y</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> id amox cipr gent tobr</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 1 A R 17 0.5 0.5</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 2 B I 22 4 &gt;=8</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 3 C R 31 1 2</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 4 D R 23 1 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 5 E R 29 1 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 6 F I 21 1 &gt;=8</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 7 G R 19 0.5 0.5</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 8 H S 20 0.5 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 9 I R 22 2 &lt;=0.25</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 10 J S 19 2 0.5</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 1 A R 29 &gt;=8 &lt;=0.25</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 2 B S 31 1 4</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 3 C S 27 &gt;=8 2</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 4 D R 25 2 &lt;=0.25</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 5 E R 27 0.5 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 6 F I 22 0.5 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 7 G R 22 0.5 16</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 8 H I 23 4 8</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 9 I S 27 0.5 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 10 J R 20 4 4</span>
<span class="r-in"><span><span class="fu">mean_amr_distance</span><span class="op">(</span><span class="va">y</span><span class="op">)</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> ℹ Calculating mean AMR distance based on columns "amox", "cipr", "gent",</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> and "tobr"</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] -0.55862477 0.58537655 0.77602663 0.17820212 0.51539668 0.02637631</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [7] -0.44622659 -0.72591865 0.07694007 -0.42754836</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.487327335 0.218326088 0.247132119 -0.092191622 0.008553263</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [6] -0.823174446 0.153968346 0.065818788 -0.465788386 0.200028515</span>
<span class="r-in"><span><span class="va">y</span><span class="op">$</span><span class="va">amr_distance</span> <span class="op">&lt;-</span> <span class="fu">mean_amr_distance</span><span class="op">(</span><span class="va">y</span>, <span class="fu"><a href="https://tidyselect.r-lib.org/reference/where.html" class="external-link">where</a></span><span class="op">(</span><span class="va">is.mic</span><span class="op">)</span><span class="op">)</span></span></span>
<span class="r-err co"><span class="r-pr">#&gt;</span> <span class="error">Error in .subset(x, j):</span> invalid subscript type 'list'</span>
<span class="r-in"><span><span class="va">y</span><span class="op">[</span><span class="fu"><a href="https://rdrr.io/r/base/order.html" class="external-link">order</a></span><span class="op">(</span><span class="va">y</span><span class="op">$</span><span class="va">amr_distance</span><span class="op">)</span>, <span class="op">]</span></span></span>
@ -267,16 +267,16 @@
<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> and "tobr"</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> id amox cipr gent tobr amr_distance check_id_C</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 1 C R 31 1 2 0.77602663 0.0000000</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 2 B I 22 4 &gt;=8 0.58537655 0.1906501</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 3 E R 29 1 1 0.51539668 0.2606300</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 4 D R 23 1 1 0.17820212 0.5978245</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 5 I R 22 2 &lt;=0.25 0.07694007 0.6990866</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 6 F I 21 1 &gt;=8 0.02637631 0.7496503</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 7 J S 19 2 0.5 -0.42754836 1.2035750</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 8 G R 19 0.5 0.5 -0.44622659 1.2222532</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 9 A R 17 0.5 0.5 -0.55862477 1.3346514</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 10 H S 20 0.5 1 -0.72591865 1.5019453</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 1 C S 27 &gt;=8 2 0.247132119 0.00000000</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 2 B S 31 1 4 0.218326088 0.02880603</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 3 J R 20 4 4 0.200028515 0.04710360</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 4 G R 22 0.5 16 0.153968346 0.09316377</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 5 H I 23 4 8 0.065818788 0.18131333</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 6 E R 27 0.5 1 0.008553263 0.23857886</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 7 A R 29 &gt;=8 &lt;=0.25 0.487327335 0.24019522</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 8 D R 25 2 &lt;=0.25 -0.092191622 0.33932374</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 9 I S 27 0.5 1 -0.465788386 0.71292051</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 10 F I 22 0.5 1 -0.823174446 1.07030656</span>
<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://dplyr.tidyverse.org" class="external-link">"dplyr"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
<span class="r-in"><span> <span class="co"># support for groups</span></span></span>
<span class="r-in"><span> <span class="va">example_isolates</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span></span></span>

2
reference/microorganisms.codes.html
View File

@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9148</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9150</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

2
reference/microorganisms.html
View File

@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9148</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9150</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

2
reference/mo_matching_score.html
View File

@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9148</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9150</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

2
reference/mo_property.html
View File

@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9148</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9150</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

2
reference/mo_source.html
View File

@ -12,7 +12,7 @@ This is the fastest way to have your organisation (or analysis) specific codes p
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9148</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9150</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

2
reference/pca.html
View File

@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9148</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9150</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

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2
reference/plot.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="">1.8.2.9148</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9150</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">

