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@@ -31,7 +31,7 @@
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<a class="navbar-brand me-2" href="https://amr-for-r.org/index.html">AMR (for R)</a>
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<a class="navbar-brand me-2" href="https://amr-for-r.org/index.html">AMR (for R)</a>
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<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9018</small>
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<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9019</small>
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<a class="navbar-brand me-2" href="index.html">AMR (for R)</a>
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<a class="navbar-brand me-2" href="index.html">AMR (for R)</a>
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<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9018</small>
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<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9019</small>
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<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9018</small>
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<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9019</small>
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<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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website update since they are based on randomly created values and the
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website update since they are based on randomly created values and the
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page was written in <a href="https://rmarkdown.rstudio.com/" class="external-link">R
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page was written in <a href="https://rmarkdown.rstudio.com/" class="external-link">R
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Markdown</a>. However, the methodology remains unchanged. This page was
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Markdown</a>. However, the methodology remains unchanged. This page was
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generated on 16 January 2026.</p>
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generated on 08 February 2026.</p>
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<div class="section level2">
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<div class="section level2">
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<h2 id="introduction">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
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<h2 id="introduction">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
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</h2>
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</h2>
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@@ -147,21 +147,21 @@ make the structure of your data generally look like this:</p>
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</tr></thead>
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</tr></thead>
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<tbody>
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<tbody>
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<tr class="odd">
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<tr class="odd">
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<td align="center">2026-01-16</td>
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<td align="center">2026-02-08</td>
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<td align="center">abcd</td>
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<td align="center">abcd</td>
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<td align="center">Escherichia coli</td>
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<td align="center">Escherichia coli</td>
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<td align="center">S</td>
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<td align="center">S</td>
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<td align="center">S</td>
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<td align="center">S</td>
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</tr>
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</tr>
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<tr class="even">
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<tr class="even">
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<td align="center">2026-01-16</td>
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<td align="center">2026-02-08</td>
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<td align="center">abcd</td>
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<td align="center">abcd</td>
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<td align="center">Escherichia coli</td>
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<td align="center">Escherichia coli</td>
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<td align="center">S</td>
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<td align="center">S</td>
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<td align="center">R</td>
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<td align="center">R</td>
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</tr>
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</tr>
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<tr class="odd">
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<tr class="odd">
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<td align="center">2026-01-16</td>
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<td align="center">2026-02-08</td>
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<td align="center">efgh</td>
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<td align="center">efgh</td>
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<td align="center">Escherichia coli</td>
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<td align="center">Escherichia coli</td>
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<td align="center">R</td>
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<td align="center">R</td>
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**Note:** values on this page will change with every website update
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**Note:** values on this page will change with every website update
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since they are based on randomly created values and the page was written
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since they are based on randomly created values and the page was written
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in [R Markdown](https://rmarkdown.rstudio.com/). However, the
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in [R Markdown](https://rmarkdown.rstudio.com/). However, the
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methodology remains unchanged. This page was generated on 16 January
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methodology remains unchanged. This page was generated on 08 February
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2026.
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2026.
