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@@ -31,7 +31,7 @@
<a class="navbar-brand me-2" href="https://amr-for-r.org/index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9030</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="">3.0.1.9030</small>
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articles/AMR.html
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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="">3.0.1.9030</small>
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@@ -91,7 +91,7 @@
website update since they are based on randomly created values and the
page was written in <a href="https://rmarkdown.rstudio.com/" class="external-link">R
Markdown</a>. However, the methodology remains unchanged. This page was
generated on 07 March 2026.</p>
generated on 08 March 2026.</p>
<div class="section level2">
<h2 id="introduction">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
</h2>
@@ -147,21 +147,21 @@ make the structure of your data generally look like this:</p>
</tr></thead>
<tbody>
<tr class="odd">
<td align="center">2026-03-07</td>
<td align="center">2026-03-08</td>
<td align="center">abcd</td>
<td align="center">Escherichia coli</td>
<td align="center">S</td>
<td align="center">S</td>
</tr>
<tr class="even">
<td align="center">2026-03-07</td>
<td align="center">2026-03-08</td>
<td align="center">abcd</td>
<td align="center">Escherichia coli</td>
<td align="center">S</td>
<td align="center">R</td>
</tr>
<tr class="odd">
<td align="center">2026-03-07</td>
<td align="center">2026-03-08</td>
<td align="center">efgh</td>
<td align="center">Escherichia coli</td>
<td align="center">R</td>

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articles/AMR.md
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**Note:** values on this page will change with every website update
since they are based on randomly created values and the page was written
in [R Markdown](https://rmarkdown.rstudio.com/). However, the
methodology remains unchanged. This page was generated on 07 March 2026.
methodology remains unchanged. This page was generated on 08 March 2026.
## Introduction
@@ -51,9 +51,9 @@ structure of your data generally look like this:
| date | patient_id | mo | AMX | CIP |
|:----------:|:----------:|:----------------:|:---:|:---:|
| 2026-03-07 | abcd | Escherichia coli | S | S |
| 2026-03-07 | abcd | Escherichia coli | S | R |
| 2026-03-07 | efgh | Escherichia coli | R | S |
| 2026-03-08 | abcd | Escherichia coli | S | S |
| 2026-03-08 | abcd | Escherichia coli | S | R |
| 2026-03-08 | efgh | Escherichia coli | R | S |
### Needed R packages

2
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@@ -30,7 +30,7 @@
<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="">3.0.1.9030</small>
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@@ -30,7 +30,7 @@
<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="">3.0.1.9030</small>
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@@ -80,7 +80,7 @@
<main id="main" class="col-md-9"><div class="page-header">
<img src="../logo.svg" class="logo" alt=""><h1>Download data sets for download / own use</h1>
<h4 data-toc-skip class="date">07 March 2026</h4>
<h4 data-toc-skip class="date">08 March 2026</h4>
<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>
<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>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9030</small>
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@@ -7,7 +7,7 @@
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@@ -33,7 +33,7 @@
<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="">3.0.1.9030</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9031</small>
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news/index.html
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@@ -7,7 +7,7 @@
<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="">3.0.1.9030</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9031</small>
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@@ -49,9 +49,9 @@
</div>
<div class="section level2">
<h2 class="pkg-version" data-toc-text="3.0.1.9030" id="amr-3019030">AMR 3.0.1.9030<a class="anchor" aria-label="anchor" href="#amr-3019030"></a></h2>
<h2 class="pkg-version" data-toc-text="3.0.1.9031" id="amr-3019031">AMR 3.0.1.9031<a class="anchor" aria-label="anchor" href="#amr-3019031"></a></h2>
<div class="section level4">
<h4 id="new-3-0-1-9030">New<a class="anchor" aria-label="anchor" href="#new-3-0-1-9030"></a></h4>
<h4 id="new-3-0-1-9031">New<a class="anchor" aria-label="anchor" href="#new-3-0-1-9031"></a></h4>
<ul><li>Integration with the <strong>tidymodels</strong> framework to allow seamless use of SIR, MIC and disk data in modelling pipelines via <code>recipes</code>
<ul><li>
<code><a href="../reference/amr-tidymodels.html">step_mic_log2()</a></code> to transform <code>&lt;mic&gt;</code> columns with log2, and <code><a href="../reference/amr-tidymodels.html">step_sir_numeric()</a></code> to convert <code>&lt;sir&gt;</code> columns to numeric</li>
@@ -84,10 +84,8 @@
