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<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Interpret minimum inhibitory concentration (MIC) values and disk diffusion diameters according to EUCAST or CLSI, or clean up existing R/SI values. This transforms the input to a new class rsi, which is an ordered factor with levels S &lt; I &lt; R."><title>Interpret MIC and Disk Values, or Clean Raw R/SI Data — as.rsi • AMR (for R)</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.1.3/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.1.3/bootstrap.bundle.min.js"></script><link href="../deps/Fira_Code-0.4.2/font.css" rel="stylesheet"><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.rawgit.com/afeld/bootstrap-toc/v1.0.1/dist/bootstrap-toc.min.js"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Interpret MIC and Disk Values, or Clean Raw R/SI Data — as.rsi"><meta property="og:description" content="Interpret minimum inhibitory concentration (MIC) values and disk diffusion diameters according to EUCAST or CLSI, or clean up existing R/SI values. This transforms the input to a new class rsi, which is an ordered factor with levels S &lt; I &lt; R."><meta property="og:image" content="https://msberends.github.io/AMR/logo.svg"><meta name="twitter:card" content="summary_large_image"><meta name="twitter:creator" content="@msberends"><meta name="twitter:site" content="@msberends"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
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<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
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<![endif]--></head><body>
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@ -10,7 +10,7 @@
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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="">1.8.2.9052</small>
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<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9053</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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@ -151,7 +151,7 @@
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<span> <span class="va">x</span>,</span>
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<span> mo <span class="op">=</span> <span class="cn">NULL</span>,</span>
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<span> ab <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/deparse.html" class="external-link">deparse</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/substitute.html" class="external-link">substitute</a></span><span class="op">(</span><span class="va">x</span><span class="op">)</span><span class="op">)</span>,</span>
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<span> guideline <span class="op">=</span> <span class="st">"EUCAST"</span>,</span>
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||||
<span> guideline <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">"AMR_guideline"</span>, <span class="st">"EUCAST"</span><span class="op">)</span>,</span>
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<span> uti <span class="op">=</span> <span class="cn">NULL</span>,</span>
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<span> conserve_capped_values <span class="op">=</span> <span class="cn">FALSE</span>,</span>
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<span> add_intrinsic_resistance <span class="op">=</span> <span class="cn">FALSE</span>,</span>
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@ -164,7 +164,7 @@
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<span> <span class="va">x</span>,</span>
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<span> mo <span class="op">=</span> <span class="cn">NULL</span>,</span>
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<span> ab <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/deparse.html" class="external-link">deparse</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/substitute.html" class="external-link">substitute</a></span><span class="op">(</span><span class="va">x</span><span class="op">)</span><span class="op">)</span>,</span>
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<span> guideline <span class="op">=</span> <span class="st">"EUCAST"</span>,</span>
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<span> guideline <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">"AMR_guideline"</span>, <span class="st">"EUCAST"</span><span class="op">)</span>,</span>
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<span> uti <span class="op">=</span> <span class="cn">NULL</span>,</span>
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<span> add_intrinsic_resistance <span class="op">=</span> <span class="cn">FALSE</span>,</span>
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<span> reference_data <span class="op">=</span> <span class="fu">AMR</span><span class="fu">::</span><span class="va"><a href="rsi_translation.html">rsi_translation</a></span>,</span>
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@ -176,7 +176,7 @@
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<span> <span class="va">x</span>,</span>
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<span> <span class="va">...</span>,</span>
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<span> col_mo <span class="op">=</span> <span class="cn">NULL</span>,</span>