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## Introduction
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## Introduction
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@@ -52,9 +52,9 @@ structure of your data generally look like this:
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| date | patient_id | mo | AMX | CIP |
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| date | patient_id | mo | AMX | CIP |
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|:----------:|:----------:|:----------------:|:---:|:---:|
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|:----------:|:----------:|:----------------:|:---:|:---:|
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| 2026-01-16 | abcd | Escherichia coli | S | S |
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| 2026-02-08 | abcd | Escherichia coli | S | S |
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| 2026-01-16 | abcd | Escherichia coli | S | R |
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| 2026-02-08 | abcd | Escherichia coli | S | R |
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| 2026-01-16 | efgh | Escherichia coli | R | S |
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| 2026-02-08 | efgh | Escherichia coli | R | S |
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### Needed R packages
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### Needed R packages
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<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
|
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
|
||||||
|
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||||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9018</small>
|
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9019</small>
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||||||
|
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<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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@@ -30,7 +30,7 @@
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<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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||||||
|
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||||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9018</small>
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<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9019</small>
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<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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@@ -30,7 +30,7 @@
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<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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||||||
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||||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9018</small>
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<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9019</small>
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<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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@@ -118,7 +118,7 @@ resistant to ampicillin.</p>
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<em>Klebsiella</em> being susceptible to ampicillin. This could be
|
<em>Klebsiella</em> being susceptible to ampicillin. This could be
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because an antibiogram is available before an identification is
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because an antibiogram is available before an identification is
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available, and the antibiogram is then not re-interpreted based on the
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available, and the antibiogram is then not re-interpreted based on the
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identification. The <code><a href="../reference/eucast_rules.html">eucast_rules()</a></code> function resolves this,
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identification. The <code><a href="../reference/interpretive_rules.html">eucast_rules()</a></code> function resolves this,
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by applying the latest ‘EUCAST Expected Resistant Phenotypes’
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by applying the latest ‘EUCAST Expected Resistant Phenotypes’
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guideline:</p>
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guideline:</p>
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<div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
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<div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
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@@ -136,7 +136,7 @@ guideline:</p>
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<span><span class="co">#> <span style="color: #BCBCBC;">1</span> Klebsiella pneumoniae <span style="color: #080808; background-color: #5FD7AF;"> S </span> </span></span>
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<span><span class="co">#> <span style="color: #BCBCBC;">1</span> Klebsiella pneumoniae <span style="color: #080808; background-color: #5FD7AF;"> S </span> </span></span>
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<span><span class="co">#> <span style="color: #BCBCBC;">2</span> Escherichia coli <span style="color: #080808; background-color: #5FD7AF;"> S </span></span></span>
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<span><span class="co">#> <span style="color: #BCBCBC;">2</span> Escherichia coli <span style="color: #080808; background-color: #5FD7AF;"> S </span></span></span>
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<span></span>
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<span></span>
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<span><span class="fu"><a href="../reference/eucast_rules.html">eucast_rules</a></span><span class="op">(</span><span class="va">oops</span>, info <span class="op">=</span> <span class="cn">FALSE</span>, overwrite <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span>
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<span><span class="fu"><a href="../reference/interpretive_rules.html">eucast_rules</a></span><span class="op">(</span><span class="va">oops</span>, info <span class="op">=</span> <span class="cn">FALSE</span>, overwrite <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span>
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<span><span class="co">#> <span style="color: #949494;"># A tibble: 2 × 2</span></span></span>
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<span><span class="co">#> <span style="color: #949494;"># A tibble: 2 × 2</span></span></span>
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<span><span class="co">#> mo ampicillin</span></span>
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<span><span class="co">#> mo ampicillin</span></span>
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<span><span class="co">#> <span style="color: #949494; font-style: italic;"><chr></span> <span style="color: #949494; font-style: italic;"><sir></span> </span></span>
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<span><span class="co">#> <span style="color: #949494; font-style: italic;"><chr></span> <span style="color: #949494; font-style: italic;"><sir></span> </span></span>
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</tbody>
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</tbody>
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</table>
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</table>
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<div class="sourceCode" id="cb5"><pre class="downlit sourceCode r">
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<div class="sourceCode" id="cb5"><pre class="downlit sourceCode r">
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<code class="sourceCode R"><span><span class="fu"><a href="../reference/eucast_rules.html">eucast_rules</a></span><span class="op">(</span><span class="va">data</span>, overwrite <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></code></pre></div>
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<code class="sourceCode R"><span><span class="fu"><a href="../reference/interpretive_rules.html">eucast_rules</a></span><span class="op">(</span><span class="va">data</span>, overwrite <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></code></pre></div>
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<table class="table">
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<table class="table">