<li>Two new <code>NA</code> objects, <code>NA_ab_</code> and <code>NA_mo_</code>, analogous to base R’s <code>NA_character_</code> and <code>NA_integer_</code>, for use in pipelines that require typed missing values</li>
</ul></div>
<div class="section level4">
<h4 id="fixes-3-0-1-9030">Fixes<a class="anchor" aria-label="anchor" href="#fixes-3-0-1-9030"></a></h4>
<ul><li>
<code><a href="../reference/mdro.html">mdro()</a></code>: when a base beta-lactam drug column is missing but a corresponding drug+inhibitor combination is present in the data and resistant (e.g., piperacillin/tazobactam = R while piperacillin is absent), the base drug is now correctly inferred as resistant. This ensures MDRO classification is not missed due to test-ordering differences in the laboratory. The reverse direction is also valid: susceptibility in a combination does not imply susceptibility in the base drug (the inhibitor may be responsible), so only resistance is propagated. Closes <a href="https://github.com/msberends/AMR/issues/209" class="external-link">#209</a></li>
<li>Fixed a bug in <code><a href="../reference/as.sir.html">as.sir()</a></code> where values that were purely numeric (e.g., <code>"1"</code>) and matched the broad SIR-matching regex would be incorrectly stripped of all content by the Unicode letter filter</li>
<h4 id="fixes-3-0-1-9031">Fixes<a class="anchor" aria-label="anchor" href="#fixes-3-0-1-9031"></a></h4>
<ul><li>Fixed a bug in <code><a href="../reference/as.sir.html">as.sir()</a></code> where values that were purely numeric (e.g., <code>"1"</code>) and matched the broad SIR-matching regex would be incorrectly stripped of all content by the Unicode letter filter</li>
<li>Fixed a bug in <code><a href="../reference/as.mic.html">as.mic()</a></code> where MIC values in scientific notation (e.g., <code>"1e-3"</code>) were incorrectly handled because the letter <code>e</code> was removed along with other Unicode letters; scientific notation <code>e</code> is now preserved</li>
<li>Fixed a bug in <code><a href="../reference/as.ab.html">as.ab()</a></code> where certain AB codes containing “PH” or “TH” (such as <code>ETH</code>, <code>MTH</code>, <code>PHE</code>, <code>PHN</code>, <code>STH</code>, <code>THA</code>, <code>THI1</code>) would incorrectly return <code>NA</code> when combined in a vector with any untranslatable value (<a href="https://github.com/msberends/AMR/issues/245" class="external-link">#245</a>)</li>
<li>Fixed a bug in <code><a href="../reference/antibiogram.html">antibiogram()</a></code> for when no antimicrobials are set</li>
@@ -99,8 +97,10 @@
<li>Fixed SIR and MIC coercion of combined values, e.g. <code>as.sir("&lt;= 0.002; S")</code> or <code>as.mic("S; 0.002")</code> (<a href="https://github.com/msberends/AMR/issues/252" class="external-link">#252</a>)</li>
</ul></div>
<div class="section level4">
<h4 id="updates-3-0-1-9030">Updates<a class="anchor" aria-label="anchor" href="#updates-3-0-1-9030"></a></h4>
<h4 id="updates-3-0-1-9031">Updates<a class="anchor" aria-label="anchor" href="#updates-3-0-1-9031"></a></h4>
<ul><li>
<code><a href="../reference/mdro.html">mdro()</a></code> now infers resistance for a <em>missing</em> base drug column from an <em>available</em> corresponding drug+inhibitor combination showing resistance (e.g., piperacillin is absent but required, while piperacillin/tazobactam available and resistant). Can be set with the new argument <code>infer_from_combinations</code>, which defaults to <code>TRUE</code> (<a href="https://github.com/msberends/AMR/issues/209" class="external-link">#209</a>). Note that this can yield a higher MDRO detection (which is a good thing as it has become more reliable).</li>
<li>
<code><a href="../reference/proportion.html">susceptibility()</a></code> and <code><a href="../reference/proportion.html">resistance()</a></code> gained the argument <code>guideline</code>, which defaults to EUCAST, for interpreting the ‘I’ category correctly.</li>
<li>
<code><a href="../reference/as.mic.html">as.mic()</a></code> and <code><a href="../reference/as.mic.html">rescale_mic()</a></code> gained the argument <code>round_to_next_log2</code>, which can be set to <code>TRUE</code> to round all values up to the nearest next log2 level (<a href="https://github.com/msberends/AMR/issues/255" class="external-link">#255</a>)</li>

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news/index.md
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@@ -1,6 +1,6 @@
# Changelog
## AMR 3.0.1.9030
## AMR 3.0.1.9031
#### New
@@ -45,16 +45,6 @@
#### Fixes
- [`mdro()`](https://amr-for-r.org/reference/mdro.md): when a base
beta-lactam drug column is missing but a corresponding drug+inhibitor
combination is present in the data and resistant (e.g.,
piperacillin/tazobactam = R while piperacillin is absent), the base
drug is now correctly inferred as resistant. This ensures MDRO
classification is not missed due to test-ordering differences in the
laboratory. The reverse direction is also valid: susceptibility in a
combination does not imply susceptibility in the base drug (the
inhibitor may be responsible), so only resistance is propagated.
