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<a class="navbar-brand me-2" href="https://msberends.github.io/AMR/index.html">AMR (for R)</a>
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</div>
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<div class="section level2">
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<h2 class="pkg-version" data-toc-text="2.1.1.9036" id="amr-2119036">AMR 2.1.1.9036<a class="anchor" aria-label="anchor" href="#amr-2119036"></a></h2>
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<h2 class="pkg-version" data-toc-text="2.1.1.9037" id="amr-2119037">AMR 2.1.1.9037<a class="anchor" aria-label="anchor" href="#amr-2119037"></a></h2>
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<p><em>(this beta version will eventually become v3.0. We’re happy to reach a new major milestone soon, which will be all about the new One Health support!)</em></p>
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<div class="section level5">
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<h5 id="a-new-milestone-one-health-support--human--veterinary--environmental-2-1-1-9036">A New Milestone: One Health Support (= Human + Veterinary + Environmental)<a class="anchor" aria-label="anchor" href="#a-new-milestone-one-health-support--human--veterinary--environmental-2-1-1-9036"></a></h5>
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<h5 id="a-new-milestone-one-health-support--human--veterinary--environmental-2-1-1-9037">A New Milestone: One Health Support (= Human + Veterinary + Environmental)<a class="anchor" aria-label="anchor" href="#a-new-milestone-one-health-support--human--veterinary--environmental-2-1-1-9037"></a></h5>
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<p>This package now supports not only tools for AMR data analysis in clinical settings, but also for veterinary and environmental microbiology. This was made possible through a collaboration with the <a href="https://www.upei.ca/avc" class="external-link">University of Prince Edward Island</a>, Canada. To celebrate this great improvement of the package, we also updated the package logo to reflect this change.</p>
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</div>
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<div class="section level3">
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<h3 id="breaking-2-1-1-9036">Breaking<a class="anchor" aria-label="anchor" href="#breaking-2-1-1-9036"></a></h3>
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<h3 id="breaking-2-1-1-9037">Breaking<a class="anchor" aria-label="anchor" href="#breaking-2-1-1-9037"></a></h3>
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<ul><li>Removed all functions and references that used the deprecated <code>rsi</code> class, which were all replaced with their <code>sir</code> equivalents over a year ago</li>
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</ul></div>
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<div class="section level3">
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<h3 id="new-2-1-1-9036">New<a class="anchor" aria-label="anchor" href="#new-2-1-1-9036"></a></h3>
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<h3 id="new-2-1-1-9037">New<a class="anchor" aria-label="anchor" href="#new-2-1-1-9037"></a></h3>
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<ul><li>One Health implementation
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<ul><li>Function <code><a href="../reference/as.sir.html">as.sir()</a></code> now has extensive support for animal breakpoints from CLSI. Use <code>breakpoint_type = "animal"</code> and set the <code>host</code> argument to a variable that contains animal species names.</li>
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<li>The <code>clinical_breakpoints</code> data set contains all these breakpoints, and can be downloaded on our <a href="https://msberends.github.io/AMR/articles/datasets.html">download page</a>.</li>
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<li>Function <code><a href="../reference/mo_property.html">mo_group_members()</a></code> to retrieve the member microorganisms of a microorganism group. For example, <code>mo_group_members("Strep group C")</code> returns a vector of all microorganisms that are in that group.</li>
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</ul></div>
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<div class="section level3">
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<h3 id="changed-2-1-1-9036">Changed<a class="anchor" aria-label="anchor" href="#changed-2-1-1-9036"></a></h3>
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<ul><li>For SIR interpretation, it is now possible to use column names for argument <code>ab</code> and <code>mo</code>: <code>as.sir(..., ab = "column1", mo = "column2")</code>. This greatly improves the flexibility for users.</li>
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<h3 id="changed-2-1-1-9037">Changed<a class="anchor" aria-label="anchor" href="#changed-2-1-1-9037"></a></h3>
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<ul><li>For SIR interpretation, it is now possible to use column names for argument <code>ab</code>, <code>mo</code>, and <code>uti</code>: <code>as.sir(..., ab = "column1", mo = "column2", uti = "column3")</code>. This greatly improves the flexibility for users.</li>
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<li>For MICs:
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<ul><li>Added as valid levels: 4096, 6 powers of 0.0625, and 5 powers of 192 (192, 384, 576, 768, 960)</li>
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<li>Added new argument <code>keep_operators</code> to <code><a href="../reference/as.mic.html">as.mic()</a></code>. This can be <code>"all"</code> (default), <code>"none"</code>, or <code>"edges"</code>. This argument is also available in the new <code><a href="../reference/as.mic.html">rescale_mic()</a></code> and <code>scale_*_mic()</code> functions.</li>
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<li>Improved overall algorithm of <code><a href="../reference/as.ab.html">as.ab()</a></code> for better performance and accuracy</li>
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</ul></div>
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<div class="section level3">
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<h3 id="other-2-1-1-9036">Other<a class="anchor" aria-label="anchor" href="#other-2-1-1-9036"></a></h3>
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<h3 id="other-2-1-1-9037">Other<a class="anchor" aria-label="anchor" href="#other-2-1-1-9037"></a></h3>
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<ul><li>Added Jordan Stull, Matthew Saab, and Javier Sanchez as contributors, to thank them for their valuable input</li>
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</ul></div>
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</div>
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resistance_predict: resistance_predict.html
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welcome_to_AMR: welcome_to_AMR.html
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WHONET: WHONET.html
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last_built: 2024-05-31T08:00Z
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last_built: 2024-05-31T19:27Z
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urls:
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reference: https://msberends.github.io/AMR/reference
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article: https://msberends.github.io/AMR/articles
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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">
|
||||
|
||||
+1
-1
@@ -10,7 +10,7 @@
|
||||
|
||||
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
|
||||
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9036</small>
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9037</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">
|
||||
|
||||
@@ -10,7 +10,7 @@
|
||||
|
||||
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
|
||||
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9036</small>
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9037</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">
|
||||
|
||||
@@ -10,7 +10,7 @@
|
||||
|
||||
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
|
||||
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9036</small>
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9037</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">
|
||||
|
||||
@@ -12,7 +12,7 @@ In short, if you have a column name that resembles an antimicrobial drug, it wil
|
||||
|
||||
<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="">2.1.1.9036</small>
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9037</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">
|
||||
|
||||
@@ -10,7 +10,7 @@
|
||||
|
||||
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
|
||||
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9036</small>
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9037</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">
|
||||
|
||||
@@ -10,7 +10,7 @@
|
||||
|
||||
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
|
||||
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9036</small>
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9037</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">
|
||||
|
||||
@@ -10,7 +10,7 @@
|
||||
|
||||
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
|
||||
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9036</small>
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9037</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">
|
||||
|
||||
+3
-19
@@ -10,7 +10,7 @@
|
||||
|
||||
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
|
||||
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9036</small>
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9037</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">
|
||||
@@ -244,10 +244,7 @@
|
||||
<span class="r-msg co"><span class="r-pr">#></span> all the details of the breakpoint interpretations. Note that some</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> microorganisms might not have breakpoints for each antimicrobial drug in</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> EUCAST 2023.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting disk diffusion zones: 'ampicillin' (AMP), EUCAST 2023...</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> OK </span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> Class 'sir'</span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> [1] R</span>
|
||||