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<span> guideline <span class="op">=</span> <span class="st">"EUCAST"</span>,</span>
|
||||
<span> guideline <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">"AMR_guideline"</span>, <span class="st">"EUCAST"</span><span class="op">)</span>,</span>
|
||||
<span> uti <span class="op">=</span> <span class="cn">NULL</span>,</span>
|
||||
<span> conserve_capped_values <span class="op">=</span> <span class="cn">FALSE</span>,</span>
|
||||
<span> add_intrinsic_resistance <span class="op">=</span> <span class="cn">FALSE</span>,</span>
|
||||
@ -219,7 +219,7 @@
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<dt>guideline</dt>
|
||||
<dd><p>defaults to EUCAST 2022 (the latest implemented EUCAST guideline in the <a href="rsi_translation.html">rsi_translation</a> data set), supports EUCAST (2013-2022) and CLSI (2013-2022), see <em>Details</em></p></dd>
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||||
<dd><p>defaults to EUCAST 2022 (the latest implemented EUCAST guideline in the <a href="rsi_translation.html">rsi_translation</a> data set), but can be set with the <a href="https://rdrr.io/r/base/options.html" class="external-link">option</a> <code>AMR_guideline</code>. Supports EUCAST (2013-2022) and CLSI (2013-2022), see <em>Details</em>.</p></dd>
|
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<dt>uti</dt>
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||||
@ -263,13 +263,13 @@
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<p>The <code>as.rsi()</code> function works in four ways:</p><ol><li><p>For <strong>cleaning raw / untransformed data</strong>. The data will be cleaned to only contain values S, I and R and will try its best to determine this with some intelligence. For example, mixed values with R/SI interpretations and MIC values such as <code>"<0.25; S"</code> will be coerced to <code>"S"</code>. Combined interpretations for multiple test methods (as seen in laboratory records) such as <code>"S; S"</code> will be coerced to <code>"S"</code>, but a value like <code>"S; I"</code> will return <code>NA</code> with a warning that the input is unclear.</p></li>
|
||||
<li><p>For <strong>interpreting minimum inhibitory concentration (MIC) values</strong> according to EUCAST or CLSI. You must clean your MIC values first using <code><a href="as.mic.html">as.mic()</a></code>, that also gives your columns the new data class <code><a href="as.mic.html">mic</a></code>. Also, be sure to have a column with microorganism names or codes. It will be found automatically, but can be set manually using the <code>mo</code> argument.</p><ul><li><p>Using <code>dplyr</code>, R/SI interpretation can be done very easily with either:</p>
|
||||
<p></p><div class="sourceCode"><pre><code><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a>your_data <span class="sc">%>%</span> <span class="fu">mutate_if</span>(is.mic, as.rsi) <span class="co"># until dplyr 1.0.0</span></span>
|
||||
<span id="cb1-2"><a href="#cb1-2" aria-hidden="true" tabindex="-1"></a>your_data <span class="sc">%>%</span> <span class="fu">mutate</span>(<span class="fu">across</span>(<span class="fu">where</span>(is.mic), as.rsi)) <span class="co"># since dplyr 1.0.0</span></span></code></pre><p></p></div></li>
|
||||
<p></p><div class="sourceCode"><pre><code><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a>your_data <span class="sc">%>%</span> <span class="fu">mutate_if</span>(is.mic, as.rsi)</span>
|
||||
<span id="cb1-2"><a href="#cb1-2" aria-hidden="true" tabindex="-1"></a>your_data <span class="sc">%>%</span> <span class="fu">mutate</span>(<span class="fu">across</span>(<span class="fu">where</span>(is.mic), as.rsi))</span></code></pre><p></p></div></li>
|
||||
<li><p>Operators like "<=" will be stripped before interpretation. When using <code>conserve_capped_values = TRUE</code>, an MIC value of e.g. ">2" will always return "R", even if the breakpoint according to the chosen guideline is ">=4". This is to prevent that capped values from raw laboratory data would not be treated conservatively. The default behaviour (<code>conserve_capped_values = FALSE</code>) considers ">2" to be lower than ">=4" and might in this case return "S" or "I".</p></li>
|
||||
</ul></li>
|
||||
<li><p>For <strong>interpreting disk diffusion diameters</strong> according to EUCAST or CLSI. You must clean your disk zones first using <code><a href="as.disk.html">as.disk()</a></code>, that also gives your columns the new data class <code><a href="as.disk.html">disk</a></code>. Also, be sure to have a column with microorganism names or codes. It will be found automatically, but can be set manually using the <code>mo</code> argument.</p><ul><li><p>Using <code>dplyr</code>, R/SI interpretation can be done very easily with either:</p>
|
||||
<p></p><div class="sourceCode"><pre><code><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a>your_data <span class="sc">%>%</span> <span class="fu">mutate_if</span>(is.disk, as.rsi) <span class="co"># until dplyr 1.0.0</span></span>
|
||||
<span id="cb1-2"><a href="#cb1-2" aria-hidden="true" tabindex="-1"></a>your_data <span class="sc">%>%</span> <span class="fu">mutate</span>(<span class="fu">across</span>(<span class="fu">where</span>(is.disk), as.rsi)) <span class="co"># since dplyr 1.0.0</span></span></code></pre><p></p></div></li>
|
||||
<p></p><div class="sourceCode"><pre><code><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a>your_data <span class="sc">%>%</span> <span class="fu">mutate_if</span>(is.disk, as.rsi)</span>