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<thead><tr class="header">
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<thead><tr class="header">
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<th align="left">mo</th>
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<th align="left">mo</th>
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*Klebsiella* being susceptible to ampicillin. This could be because an
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*Klebsiella* being susceptible to ampicillin. This could be because an
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antibiogram is available before an identification is available, and the
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antibiogram is available before an identification is available, and the
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antibiogram is then not re-interpreted based on the identification. The
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antibiogram is then not re-interpreted based on the identification. The
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[`eucast_rules()`](https://amr-for-r.org/reference/eucast_rules.md)
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[`eucast_rules()`](https://amr-for-r.org/reference/interpretive_rules.md)
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function resolves this, by applying the latest ‘EUCAST Expected
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function resolves this, by applying the latest ‘EUCAST Expected
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Resistant Phenotypes’ guideline:
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Resistant Phenotypes’ guideline:
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<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9018</small>
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<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9019</small>
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<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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@@ -30,7 +30,7 @@
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<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9018</small>
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<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9019</small>
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<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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<p><strong>Frequency table</strong></p>
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<p><strong>Frequency table</strong></p>
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<p>Class: factor > ordered > sir (numeric)<br>
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<p>Class: factor > ordered > sir (numeric)<br>
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Length: 500<br>
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Length: 500<br>
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Levels: 5: S < SDD < I < R < NI<br>
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Levels: 8: S < SDD < I < R < NI < WT < NWT <
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NS<br>
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Available: 481 (96.2%, NA: 19 = 3.8%)<br>
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Available: 481 (96.2%, NA: 19 = 3.8%)<br>
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Unique: 3</p>
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Unique: 3</p>
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<p>Drug: Amoxicillin/clavulanic acid (AMC, J01CR02/QJ01CR02)<br>
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<p>Drug: Amoxicillin/clavulanic acid (AMC, J01CR02/QJ01CR02)<br>
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Class: factor \> ordered \> sir (numeric)
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Class: factor \> ordered \> sir (numeric)
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Length: 500
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Length: 500
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Levels: 5: S \< SDD \< I \< R \< NI
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Levels: 8: S \< SDD \< I \< R \< NI \< WT \< NWT \< NS
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Available: 481 (96.2%, NA: 19 = 3.8%)
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Available: 481 (96.2%, NA: 19 = 3.8%)
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Unique: 3
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Unique: 3
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<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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||||||
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||||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9018</small>
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<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9019</small>
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<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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@@ -30,7 +30,7 @@
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<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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||||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9018</small>
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<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9019</small>
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||||||
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||||||
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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@@ -80,7 +80,7 @@
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<main id="main" class="col-md-9"><div class="page-header">
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<main id="main" class="col-md-9"><div class="page-header">
|
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<img src="../logo.svg" class="logo" alt=""><h1>Download data sets for download / own use</h1>
|
<img src="../logo.svg" class="logo" alt=""><h1>Download data sets for download / own use</h1>
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||||||
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||||||
<h4 data-toc-skip class="date">16 January 2026</h4>
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<h4 data-toc-skip class="date">08 February 2026</h4>
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<small class="dont-index">Source: <a href="https://github.com/msberends/AMR/blob/main/vignettes/datasets.Rmd" class="external-link"><code>vignettes/datasets.Rmd</code></a></small>
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<small class="dont-index">Source: <a href="https://github.com/msberends/AMR/blob/main/vignettes/datasets.Rmd" class="external-link"><code>vignettes/datasets.Rmd</code></a></small>
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<div class="d-none name"><code>datasets.Rmd</code></div>
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<div class="d-none name"><code>datasets.Rmd</code></div>
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<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9018</small>
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<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9019</small>
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<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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<a class="navbar-brand me-2" href="index.html">AMR (for R)</a>
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<a class="navbar-brand me-2" href="index.html">AMR (for R)</a>
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<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9018</small>
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<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9019</small>
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<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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* Bootstrap v5.3.1 (https://getbootstrap.com/)
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* Bootstrap v5.3.1 (https://getbootstrap.com/)
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* Copyright 2011-2023 The Bootstrap Authors
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* Copyright 2011-2023 The Bootstrap Authors
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* Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)
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* Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)
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