<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in as_sir_method(method_short = "disk", method_long = "disk diffusion zones", x = x, mo = mo, ab = ab, guideline = guideline, uti = uti, conserve_capped_values = FALSE, add_intrinsic_resistance = add_intrinsic_resistance, reference_data = reference_data, include_screening = include_screening, include_PKPD = include_PKPD, breakpoint_type = breakpoint_type, host = NULL, ...):</span> object 'mo_var_found' not found</span>
|
||||
<span class="r-in"><span></span></span>
|
||||
<span class="r-in"><span><span class="co"># interpret whole data set, pretend to be all from urinary tract infections:</span></span></span>
|
||||
<span class="r-in"><span><span class="fu"><a href="as.sir.html">as.sir</a></span><span class="op">(</span><span class="va">df</span>, uti <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span>
|
||||
@@ -255,20 +252,7 @@
|
||||
<span class="r-msg co"><span class="r-pr">#></span> all the details of the breakpoint interpretations. Note that some</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> microorganisms might not have breakpoints for each antimicrobial drug in</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> EUCAST 2023.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting disk diffusion zones: column 'AMP' (ampicillin), EUCAST</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 2023...</span>
|
||||
<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: column 'CIP' (ciprofloxacin), EUCAST</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 2023...</span>
|
||||
<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: column 'GEN' (gentamicin), EUCAST</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 2023...</span>
|
||||
<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: column 'TOB' (tobramycin), EUCAST</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 2023...</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</span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> 1 Escherichia coli S <NA> S S</span>
|
||||
<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in as_sir_method(method_short = "disk", method_long = "disk diffusion zones", x = x, mo = mo, ab = ab, guideline = guideline, uti = uti, conserve_capped_values = FALSE, add_intrinsic_resistance = add_intrinsic_resistance, reference_data = reference_data, include_screening = include_screening, include_PKPD = include_PKPD, breakpoint_type = breakpoint_type, host = NULL, ...):</span> object 'mo_var_found' not found</span>
|
||||
</code></pre></div>
|
||||
</div>
|
||||
</main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
|
||||
|
||||
@@ -10,7 +10,7 @@
|
||||
|
||||
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
|
||||
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9036</small>
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9037</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">
|
||||
@@ -291,12 +291,7 @@
|
||||
<span class="r-msg co"><span class="r-pr">#></span> all the details of the breakpoint interpretations. Note that some</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> microorganisms might not have breakpoints for each antimicrobial drug in</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> EUCAST 2023.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: 'AMX' (amoxicillin), EUCAST 2023...</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 amoxicillin (AMX) in Streptococcus</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> pneumoniae - assuming body site 'Meningitis'.</span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> Class 'sir'</span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> [1] R</span>
|
||||
<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in as_sir_method(method_short = "mic", method_long = "MIC values", x = x, mo = mo, ab = ab, guideline = guideline, uti = uti, conserve_capped_values = conserve_capped_values, add_intrinsic_resistance = add_intrinsic_resistance, reference_data = reference_data, include_screening = include_screening, include_PKPD = include_PKPD, breakpoint_type = breakpoint_type, host = host, ...):</span> object 'mo_var_found' not found</span>
|
||||
<span class="r-in"><span><span class="fu"><a href="as.sir.html">as.sir</a></span><span class="op">(</span></span></span>
|
||||
<span class="r-in"><span> x <span class="op">=</span> <span class="fu">as.mic</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="fl">0.01</span>, <span class="fl">2</span>, <span class="fl">4</span>, <span class="fl">8</span><span class="op">)</span><span class="op">)</span>,</span></span>
|
||||
<span class="r-in"><span> mo <span class="op">=</span> <span class="fu"><a href="as.mo.html">as.mo</a></span><span class="op">(</span><span class="st">"Streptococcus pneumoniae"</span><span class="op">)</span>,</span></span>
|
||||
|
||||
@@ -10,7 +10,7 @@
|
||||
|
||||
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
|
||||
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9036</small>
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9037</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">
|
||||
|
||||
+88
-155
@@ -1,16 +1,16 @@
|
||||
<!DOCTYPE html>
|
||||
<!-- 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="Clean up existing SIR values, or interpret minimum inhibitory concentration (MIC) values and disk diffusion diameters according to EUCAST or CLSI. as.sir() transforms the input to a new class sir, which is an ordered factor.