|
||||
<span id="cb1-2"><a href="#cb1-2" aria-hidden="true" tabindex="-1"></a>your_data <span class="sc">%>%</span> <span class="fu">mutate</span>(<span class="fu">across</span>(<span class="fu">where</span>(is.disk), as.rsi))</span></code></pre><p></p></div></li>
|
||||
</ul></li>
|
||||
<li><p>For <strong>interpreting a complete data set</strong>, with automatic determination of MIC values, disk diffusion diameters, microorganism names or codes, and antimicrobial test results. This is done very simply by running <code>as.rsi(your_data)</code>.</p></li>
|
||||
</ol><p>For points 2, 3 and 4: Use <code>rsi_interpretation_history()</code> to retrieve a <a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a> (or <a href="https://tibble.tidyverse.org/reference/tibble.html" class="external-link">tibble</a> if the <code>tibble</code> package is installed) with all results of the last <code>as.rsi()</code> call.</p>
|
||||
@ -281,6 +281,12 @@
|
||||
|
||||
<p>For interpreting MIC values as well as disk diffusion diameters, currently implemented guidelines are EUCAST (2013-2022) and CLSI (2013-2022).</p>
|
||||
<p>Thus, the <code>guideline</code> argument must be set to e.g., <code>"EUCAST 2022"</code> or <code>"CLSI 2022"</code>. By simply using <code>"EUCAST"</code> (the default) or <code>"CLSI"</code> as input, the latest included version of that guideline will automatically be selected. You can set your own data set using the <code>reference_data</code> argument. The <code>guideline</code> argument will then be ignored.</p>
|
||||
<p>You can set the default guideline with the <code>AMR_guideline</code> <a href="https://rdrr.io/r/base/options.html" class="external-link">option</a> (e.g. in your <code>.Rprofile</code> file), such as:</p>
|
||||
<p></p><div class="sourceCode"><pre><code><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a> <span class="fu">options</span>(<span class="at">AMR_guideline =</span> <span class="st">"CLSI"</span>)</span>
|
||||
<span id="cb1-2"><a href="#cb1-2" aria-hidden="true" tabindex="-1"></a> <span class="fu">options</span>(<span class="at">AMR_guideline =</span> <span class="st">"CLSI 2018"</span>)</span>
|
||||
<span id="cb1-3"><a href="#cb1-3" aria-hidden="true" tabindex="-1"></a> <span class="fu">options</span>(<span class="at">AMR_guideline =</span> <span class="st">"EUCAST 2020"</span>)</span>
|
||||
<span id="cb1-4"><a href="#cb1-4" aria-hidden="true" tabindex="-1"></a> <span class="co"># or to reset:</span></span>
|
||||
<span id="cb1-5"><a href="#cb1-5" aria-hidden="true" tabindex="-1"></a> <span class="fu">options</span>(<span class="at">AMR_guideline =</span> <span class="cn">NULL</span>)</span></code></pre><p></p></div>
|
||||
</div>
|
||||
|
||||
<div class="section">
|
||||
@ -472,7 +478,6 @@ A microorganism is categorised as <em>Susceptible, Increased exposure</em> when
|
||||
<span class="r-in"><span> ERY <span class="op">=</span> <span class="st">"R"</span></span></span>
|
||||
<span class="r-in"><span><span class="op">)</span></span></span>
|
||||
<span class="r-in"><span><span class="fu">as.rsi</span><span class="op">(</span><span class="va">df</span><span class="op">)</span></span></span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> ℹ Using column 'microorganism' as input for `col_mo`.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> => Interpreting MIC values of column 'AMP' (ampicillin) according to EUCAST</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 2022...</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> OK.</span>
|
||||
@ -481,16 +486,16 @@ A microorganism is categorised as <em>Susceptible, Increased exposure</em> when
|
||||
<span class="r-msg co"><span class="r-pr">#></span> OK.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> => Interpreting disk diffusion zones of column 'GEN' (gentamicin) according</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> to EUCAST 2022...</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> NOTE.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Breakpoints for UTI and non-UTI available for E. coli / gentamicin (GEN) -</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> assuming non-UTI. Use argument `uti` to set which isolates are from urine.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> See ?as.rsi.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> * NOTE *</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> • Breakpoints for UTI and non-UTI available for gentamicin (GEN) in</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Escherichia coli - assuming non-UTI. Use argument uti to set which</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> isolates are from urine. See ?as.rsi.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> => Interpreting disk diffusion zones of column 'TOB' (tobramycin) according</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> to EUCAST 2022...</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> NOTE.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Breakpoints for UTI and non-UTI available for E. coli / tobramycin (TOB) -</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> assuming non-UTI. Use argument `uti` to set which isolates are from urine.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> See ?as.rsi.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> * NOTE *</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> • Breakpoints for UTI and non-UTI available for tobramycin (TOB) in</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Escherichia coli - assuming non-UTI. Use argument uti to set which</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> isolates are from urine. See ?as.rsi.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> => Assigning class 'rsi' to already clean column 'ERY' (erythromycin)...</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> OK.</span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> microorganism AMP CIP GEN TOB ERY</span>