Closes [\#209](https://github.com/msberends/AMR/issues/209)
- Fixed a bug in [`as.sir()`](https://amr-for-r.org/reference/as.sir.md)
where values that were purely numeric (e.g., `"1"`) and matched the
broad SIR-matching regex would be incorrectly stripped of all content
@@ -88,6 +78,15 @@
#### Updates
- [`mdro()`](https://amr-for-r.org/reference/mdro.md) now infers
resistance for a *missing* base drug column from an *available*
corresponding drug+inhibitor combination showing resistance (e.g.,
piperacillin is absent but required, while piperacillin/tazobactam
available and resistant). Can be set with the new argument
`infer_from_combinations`, which defaults to `TRUE`
([\#209](https://github.com/msberends/AMR/issues/209)). Note that this
can yield a higher MDRO detection (which is a good thing as it has
become more reliable).
- [`susceptibility()`](https://amr-for-r.org/reference/proportion.md)
and [`resistance()`](https://amr-for-r.org/reference/proportion.md)
gained the argument `guideline`, which defaults to EUCAST, for

2
pkgdown.yml
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@@ -10,7 +10,7 @@ articles:
PCA: PCA.html
WHONET: WHONET.html
WISCA: WISCA.html
last_built: 2026-03-07T17:10Z
last_built: 2026-03-08T10:36Z
urls:
reference: https://amr-for-r.org/reference
article: https://amr-for-r.org/articles

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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="">3.0.1.9030</small>
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@@ -9,7 +9,7 @@ options(AMR_guideline = "CLSI")'><meta property="og:image" content="https://amr-
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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reference/AMR.html
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@@ -21,7 +21,7 @@ The AMR package is available in English, Arabic, Bengali, Chinese, Czech, Danish
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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@@ -7,7 +7,7 @@
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reference/WHONET.html
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@@ -7,7 +7,7 @@
<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="">3.0.1.9030</small>
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reference/ab_from_text.html
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@@ -7,7 +7,7 @@
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@@ -7,7 +7,7 @@
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@@ -7,7 +7,7 @@
<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="">3.0.1.9030</small>
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2
reference/add_custom_microorganisms.html
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@@ -7,7 +7,7 @@
<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="">3.0.1.9030</small>
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22
reference/age.html
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@@ -7,7 +7,7 @@
<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="">3.0.1.9030</small>
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@@ -112,16 +112,16 @@
<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 1999-06-30 26 26.68493 0</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 2 1968-01-29 58 58.10137 31</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 3 1965-12-05 60 60.25205 34</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 4 1980-03-01 46 46.01644 19</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 5 1949-11-01 76 76.34521 50</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 6 1947-02-14 79 79.05753 52</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 7 1940-02-19 86 86.04384 59</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 8 1988-01-10 38 38.15342 11</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 9 1997-08-27 28 28.52603 2</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 10 1978-01-26 48 48.10959 21</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 1 1999-06-30 26 26.68767 0</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 2 1968-01-29 58 58.10411 31</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 3 1965-12-05 60 60.25479 34</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 4 1980-03-01 46 46.01918 19</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 5 1949-11-01 76 76.34795 50</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 6 1947-02-14 79 79.06027 52</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 7 1940-02-19 86 86.04658 59</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 8 1988-01-10 38 38.15616 11</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 9 1997-08-27 28 28.52877 2</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 10 1978-01-26 48 48.11233 21</span>
</code></pre></div>
</div>
</main><aside class="col-md-3"><nav id="toc" aria-label="Table of contents"><h2>On this page</h2>

20
reference/age.md
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@@ -81,14 +81,14 @@ df$age_at_y2k <- age(df$birth_date, "2000-01-01")
df
#> birth_date age age_exact age_at_y2k
#> 1 1999-06-30 26 26.68493 0
#> 2 1968-01-29 58 58.10137 31
#> 3 1965-12-05 60 60.25205 34
#> 4 1980-03-01 46 46.01644 19
#> 5 1949-11-01 76 76.34521 50
#> 6 1947-02-14 79 79.05753 52
#> 7 1940-02-19 86 86.04384 59
#> 8 1988-01-10 38 38.15342 11