|
||||
These breakpoints are currently available:
|
||||
For clinical microbiology from EUCAST 2011-2023 and CLSI 2011-2023;
|
||||
For veterinary microbiology from EUCAST 2021-2023 and CLSI 2019-2023;
|
||||
ECOFFs (Epidemiological cut-off values) from EUCAST 2020-2023 and CLSI 2022-2023.
|
||||
These breakpoints are currently implemented:
|
||||
For clinical microbiology: EUCAST 2011-2023 and CLSI 2011-2023;
|
||||
For veterinary microbiology: EUCAST 2021-2023 and CLSI 2019-2023;
|
||||
ECOFFs (Epidemiological cut-off values): EUCAST 2020-2023 and CLSI 2022-2023.
|
||||
|
||||
|
||||
All breakpoints used for interpretation are available in our clinical_breakpoints data set."><title>Translate MIC and Disk Diffusion to SIR, or Clean Existing SIR Data — as.sir • 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-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><link href="../deps/Lato-0.4.9/font.css" rel="stylesheet"><link href="../deps/Fira_Code-0.4.9/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.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></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/2.0.11/clipboard.min.js" integrity="sha512-7O5pXpc0oCRrxk8RUfDYFgn0nO1t+jLuIOQdOMRp4APB7uZ4vSjspzp5y6YDtDs4VzUSTbWzBFZ/LKJhnyFOKw==" crossorigin="anonymous" referrerpolicy="no-referrer"></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="Translate MIC and Disk Diffusion to SIR, or Clean Existing SIR Data — as.sir"><meta property="og:description" content="Clean up existing SIR values, or interpret minimum inhibitory concentration (MIC) values and disk diffusion diameters according to EUCAST or CLSI. as.sir() transforms the input to a new class sir, which is an ordered factor.
|
||||
These breakpoints are currently available:
|
||||
For clinical microbiology from EUCAST 2011-2023 and CLSI 2011-2023;
|
||||
For veterinary microbiology from EUCAST 2021-2023 and CLSI 2019-2023;
|
||||
ECOFFs (Epidemiological cut-off values) from EUCAST 2020-2023 and CLSI 2022-2023.
|
||||
These breakpoints are currently implemented:
|
||||
For clinical microbiology: EUCAST 2011-2023 and CLSI 2011-2023;
|
||||
For veterinary microbiology: EUCAST 2021-2023 and CLSI 2019-2023;
|
||||
ECOFFs (Epidemiological cut-off values): EUCAST 2020-2023 and CLSI 2022-2023.
|
||||
|
||||
|
||||
All breakpoints used for interpretation are available in our clinical_breakpoints data set."><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]>
|
||||
@@ -24,7 +24,7 @@ All breakpoints used for interpretation are available in our clinical_breakpoint
|
||||
|
||||
<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="">2.1.1.9036</small>
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9037</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">
|
||||
@@ -175,9 +175,9 @@ All breakpoints used for interpretation are available in our clinical_breakpoint
|
||||
|
||||
<div class="ref-description section level2">
|
||||
<p>Clean up existing SIR values, or interpret minimum inhibitory concentration (MIC) values and disk diffusion diameters according to EUCAST or CLSI. <code>as.sir()</code> transforms the input to a new class <code>sir</code>, which is an ordered <a href="https://rdrr.io/r/base/factor.html" class="external-link">factor</a>.</p>
|
||||
<p>These breakpoints are currently available:</p><ul><li><p>For <strong>clinical microbiology</strong> from EUCAST 2011-2023 and CLSI 2011-2023;</p></li>
|
||||
<li><p>For <strong>veterinary microbiology</strong> from EUCAST 2021-2023 and CLSI 2019-2023;</p></li>
|
||||
<li><p>ECOFFs (Epidemiological cut-off values) from EUCAST 2020-2023 and CLSI 2022-2023.</p></li>
|
||||
<p>These breakpoints are currently implemented:</p><ul><li><p>For <strong>clinical microbiology</strong>: EUCAST 2011-2023 and CLSI 2011-2023;</p></li>
|
||||
<li><p>For <strong>veterinary microbiology</strong>: EUCAST 2021-2023 and CLSI 2019-2023;</p></li>
|
||||
<li><p>ECOFFs (Epidemiological cut-off values): EUCAST 2020-2023 and CLSI 2022-2023.</p></li>
|
||||
</ul><p>All breakpoints used for interpretation are available in our <a href="clinical_breakpoints.html">clinical_breakpoints</a> data set.</p>
|
||||
</div>
|
||||
|
||||