|
||||
@ -499,21 +504,21 @@ A microorganism is categorised as <em>Susceptible, Increased exposure</em> when
|
||||
<span class="r-in"><span><span class="co"># return a 'logbook' about the results:</span></span></span>
|
||||
<span class="r-in"><span><span class="fu">rsi_interpretation_history</span><span class="op">(</span><span class="op">)</span></span></span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #949494;"># A tibble: 50 × 12</span></span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> datetime index ab_userinput ab_actual mo_us…¹ mo_actual guide…²</span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #949494; font-style: italic;"><dttm></span> <span style="color: #949494; font-style: italic;"><int></span> <span style="color: #949494; font-style: italic;"><chr></span> <span style="color: #949494; font-style: italic;"><ab></span> <span style="color: #949494; font-style: italic;"><chr></span> <span style="color: #949494; font-style: italic;"><mo></span> <span style="color: #949494; font-style: italic;"><chr></span> </span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 1</span> 2022-11-17 <span style="color: #949494;">14:29:45</span> 1 ampicillin AMP Strep … B_STRPT_PNMN EUCAST…</span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 2</span> 2022-11-17 <span style="color: #949494;">14:29:45</span> 1 AMP AMP Escher… B_ESCHR_COLI EUCAST…</span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 3</span> 2022-11-17 <span style="color: #949494;">14:29:46</span> 1 CIP CIP Escher… B_ESCHR_COLI EUCAST…</span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 4</span> 2022-11-17 <span style="color: #949494;">14:29:46</span> 1 GEN GEN Escher… B_ESCHR_COLI EUCAST…</span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 5</span> 2022-11-17 <span style="color: #949494;">14:29:46</span> 1 TOB TOB Escher… B_ESCHR_COLI EUCAST…</span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 6</span> 2022-11-17 <span style="color: #949494;">14:29:47</span> 1 AMX AMX B_STRP… B_STRPT_PNMN EUCAST…</span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 7</span> 2022-11-17 <span style="color: #949494;">14:29:47</span> 1 AMX AMX B_STRP… B_STRPT_PNMN EUCAST…</span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 8</span> 2022-11-17 <span style="color: #949494;">14:29:48</span> 2 AMX AMX B_STRP… B_STRPT_PNMN EUCAST…</span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 9</span> 2022-11-17 <span style="color: #949494;">14:29:48</span> 3 AMX AMX B_STRP… B_STRPT_PNMN EUCAST…</span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;">10</span> 2022-11-17 <span style="color: #949494;">14:29:48</span> 4 AMX AMX B_STRP… B_STRPT_PNMN EUCAST…</span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> datetime index ab_input ab_gu…¹ mo_in…² mo_guideline guide…³</span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #949494; font-style: italic;"><dttm></span> <span style="color: #949494; font-style: italic;"><int></span> <span style="color: #949494; font-style: italic;"><chr></span> <span style="color: #949494; font-style: italic;"><ab></span> <span style="color: #949494; font-style: italic;"><chr></span> <span style="color: #949494; font-style: italic;"><mo></span> <span style="color: #949494; font-style: italic;"><chr></span> </span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 1</span> 2022-11-24 <span style="color: #949494;">19:34:50</span> 1 ampicillin AMP Strep … B_STRPT_PNMN EUCAST…</span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 2</span> 2022-11-24 <span style="color: #949494;">19:34:51</span> 1 AMP AMP Escher… B_[ORD]_ENTRBCTR EUCAST…</span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 3</span> 2022-11-24 <span style="color: #949494;">19:34:51</span> 1 CIP CIP Escher… B_[ORD]_ENTRBCTR EUCAST…</span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 4</span> 2022-11-24 <span style="color: #949494;">19:34:51</span> 1 GEN GEN Escher… B_[ORD]_ENTRBCTR EUCAST…</span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 5</span> 2022-11-24 <span style="color: #949494;">19:34:52</span> 1 TOB TOB Escher… B_[ORD]_ENTRBCTR EUCAST…</span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 6</span> 2022-11-24 <span style="color: #949494;">19:34:52</span> 1 AMX AMX B_STRP… B_STRPT_PNMN EUCAST…</span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 7</span> 2022-11-24 <span style="color: #949494;">19:34:53</span> 1 AMX AMX B_STRP… B_STRPT_PNMN EUCAST…</span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 8</span> 2022-11-24 <span style="color: #949494;">19:34:53</span> 2 AMX AMX B_STRP… B_STRPT_PNMN EUCAST…</span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 9</span> 2022-11-24 <span style="color: #949494;">19:34:53</span> 3 AMX AMX B_STRP… B_STRPT_PNMN EUCAST…</span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;">10</span> 2022-11-24 <span style="color: #949494;">19:34:53</span> 4 AMX AMX B_STRP… B_STRPT_PNMN EUCAST…</span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #949494;"># … with 40 more rows, 5 more variables: ref_table <chr>, method <chr>,</span></span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #949494;"># input <dbl>, outcome <rsi>, breakpoint_S_R <chr>, and abbreviated variable</span></span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #949494;"># names ¹mo_userinput, ²guideline</span></span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #949494;"># names ¹ab_guideline, ²mo_input, ³guideline</span></span>