#> 9 1997-08-27 28 28.52603 2
#> 10 1978-01-26 48 48.10959 21
#> 1 1999-06-30 26 26.68767 0
#> 2 1968-01-29 58 58.10411 31
#> 3 1965-12-05 60 60.25479 34
#> 4 1980-03-01 46 46.01918 19
#> 5 1949-11-01 76 76.34795 50
#> 6 1947-02-14 79 79.06027 52
#> 7 1940-02-19 86 86.04658 59
#> 8 1988-01-10 38 38.15616 11
#> 9 1997-08-27 28 28.52877 2
#> 10 1978-01-26 48 48.11233 21
```

2
reference/age_groups.html
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@@ -7,7 +7,7 @@
<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="">3.0.1.9030</small>
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2
reference/amr-tidymodels.html
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@@ -7,7 +7,7 @@
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2
reference/antibiogram.html
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@@ -9,7 +9,7 @@ Adhering to previously described approaches (see Source) and especially the Baye
<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="">3.0.1.9030</small>
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2
reference/antimicrobial_selectors.html
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@@ -17,7 +17,7 @@ my_data_with_all_these_columns %&amp;gt;%
<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="">3.0.1.9030</small>
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2
reference/antimicrobials.html
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@@ -9,7 +9,7 @@ The antibiotics data set has been renamed to antimicrobials. The old name will b
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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2
reference/as.ab.html
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@@ -7,7 +7,7 @@
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2
reference/as.av.html
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@@ -7,7 +7,7 @@
<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="">3.0.1.9030</small>
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2
reference/as.disk.html
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@@ -7,7 +7,7 @@
<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="">3.0.1.9030</small>
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2
reference/as.mic.html
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@@ -7,7 +7,7 @@
<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="">3.0.1.9030</small>
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2
reference/as.mo.html
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@@ -7,7 +7,7 @@
<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="">3.0.1.9030</small>
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10
reference/as.sir.html
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@@ -9,7 +9,7 @@ Breakpoints are currently implemented from EUCAST 2011-2025 and CLSI 2011-2025,
<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="">3.0.1.9030</small>
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@@ -424,10 +424,10 @@ Breakpoints are currently implemented from EUCAST 2011-2025 and CLSI 2011-2025,
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 4 × 18</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> datetime index method ab_given mo_given host_given input_given</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;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> 2026-03-07 <span style="color: #949494;">17:11:21</span> 1 MIC amoxicillin Escherich… human 8 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> 2026-03-07 <span style="color: #949494;">17:11:21</span> 1 MIC cipro Escherich… human 0.256 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">3</span> 2026-03-07 <span style="color: #949494;">17:11:22</span> 1 DISK tobra Escherich… human 16 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">4</span> 2026-03-07 <span style="color: #949494;">17:11:22</span> 1 DISK genta Escherich… human 18 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> 2026-03-08 <span style="color: #949494;">10:37:09</span> 1 MIC amoxicillin Escherich… human 8 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> 2026-03-08 <span style="color: #949494;">10:37:10</span> 1 MIC cipro Escherich… human 0.256 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">3</span> 2026-03-08 <span style="color: #949494;">10:37:10</span> 1 DISK tobra Escherich… human 16 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">4</span> 2026-03-08 <span style="color: #949494;">10:37:10</span> 1 DISK genta Escherich… human 18 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># ℹ 11 more variables: ab &lt;ab&gt;, mo &lt;mo&gt;, host &lt;chr&gt;, input &lt;chr&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># outcome &lt;sir&gt;, notes &lt;chr&gt;, guideline &lt;chr&gt;, ref_table &lt;chr&gt;, uti &lt;lgl&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># breakpoint_S_R &lt;chr&gt;, site &lt;chr&gt;</span></span>

8
reference/as.sir.md
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@@ -660,10 +660,10 @@ sir_interpretation_history()
#> # A tibble: 4 × 18
#> datetime index method ab_given mo_given host_given input_given
#> <dttm> <int> <chr> <chr> <chr> <chr> <chr>
#> 1 2026-03-07 17:11:21 1 MIC amoxicillin Escherich… human 8
#> 2 2026-03-07 17:11:21 1 MIC cipro Escherich… human 0.256