@@ -292,7 +292,7 @@ All breakpoints used for interpretation are available in our clinical_breakpoint
|
||||
|
||||
|
||||
<dt>uti</dt>
|
||||
<dd><p>(Urinary Tract Infection) A vector with <a href="https://rdrr.io/r/base/logical.html" class="external-link">logical</a>s (<code>TRUE</code> or <code>FALSE</code>) to specify whether a UTI specific interpretation from the guideline should be chosen. For using <code>as.sir()</code> on a <a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a>, this can also be a column containing <a href="https://rdrr.io/r/base/logical.html" class="external-link">logical</a>s or when left blank, the data set will be searched for a column 'specimen', and rows within this column containing 'urin' (such as 'urine', 'urina') will be regarded isolates from a UTI. See <em>Examples</em>.</p></dd>
|
||||
<dd><p>(Urinary Tract Infection) a vector (or column name) with <a href="https://rdrr.io/r/base/logical.html" class="external-link">logical</a>s (<code>TRUE</code> or <code>FALSE</code>) to specify whether a UTI specific interpretation from the guideline should be chosen. For using <code>as.sir()</code> on a <a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a>, this can also be a column containing <a href="https://rdrr.io/r/base/logical.html" class="external-link">logical</a>s or when left blank, the data set will be searched for a column 'specimen', and rows within this column containing 'urin' (such as 'urine', 'urina') will be regarded isolates from a UTI. See <em>Examples</em>.</p></dd>
|
||||
|
||||
|
||||
<dt>conserve_capped_values</dt>
|
||||
@@ -347,19 +347,23 @@ All breakpoints used for interpretation are available in our clinical_breakpoint
|
||||
|
||||
<p>The <code>as.sir()</code> function can work in four ways:</p><ol><li><p>For <strong>cleaning raw / untransformed data</strong>. The data will be cleaned to only contain valid values, namely: <strong>S</strong> for susceptible, <strong>I</strong> for intermediate or 'susceptible, increased exposure', <strong>R</strong> for resistant, <strong>N</strong> for non-interpretable, and <strong>SDD</strong> for susceptible dose-dependent. Each of these can be set using a <a href="https://rdrr.io/r/base/regex.html" class="external-link">regular expression</a>. Furthermore, <code>as.sir()</code> will try its best to clean with some intelligence. For example, mixed values with SIR 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 invalid.</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>, SIR interpretation can be done very easily with either:</p>
|
||||
<p></p><div class="sourceCode"><pre><code><span id="cb1-1"><a href="#cb1-1" tabindex="-1"></a>your_data <span class="sc">%>%</span> <span class="fu">mutate_if</span>(is.mic, as.sir)</span>
|
||||
<span id="cb1-2"><a href="#cb1-2" 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.sir))</span>
|
||||
<span id="cb1-3"><a href="#cb1-3" tabindex="-1"></a></span>
|
||||
<span id="cb1-4"><a href="#cb1-4" tabindex="-1"></a><span class="co"># for veterinary breakpoints, also set `host`:</span></span>
|
||||
<span id="cb1-5"><a href="#cb1-5" tabindex="-1"></a>your_data <span class="sc">%>%</span> <span class="fu">mutate_if</span>(is.mic, as.sir, <span class="at">host =</span> <span class="st">"column_with_animal_hosts"</span>, <span class="at">guideline =</span> <span class="st">"CLSI"</span>)</span></code></pre><p></p></div></li>
|
||||
<p></p><div class="sourceCode r"><pre><code><span><span class="va">your_data</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%>%</a></span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate_all.html" class="external-link">mutate_if</a></span><span class="op">(</span><span class="va">is.mic</span>, <span class="va">as.sir</span><span class="op">)</span></span>
|
||||
<span><span class="va">your_data</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%>%</a></span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate.html" class="external-link">mutate</a></span><span class="op">(</span><span class="fu"><a href="https://dplyr.tidyverse.org/reference/across.html" class="external-link">across</a></span><span class="op">(</span><span class="fu"><a href="https://tidyselect.r-lib.org/reference/where.html" class="external-link">where</a></span><span class="op">(</span><span class="va">is.mic</span><span class="op">)</span>, <span class="va">as.sir</span><span class="op">)</span><span class="op">)</span></span>