26
reference/proportion.html
View File

@ -12,7 +12,7 @@ resistance() should be used to calculate resistance, susceptibility() should be
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9148</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9150</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -162,7 +162,8 @@ resistance() should be used to calculate resistance, susceptibility() should be
<span> as_percent <span class="op">=</span> <span class="cn">FALSE</span>,</span>
<span> only_all_tested <span class="op">=</span> <span class="cn">FALSE</span>,</span>
<span> confidence_level <span class="op">=</span> <span class="fl">0.95</span>,</span>
<span> side <span class="op">=</span> <span class="st">"both"</span></span>
<span> side <span class="op">=</span> <span class="st">"both"</span>,</span>
<span> collapse <span class="op">=</span> <span class="cn">FALSE</span></span>
<span><span class="op">)</span></span>
<span></span>
<span><span class="fu">proportion_R</span><span class="op">(</span><span class="va">...</span>, minimum <span class="op">=</span> <span class="fl">30</span>, as_percent <span class="op">=</span> <span class="cn">FALSE</span>, only_all_tested <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span>
@ -230,6 +231,10 @@ resistance() should be used to calculate resistance, susceptibility() should be
<dd><p>the side of the confidence interval to return. The default is <code>"both"</code> for a length 2 vector, but can also be (abbreviated as) <code>"min"</code>/<code>"left"</code>/<code>"lower"</code>/<code>"less"</code> or <code>"max"</code>/<code>"right"</code>/<code>"higher"</code>/<code>"greater"</code>.</p></dd>
<dt>collapse</dt>
<dd><p>a <a href="https://rdrr.io/r/base/logical.html" class="external-link">logical</a> to indicate whether the output values should be 'collapsed', i.e. be merged together into one value, or a character value to use for collapsing</p></dd>
<dt>data</dt>
<dd><p>a <a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a> containing columns with class <code><a href="as.sir.html">sir</a></code> (see <code><a href="as.sir.html">as.sir()</a></code>)</p></dd>
@ -339,11 +344,16 @@ A microorganism is categorised as "Resistant" when there is a high likelihood of
<span class="r-in"><span><span class="fu">resistance</span><span class="op">(</span><span class="va">example_isolates</span><span class="op">$</span><span class="va">AMX</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.5955556</span>
<span class="r-in"><span><span class="fu">sir_confidence_interval</span><span class="op">(</span><span class="va">example_isolates</span><span class="op">$</span><span class="va">AMX</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.5688204 0.6218738</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.569 0.622</span>
<span class="r-in"><span><span class="fu">sir_confidence_interval</span><span class="op">(</span><span class="va">example_isolates</span><span class="op">$</span><span class="va">AMX</span>,</span></span>
<span class="r-in"><span> confidence_level <span class="op">=</span> <span class="fl">0.975</span></span></span>
<span class="r-in"><span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.5650148 0.6255670</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.565 0.626</span>
<span class="r-in"><span><span class="fu">sir_confidence_interval</span><span class="op">(</span><span class="va">example_isolates</span><span class="op">$</span><span class="va">AMX</span>,</span></span>
<span class="r-in"><span> confidence_level <span class="op">=</span> <span class="fl">0.975</span>,</span></span>
<span class="r-in"><span> collapse <span class="op">=</span> <span class="st">", "</span></span></span>
<span class="r-in"><span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] "0.565, 0.626"</span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="co"># determines %S+I:</span></span></span>
<span class="r-in"><span><span class="fu">susceptibility</span><span class="op">(</span><span class="va">example_isolates</span><span class="op">$</span><span class="va">AMX</span><span class="op">)</span></span></span>
@ -351,7 +361,7 @@ A microorganism is categorised as "Resistant" when there is a high likelihood of
<span class="r-in"><span><span class="fu">sir_confidence_interval</span><span class="op">(</span><span class="va">example_isolates</span><span class="op">$</span><span class="va">AMX</span>,</span></span>
<span class="r-in"><span> ab_result <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"S"</span>, <span class="st">"I"</span><span class="op">)</span></span></span>
<span class="r-in"><span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.3781262 0.4311796</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.378 0.431</span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="co"># be more specific</span></span></span>
<span class="r-in"><span><span class="fu">proportion_S</span><span class="op">(</span><span class="va">example_isolates</span><span class="op">$</span><span class="va">AMX</span><span class="op">)</span></span></span>
@ -393,9 +403,9 @@ A microorganism is categorised as "Resistant" when there is a high likelihood of
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 3 × 4</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> ward cipro_R ci_min ci_max</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;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> Clinical 0.147 0.124 0.173</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> ICU 0.190 0.155 0.230</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">3</span> Outpatient 0.161 0.093<span style="text-decoration: underline;">2</span> 0.252</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> Clinical 0.147 0.124 0.173</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> ICU 0.190 0.155 0.23 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">3</span> Outpatient 0.161 0.093 0.252</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"># scoped dplyr verbs with antibiotic selectors</span></span></span>
<span class="r-in"><span> <span class="co"># (you could also use across() of course)</span></span></span>