|
||||
<span class="r-in"><span></span></span>
|
||||
<span class="r-in"><span><span class="co"># for single values</span></span></span>
|
||||
<span class="r-in"><span><span class="fu">as.rsi</span><span class="op">(</span></span></span>
|
||||
@ -524,9 +529,9 @@ A microorganism is categorised as <em>Susceptible, Increased exposure</em> when
|
||||
<span class="r-in"><span><span class="op">)</span></span></span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> => Interpreting MIC values of 'AMP' (ampicillin) according to EUCAST</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 2022...</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> NOTE.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Breakpoints available for S. pneumoniae / ampicillin - assuming body site</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 'Non-meningitis'</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> * NOTE *</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> • Multiple breakpoints available for ampicillin (AMP) in Streptococcus</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> pneumoniae - assuming body site 'Non-meningitis'.</span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> Class 'rsi'</span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> [1] R</span>
|
||||
<span class="r-in"><span></span></span>
|
||||
@ -536,8 +541,8 @@ A microorganism is categorised as <em>Susceptible, Increased exposure</em> when
|
||||
<span class="r-in"><span> ab <span class="op">=</span> <span class="st">"ampicillin"</span>, <span class="co"># and `ab` with as.ab()</span></span></span>
|
||||
<span class="r-in"><span> guideline <span class="op">=</span> <span class="st">"EUCAST"</span></span></span>
|
||||
<span class="r-in"><span><span class="op">)</span></span></span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> => Interpreting disk diffusion zones of 'ampicillin' (AMP, ampicillin)</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> according to EUCAST 2022...</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> => Interpreting disk diffusion zones of 'ampicillin' (AMP) according to</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> EUCAST 2022...</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> OK.</span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> Class 'rsi'</span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> [1] R</span>
|
||||
@ -586,16 +591,16 @@ A microorganism is categorised as <em>Susceptible, Increased exposure</em> when
|
||||
<span class="r-msg co"><span class="r-pr">#></span> OK.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> => Interpreting disk diffusion zones of 'GEN' (gentamicin) based on column</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism' according to EUCAST 2022...</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> NOTE.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Breakpoints for UTI and non-UTI available for E. coli / gentamicin (GEN) -</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> assuming non-UTI. Use argument `uti` to set which isolates are from urine.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> See ?as.rsi.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> * NOTE *</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> • Breakpoints for UTI and non-UTI available for gentamicin (GEN) in</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Escherichia coli - assuming non-UTI. Use argument uti to set which</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> isolates are from urine. See ?as.rsi.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> => Interpreting disk diffusion zones of 'TOB' (tobramycin) based on column</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism' according to EUCAST 2022...</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> NOTE.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Breakpoints for UTI and non-UTI available for E. coli / tobramycin (TOB) -</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> assuming non-UTI. Use argument `uti` to set which isolates are from urine.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> See ?as.rsi.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> * NOTE *</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> • Breakpoints for UTI and non-UTI available for tobramycin (TOB) in</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Escherichia coli - assuming non-UTI. Use argument uti to set which</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> isolates are from urine. See ?as.rsi.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> => Interpreting MIC values of 'AMP' (ampicillin) based on column</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism' according to EUCAST 2022...</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> OK.</span>