|
||||
<span><span class="va">your_data</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%>%</a></span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate_all.html" class="external-link">mutate_if</a></span><span class="op">(</span><span class="va">is.mic</span>, <span class="va">as.sir</span>, ab <span class="op">=</span> <span class="st">"column_with_antibiotics"</span>, mo <span class="op">=</span> <span class="st">"column_with_microorganisms"</span><span class="op">)</span></span>
|
||||
<span><span class="va">your_data</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%>%</a></span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate_all.html" class="external-link">mutate_if</a></span><span class="op">(</span><span class="va">is.mic</span>, <span class="va">as.sir</span>, ab <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"cipro"</span>, <span class="st">"ampicillin"</span>, <span class="va">...</span><span class="op">)</span>, mo <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">"E. coli"</span>, <span class="st">"K. pneumoniae"</span>, <span class="va">...</span><span class="op">)</span><span class="op">)</span></span>
|
||||
<span></span>
|
||||
<span><span class="co"># for veterinary breakpoints, also set `host`:</span></span>
|
||||
<span><span class="va">your_data</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%>%</a></span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate_all.html" class="external-link">mutate_if</a></span><span class="op">(</span><span class="va">is.mic</span>, <span class="va">as.sir</span>, host <span class="op">=</span> <span class="st">"column_with_animal_hosts"</span>, guideline <span class="op">=</span> <span class="st">"CLSI"</span><span class="op">)</span></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>, SIR interpretation can be done very easily with either:</p>
|
||||
<p></p><div class="sourceCode"><pre><code><span id="cb1-1"><a href="#cb1-1" tabindex="-1"></a>your_data <span class="sc">%>%</span> <span class="fu">mutate_if</span>(is.disk, as.sir)</span>
|
||||
<span id="cb1-2"><a href="#cb1-2" 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.sir))</span>
|
||||
<span id="cb1-3"><a href="#cb1-3" tabindex="-1"></a></span>
|
||||
<span id="cb1-4"><a href="#cb1-4" tabindex="-1"></a><span class="co"># for veterinary breakpoints, also set `host`:</span></span>
|
||||
<span id="cb1-5"><a href="#cb1-5" tabindex="-1"></a>your_data <span class="sc">%>%</span> <span class="fu">mutate_if</span>(is.disk, as.sir, <span class="at">host =</span> <span class="st">"column_with_animal_hosts"</span>, <span class="at">guideline =</span> <span class="st">"CLSI"</span>)</span></code></pre><p></p></div></li>
|
||||
<p></p><div class="sourceCode r"><pre><code><span><span class="va">your_data</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%>%</a></span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate_all.html" class="external-link">mutate_if</a></span><span class="op">(</span><span class="va">is.disk</span>, <span class="va">as.sir</span><span class="op">)</span></span>
|
||||
<span><span class="va">your_data</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%>%</a></span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate.html" class="external-link">mutate</a></span><span class="op">(</span><span class="fu"><a href="https://dplyr.tidyverse.org/reference/across.html" class="external-link">across</a></span><span class="op">(</span><span class="fu"><a href="https://tidyselect.r-lib.org/reference/where.html" class="external-link">where</a></span><span class="op">(</span><span class="va">is.disk</span><span class="op">)</span>, <span class="va">as.sir</span><span class="op">)</span><span class="op">)</span></span>
|
||||
<span><span class="va">your_data</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%>%</a></span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate_all.html" class="external-link">mutate_if</a></span><span class="op">(</span><span class="va">is.disk</span>, <span class="va">as.sir</span>, ab <span class="op">=</span> <span class="st">"column_with_antibiotics"</span>, mo <span class="op">=</span> <span class="st">"column_with_microorganisms"</span><span class="op">)</span></span>