#> 3 2026-03-07 17:11:22 1 DISK tobra Escherich… human 16
#> 4 2026-03-07 17:11:22 1 DISK genta Escherich… human 18
#> 1 2026-03-08 10:37:09 1 MIC amoxicillin Escherich… human 8
#> 2 2026-03-08 10:37:10 1 MIC cipro Escherich… human 0.256
#> 3 2026-03-08 10:37:10 1 DISK tobra Escherich… human 16
#> 4 2026-03-08 10:37:10 1 DISK genta Escherich… human 18
#> # ℹ 11 more variables: ab <ab>, mo <mo>, host <chr>, input <chr>,
#> # outcome <sir>, notes <chr>, guideline <chr>, ref_table <chr>, uti <lgl>,
#> # breakpoint_S_R <chr>, site <chr>

2
reference/atc_online.html
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@@ -7,7 +7,7 @@
<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="">3.0.1.9030</small>
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2
reference/av_from_text.html
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@@ -7,7 +7,7 @@
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2
reference/av_property.html
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@@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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2
reference/availability.html
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@@ -7,7 +7,7 @@
<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="">3.0.1.9030</small>
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2
reference/bug_drug_combinations.html
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@@ -7,7 +7,7 @@
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2
reference/clinical_breakpoints.html
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@@ -21,7 +21,7 @@ Use as.sir() to transform MICs or disks measurements to SIR values."><meta prope
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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@@ -9,7 +9,7 @@ count_resistant() should be used to count resistant isolates, count_susceptible(
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2
reference/custom_eucast_rules.html
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@@ -7,7 +7,7 @@
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2
reference/custom_mdro_guideline.html
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@@ -7,7 +7,7 @@
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2
reference/dosage.html
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@@ -7,7 +7,7 @@
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2
reference/esbl_isolates.html
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@@ -7,7 +7,7 @@
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2
reference/example_isolates.html
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@@ -7,7 +7,7 @@
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2
reference/example_isolates_unclean.html
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@@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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reference/export_ncbi_biosample.html
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@@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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reference/first_isolate.html
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@@ -9,7 +9,7 @@
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reference/g.test.html
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@@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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reference/get_episode.html
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@@ -7,7 +7,7 @@
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reference/ggplot_pca.html
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@@ -7,7 +7,7 @@
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reference/ggplot_sir.html
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@@ -7,7 +7,7 @@
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reference/guess_ab_col.html
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@@ -7,7 +7,7 @@
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reference/index.html
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@@ -7,7 +7,7 @@
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reference/interpretive_rules.html
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@@ -13,7 +13,7 @@ To improve the interpretation of the antibiogram before CLSI/EUCAST interpretive
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reference/intrinsic_resistant.html
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@@ -7,7 +7,7 @@
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reference/italicise_taxonomy.html
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@@ -7,7 +7,7 @@
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reference/join.html
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@@ -7,7 +7,7 @@
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reference/key_antimicrobials.html
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@@ -7,7 +7,7 @@
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reference/kurtosis.html
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@@ -7,7 +7,7 @@
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reference/like.html
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@@ -7,7 +7,7 @@
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11
reference/mdro.html