|
||||
@ -610,16 +615,16 @@ A microorganism is categorised as <em>Susceptible, Increased exposure</em> when
|
||||
<span class="r-msg co"><span class="r-pr">#></span> OK.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> => Interpreting disk diffusion zones of 'GEN' (gentamicin) based on column</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism' according to EUCAST 2022...</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> NOTE.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Breakpoints for UTI and non-UTI available for E. coli / gentamicin (GEN) -</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> assuming non-UTI. Use argument `uti` to set which isolates are from urine.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> See ?as.rsi.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> * NOTE *</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> • Breakpoints for UTI and non-UTI available for gentamicin (GEN) in</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Escherichia coli - assuming non-UTI. Use argument uti to set which</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> isolates are from urine. See ?as.rsi.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> => Interpreting disk diffusion zones of 'TOB' (tobramycin) based on column</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism' according to EUCAST 2022...</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> NOTE.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Breakpoints for UTI and non-UTI available for E. coli / tobramycin (TOB) -</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> assuming non-UTI. Use argument `uti` to set which isolates are from urine.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> See ?as.rsi.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> * NOTE *</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> • Breakpoints for UTI and non-UTI available for tobramycin (TOB) in</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Escherichia coli - assuming non-UTI. Use argument uti to set which</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> isolates are from urine. See ?as.rsi.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> => Interpreting MIC values of 'AMP' (ampicillin) based on column</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism' according to EUCAST 2022...</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> OK.</span>
|
||||
@ -628,16 +633,16 @@ A microorganism is categorised as <em>Susceptible, Increased exposure</em> when
|
||||
<span class="r-msg co"><span class="r-pr">#></span> OK.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> => Interpreting disk diffusion zones of 'GEN' (gentamicin) based on column</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism' according to EUCAST 2022...</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> NOTE.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Breakpoints for UTI and non-UTI available for E. coli / gentamicin (GEN) -</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> assuming non-UTI. Use argument `uti` to set which isolates are from urine.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> See ?as.rsi.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> * NOTE *</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> • Breakpoints for UTI and non-UTI available for gentamicin (GEN) in</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Escherichia coli - assuming non-UTI. Use argument uti to set which</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> isolates are from urine. See ?as.rsi.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> => Interpreting disk diffusion zones of 'TOB' (tobramycin) based on column</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism' according to EUCAST 2022...</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> NOTE.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Breakpoints for UTI and non-UTI available for E. coli / tobramycin (TOB) -</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> assuming non-UTI. Use argument `uti` to set which isolates are from urine.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> See ?as.rsi.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> * NOTE *</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> • Breakpoints for UTI and non-UTI available for tobramycin (TOB) in</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Escherichia coli - assuming non-UTI. Use argument uti to set which</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> isolates are from urine. See ?as.rsi.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> => Interpreting MIC values of 'AMP' (ampicillin) according to EUCAST</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 2022...</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> OK.</span>
|
||||
@ -646,33 +651,31 @@ A microorganism is categorised as <em>Susceptible, Increased exposure</em> when
|
||||