|
||||
<span><span class="va">your_data</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%>%</a></span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate_all.html" class="external-link">mutate_if</a></span><span class="op">(</span><span class="va">is.disk</span>, <span class="va">as.sir</span>, ab <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"cipro"</span>, <span class="st">"ampicillin"</span>, <span class="va">...</span><span class="op">)</span>, mo <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">"E. coli"</span>, <span class="st">"K. pneumoniae"</span>, <span class="va">...</span><span class="op">)</span><span class="op">)</span></span>
|
||||
<span></span>
|
||||
<span><span class="co"># for veterinary breakpoints, also set `host`:</span></span>
|
||||
<span><span class="va">your_data</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%>%</a></span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate_all.html" class="external-link">mutate_if</a></span><span class="op">(</span><span class="va">is.disk</span>, <span class="va">as.sir</span>, host <span class="op">=</span> <span class="st">"column_with_animal_hosts"</span>, guideline <span class="op">=</span> <span class="st">"CLSI"</span><span class="op">)</span></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.sir(your_data)</code>.</p></li>
|
||||
</ol><p><strong>For points 2, 3 and 4: Use <code>sir_interpretation_history()</code></strong> 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.sir()</code> call.</p>
|
||||
@@ -576,50 +580,17 @@ A microorganism is categorised as "Resistant" when there is a high likelihood of
|
||||
<span class="r-msg co"><span class="r-pr">#></span> all the details of the breakpoint interpretations. Note that some</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> microorganisms might not have breakpoints for each antimicrobial drug in</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> EUCAST 2023.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: column 'AMP' (ampicillin), EUCAST 2023...</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 ampicillin (AMP) in</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Escherichia coli - assuming body site 'Intravenous'. Use argument uti to</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> set which isolates are from urine. See ?as.sir.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: column 'CIP' (ciprofloxacin), EUCAST 2023...</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 ciprofloxacin (CIP) in Escherichia coli</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> - assuming body site 'Non-meningitis'.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting disk diffusion zones: column 'GEN' (gentamicin), EUCAST</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 2023...</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 an unspecified body site. Use argument uti to</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> set which isolates are from urine. See ?as.sir.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting disk diffusion zones: column 'TOB' (tobramycin), EUCAST</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 2023...</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 an unspecified body site. Use argument uti to</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> set which isolates are from urine. See ?as.sir.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Assigning class 'sir' 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>
|
||||
<span class="r-out co"><span class="r-pr">#></span> 1 Escherichia coli S I S S R</span>
|
||||
<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in as_sir_method(method_short = "mic", method_long = "MIC values", x = x, mo = mo, ab = ab, guideline = guideline, uti = uti, conserve_capped_values = conserve_capped_values, add_intrinsic_resistance = add_intrinsic_resistance, reference_data = reference_data, include_screening = include_screening, include_PKPD = include_PKPD, breakpoint_type = breakpoint_type, host = host, ...):</span> object 'mo_var_found' not found</span>