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@@ -7,7 +7,7 @@
<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="">3.0.1.9030</small>
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@@ -58,7 +58,8 @@
<div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">mdro</span><span class="op">(</span>x <span class="op">=</span> <span class="cn">NULL</span>, guideline <span class="op">=</span> <span class="st">"CMI 2012"</span>, col_mo <span class="op">=</span> <span class="cn">NULL</span>, esbl <span class="op">=</span> <span class="cn">NA</span>,</span>
<span> carbapenemase <span class="op">=</span> <span class="cn">NA</span>, mecA <span class="op">=</span> <span class="cn">NA</span>, mecC <span class="op">=</span> <span class="cn">NA</span>, vanA <span class="op">=</span> <span class="cn">NA</span>, vanB <span class="op">=</span> <span class="cn">NA</span>,</span>
<span> info <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/interactive.html" class="external-link">interactive</a></span><span class="op">(</span><span class="op">)</span>, pct_required_classes <span class="op">=</span> <span class="fl">0.5</span>, combine_SI <span class="op">=</span> <span class="cn">TRUE</span>,</span>
<span> verbose <span class="op">=</span> <span class="cn">FALSE</span>, only_sir_columns <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/any.html" class="external-link">any</a></span><span class="op">(</span><span class="fu"><a href="as.sir.html">is.sir</a></span><span class="op">(</span><span class="va">x</span><span class="op">)</span><span class="op">)</span>, <span class="va">...</span><span class="op">)</span></span>
<span> verbose <span class="op">=</span> <span class="cn">FALSE</span>, only_sir_columns <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/any.html" class="external-link">any</a></span><span class="op">(</span><span class="fu"><a href="as.sir.html">is.sir</a></span><span class="op">(</span><span class="va">x</span><span class="op">)</span><span class="op">)</span>,</span>
<span> infer_from_combinations <span class="op">=</span> <span class="cn">TRUE</span>, <span class="va">...</span><span class="op">)</span></span>
<span></span>
<span><span class="fu">brmo</span><span class="op">(</span>x <span class="op">=</span> <span class="cn">NULL</span>, only_sir_columns <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/any.html" class="external-link">any</a></span><span class="op">(</span><span class="fu"><a href="as.sir.html">is.sir</a></span><span class="op">(</span><span class="va">x</span><span class="op">)</span><span class="op">)</span>, <span class="va">...</span><span class="op">)</span></span>
<span></span>
@@ -82,7 +83,7 @@
<dt id="arg-guideline">guideline<a class="anchor" aria-label="anchor" href="#arg-guideline"></a></dt>
<dd><p>A specific guideline to follow, see sections <em>Supported international / national guidelines</em> and <em>Using Custom Guidelines</em> below. When left empty, the publication by Magiorakos <em>et al.</em> (see below) will be followed.</p></dd>
<dd><p>A specific guideline to follow, see sections <em>Supported International / National Guidelines</em> and <em>Using Custom Guidelines</em> below. When left empty, the publication by Magiorakos <em>et al.</em> (see below) will be followed.</p></dd>
<dt id="arg-col-mo">col_mo<a class="anchor" aria-label="anchor" href="#arg-col-mo"></a></dt>
@@ -133,6 +134,10 @@
<dd><p>A <a href="https://rdrr.io/r/base/logical.html" class="external-link">logical</a> to indicate whether only antimicrobial columns must be included that were transformed to class <a href="as.sir.html">sir</a> on beforehand. Defaults to <code>FALSE</code> if no columns of <code>x</code> have a class <a href="as.sir.html">sir</a>.</p></dd>
<dt id="arg-infer-from-combinations">infer_from_combinations<a class="anchor" aria-label="anchor" href="#arg-infer-from-combinations"></a></dt>
<dd><p>A <a href="https://rdrr.io/r/base/logical.html" class="external-link">logical</a> to indicate whether resistance for a missing base beta-lactam drug should be inferred from an available drug+inhibitor combination (e.g., piperacillin from piperacillin/tazobactam). The clinical basis is that resistance in a combination always implies resistance in the base drug, since the enzyme inhibitor provides no benefit when the organism is truly resistant. Only resistance is inferred; susceptibility in a combination does <strong>not</strong> imply susceptibility in the base drug (the inhibitor may be responsible). Defaults to <code>TRUE</code>.</p></dd>
<dt id="arg--">...<a class="anchor" aria-label="anchor" href="#arg--"></a></dt>
<dd><p>Column names of antimicrobials. To automatically detect antimicrobial column names, do not provide any named arguments; <code><a href="guess_ab_col.html">guess_ab_col()</a></code> will then be used for detection. To manually specify a column, provide its name (case-insensitive) as an argument, e.g. <code>AMX = "amoxicillin"</code>. To skip a specific antimicrobial, set it to <code>NULL</code>, e.g. <code>TIC = NULL</code> to exclude ticarcillin. If a manually defined column does not exist in the data, it will be skipped with a warning.</p></dd>

19
reference/mdro.md
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@@ -9,7 +9,8 @@ according to international, national, or custom guidelines.