<span class="r-msg co"><span class="r-pr">#></span> OK.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> => Interpreting disk diffusion zones of 'GEN' (gentamicin) according to</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> EUCAST 2022...</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> NOTE.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Breakpoints for UTI and non-UTI available for E. coli / gentamicin (GEN) -</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> assuming non-UTI. Use argument `uti` to set which isolates are from urine.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> See ?as.rsi.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> * NOTE *</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> • Breakpoints for UTI and non-UTI available for gentamicin (GEN) in</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Escherichia coli - assuming non-UTI. Use argument uti to set which</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> isolates are from urine. See ?as.rsi.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> => Interpreting disk diffusion zones of 'TOB' (tobramycin) according to</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> EUCAST 2022...</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> NOTE.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Breakpoints for UTI and non-UTI available for E. coli / tobramycin (TOB) -</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> assuming non-UTI. Use argument `uti` to set which isolates are from urine.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> See ?as.rsi.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> ℹ Using column 'mo' as input for `col_mo`.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> * NOTE *</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> • Breakpoints for UTI and non-UTI available for tobramycin (TOB) in</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Escherichia coli - assuming non-UTI. Use argument uti to set which</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> isolates are from urine. See ?as.rsi.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> => Interpreting MIC values of column 'NIT' (nitrofurantoin) according to</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> EUCAST 2022...</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>in `as.rsi()`: interpretation of nitrofurantoin is only available for</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>in as.rsi(): interpretation of nitrofurantoin (NIT) is only available for</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> (uncomplicated) urinary tract infections (UTI) for some microorganisms,</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> thus assuming `uti = TRUE`. See ?as.rsi.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> WARNING.</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> thus assuming uti = TRUE. See ?as.rsi.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> * WARNING *</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> ℹ Assuming value "urine" in column 'specimen' reflects a urinary tract</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> infection.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Use `as.rsi(uti = FALSE)` to prevent this.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> ℹ Using column 'mo' as input for `col_mo`.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Use as.rsi(uti = FALSE) to prevent this.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> => Interpreting MIC values of column 'NIT' (nitrofurantoin) according to</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> EUCAST 2022...</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>in `as.rsi()`: interpretation of nitrofurantoin is only available for</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>in as.rsi(): interpretation of nitrofurantoin (NIT) is only available for</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> (uncomplicated) urinary tract infections (UTI) for some microorganisms,</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> thus assuming `uti = TRUE`. See ?as.rsi.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> WARNING.</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> thus assuming uti = TRUE. See ?as.rsi.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> * WARNING *</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> => Interpreting MIC values of 'AMP' (ampicillin) according to EUCAST</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 2022...</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> OK.</span>
|
||||
@ -691,7 +694,7 @@ A microorganism is categorised as <em>Susceptible, Increased exposure</em> when
|
||||
<span class="r-in"><span><span class="co"># For CLEANING existing R/SI values ------------------------------------</span></span></span>
|
||||
<span class="r-in"><span></span></span>
|
||||
<span class="r-in"><span><span class="fu">as.rsi</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="st">"S"</span>, <span class="st">"I"</span>, <span class="st">"R"</span>, <span class="st">"A"</span>, <span class="st">"B"</span>, <span class="st">"C"</span><span class="op">)</span><span class="op">)</span></span></span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>in `as.rsi()`: 3 results in column '24' truncated (50%) that were invalid</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>in as.rsi(): 3 results in column '24' truncated (50%) that were invalid</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> antimicrobial interpretations: "A", "B" and "C"</span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> Class 'rsi'</span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> [1] S I R <NA> <NA> <NA></span>
|
||||
|
||||
Reference in New Issue
Block a user