34
reference/random.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="">1.8.2.9148</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9150</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">
@ -193,42 +193,42 @@
<h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
<div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu">random_mic</span><span class="op">(</span><span class="fl">25</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class 'mic'</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 32 2 1 2 32 0.005 8 64 128 128 256 16 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [13] 0.005 0.01 16 0.5 4 0.001 2 64 0.001 0.002 16 0.01 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [25] 128 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 16 0.001 0.001 0.5 0.002 0.001 2 0.5 64 2 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [11] 0.0625 0.25 128 0.025 128 128 8 0.001 32 64 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [21] 64 16 0.01 0.125 64 </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] 48 19 44 26 24 40 49 9 50 47 12 47 34 17 37 13 47 21 36 20 29 6 30 49 43</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 41 30 7 30 50 25 9 50 38 41 12 20 13 16 40 25 25 23 32 46 47 37 20 13 44</span>
<span class="r-in"><span><span class="fu">random_sir</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 'sir'</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] S I S S S I I S S R I I R R S I I S I S S R I R I</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] S S R R S S I S I R I S R S I R R S R S R S R I S</span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="co"># \donttest{</span></span></span>
<span class="r-in"><span><span class="co"># make the random generation more realistic by setting a bug and/or drug:</span></span></span>
<span class="r-in"><span><span class="fu">random_mic</span><span class="op">(</span><span class="fl">25</span>, <span class="st">"Klebsiella pneumoniae"</span><span class="op">)</span> <span class="co"># range 0.0625-64</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class 'mic'</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 32 64 8 0.5 0.25 8 0.0625 32 16 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [10] 0.0625 &lt;=0.001 0.25 2 0.005 0.125 0.01 0.025 0.025 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [19] 0.5 32 0.025 16 32 &gt;=128 2 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.25 128 2 0.001 0.01 0.5 32 8 64 1 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [11] 64 1 0.5 0.0625 1 0.025 0.5 0.002 2 0.5 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [21] 4 0.025 0.5 0.125 32 </span>
<span class="r-in"><span><span class="fu">random_mic</span><span class="op">(</span><span class="fl">25</span>, <span class="st">"Klebsiella pneumoniae"</span>, <span class="st">"meropenem"</span><span class="op">)</span> <span class="co"># range 0.0625-16</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class 'mic'</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 8 0.5 2 16 1 8 1 0.25 0.5 2 8 8 1 4 8 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [16] 1 2 16 16 2 16 2 0.5 4 8 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 16 2 16 8 2 4 32 16 2 &lt;=1 16 8 8 &lt;=1 8 &lt;=1 &lt;=1 2 8 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [20] 32 8 2 32 32 32 </span>
<span class="r-in"><span><span class="fu">random_mic</span><span class="op">(</span><span class="fl">25</span>, <span class="st">"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] 0.5 &gt;=8 1 0.25 1 2 &gt;=8 0.125 0.25 0.125 0.25 1 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [13] 0.125 0.25 0.25 0.25 &gt;=8 0.125 0.5 0.25 0.125 0.25 1 0.5 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [25] 0.125</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 2 2 &gt;=8 0.0625 4 1 4 0.25 0.125 4 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [11] &gt;=8 0.125 0.25 0.125 0.5 0.5 4 1 0.5 0.5 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [21] 0.0625 1 4 4 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] 41 35 31 49 20 49 19 45 43 17 45 47 40 28 19 48 11 40 13 28 48 39 20 17 23</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 46 49 42 41 41 17 46 32 45 13 47 43 47 34 43 20 28 40 15 46 26 14 45 41 23</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] 11 11 15 15 14 17 12 16 17 14 12 11 11 16 13 14 14 12 17 14 14 11 12 14 13</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 12 16 14 17 14 17 12 14 17 12 11 16 16 11 12 14 15 11 17 17 13 13 13 16 13</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] 21 23 27 25 16 16 20 20 23 23 18 19 15 23 15 24 22 25 21 17 25 15 16 18 22</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 22 25 16 23 20 25 24 17 23 18 26 16 21 16 25 17 23 23 20 20 27 20 18 24 15</span>
<span class="r-in"><span><span class="co"># }</span></span></span>
</code></pre></div>
</div>

2
reference/resistance_predict.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="">1.8.2.9148</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9150</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">

4
reference/skewness.html
View File

@ -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="">1.8.2.9148</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9150</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">
@ -181,7 +181,7 @@ 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] -0.0009699827</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] -0.0006463751</span>
</code></pre></div>
</div>
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2
reference/translate.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="">1.8.2.9148</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9150</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
search.json
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