mdro(x = NULL, guideline = "CMI 2012", col_mo = NULL, esbl = NA,
carbapenemase = NA, mecA = NA, mecC = NA, vanA = NA, vanB = NA,
info = interactive(), pct_required_classes = 0.5, combine_SI = TRUE,
verbose = FALSE, only_sir_columns = any(is.sir(x)), ...)
verbose = FALSE, only_sir_columns = any(is.sir(x)),
infer_from_combinations = TRUE, ...)
brmo(x = NULL, only_sir_columns = any(is.sir(x)), ...)
@@ -34,8 +35,8 @@ eucast_exceptional_phenotypes(x = NULL, only_sir_columns = any(is.sir(x)),
- guideline:
A specific guideline to follow, see sections *Supported international
/ national guidelines* and *Using Custom Guidelines* below. When left
A specific guideline to follow, see sections *Supported International
/ National Guidelines* and *Using Custom Guidelines* below. When left
empty, the publication by Magiorakos *et al.* (see below) will be
followed.
@@ -125,6 +126,18 @@ eucast_exceptional_phenotypes(x = NULL, only_sir_columns = any(is.sir(x)),
Defaults to `FALSE` if no columns of `x` have a class
[sir](https://amr-for-r.org/reference/as.sir.md).
- infer_from_combinations:
A [logical](https://rdrr.io/r/base/logical.html) to indicate whether
resistance for a missing base beta-lactam drug should be inferred from
an available drug+inhibitor combination (e.g., piperacillin from
piperacillin/tazobactam). The clinical basis is that resistance in a
combination always implies resistance in the base drug, since the
enzyme inhibitor provides no benefit when the organism is truly
resistant. Only resistance is inferred; susceptibility in a
combination does **not** imply susceptibility in the base drug (the
inhibitor may be responsible). Defaults to `TRUE`.
- ...:
Column names of antimicrobials. To automatically detect antimicrobial

2
reference/mean_amr_distance.html
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@@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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reference/microorganisms.codes.html
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@@ -7,7 +7,7 @@
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reference/microorganisms.groups.html
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@@ -7,7 +7,7 @@
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reference/microorganisms.html
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@@ -9,7 +9,7 @@ This data set is carefully crafted, yet made 100% reproducible from public and a
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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reference/mo_matching_score.html
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@@ -7,7 +7,7 @@
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2
reference/mo_property.html
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@@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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reference/mo_source.html
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@@ -9,7 +9,7 @@ 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>
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reference/pca.html
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@@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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reference/plot.html
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@@ -9,7 +9,7 @@ Especially the scale_*_mic() functions are relevant wrappers to plot MIC values
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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2
reference/proportion.html
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@@ -9,7 +9,7 @@ resistance() should be used to calculate resistance, susceptibility() should be
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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2
reference/random.html
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@@ -7,7 +7,7 @@
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2
reference/resistance_predict.html
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@@ -9,7 +9,7 @@ NOTE: These functions are deprecated and will be removed in a future version. Us
<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="">3.0.1.9030</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9031</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/skewness.html
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@@ -9,7 +9,7 @@ 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="">3.0.1.9030</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9031</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/top_n_microorganisms.html
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@@ -7,7 +7,7 @@
<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="">3.0.1.9030</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9031</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/translate.html
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@@ -7,7 +7,7 @@
<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="">3.0.1.9030</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9031</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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