|
||||
<span class="r-in"><span></span></span>
|
||||
<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">sir_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: 13 × 14</span></span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> datetime index ab_user mo_user ab mo input</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;"><chr></span> <span style="color: #949494; font-style: italic;"><ab></span> <span style="color: #949494; font-style: italic;"><mo></span> <span style="color: #949494; font-style: italic;"><dbl></span></span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 1</span> 2024-05-31 <span style="color: #949494;">08:01:26</span> 1 TOB Escherich… TOB B_[ORD]_ENTRBCTR 16 </span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 2</span> 2024-05-31 <span style="color: #949494;">08:01:26</span> 1 GEN Escherich… GEN B_[ORD]_ENTRBCTR 18 </span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 3</span> 2024-05-31 <span style="color: #949494;">08:01:26</span> 1 CIP Escherich… CIP B_[ORD]_ENTRBCTR 0.256</span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 4</span> 2024-05-31 <span style="color: #949494;">08:01:26</span> 1 AMP Escherich… AMP B_[ORD]_ENTRBCTR 8 </span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 5</span> 2024-05-31 <span style="color: #949494;">08:01:21</span> 1 AMX B_STRPT_P… AMX B_STRPT_PNMN 0.01 </span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 6</span> 2024-05-31 <span style="color: #949494;">08:01:21</span> 2 AMX B_STRPT_P… AMX B_STRPT_PNMN 2 </span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 7</span> 2024-05-31 <span style="color: #949494;">08:01:21</span> 3 AMX B_STRPT_P… AMX B_STRPT_PNMN 4 </span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 8</span> 2024-05-31 <span style="color: #949494;">08:01:21</span> 4 AMX B_STRPT_P… AMX B_STRPT_PNMN 8 </span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 9</span> 2024-05-31 <span style="color: #949494;">08:01:21</span> 1 AMX B_STRPT_P… AMX B_STRPT_PNMN 2 </span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;">10</span> 2024-05-31 <span style="color: #949494;">08:01:21</span> 1 TOB Escherich… TOB B_[ORD]_ENTRBCTR 16 </span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;">11</span> 2024-05-31 <span style="color: #949494;">08:01:21</span> 1 GEN Escherich… GEN B_[ORD]_ENTRBCTR 18 </span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;">12</span> 2024-05-31 <span style="color: #949494;">08:01:20</span> 1 AMP Escherich… AMP B_[ORD]_ENTRBCTR 20 </span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;">13</span> 2024-05-31 <span style="color: #949494;">08:01:20</span> 1 ampicillin Strep pneu AMP B_STRPT_PNMN 18 </span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #949494;"># A tibble: 4 × 14</span></span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> datetime index ab_user mo_user ab mo input</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;"><mo></span> <span style="color: #949494; font-style: italic;"><ab></span> <span style="color: #949494; font-style: italic;"><mo></span> <span style="color: #949494; font-style: italic;"><dbl></span></span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;">1</span> 2024-05-31 <span style="color: #949494;">19:28:05</span> 1 AMX B_STRPT_PNMN AMX B_STRPT_PNMN 0.01</span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;">2</span> 2024-05-31 <span style="color: #949494;">19:28:05</span> 2 AMX B_STRPT_PNMN AMX B_STRPT_PNMN 2 </span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;">3</span> 2024-05-31 <span style="color: #949494;">19:28:05</span> 3 AMX B_STRPT_PNMN AMX B_STRPT_PNMN 4 </span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;">4</span> 2024-05-31 <span style="color: #949494;">19:28:05</span> 4 AMX B_STRPT_PNMN AMX B_STRPT_PNMN 8 </span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #949494;"># ℹ 7 more variables: outcome <sir>, method <chr>, breakpoint_S_R <chr>,</span></span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #949494;"># guideline <chr>, host <chr>, ref_table <chr>, uti <lgl></span></span>
|
||||
<span class="r-in"><span></span></span>
|
||||
@@ -634,12 +605,7 @@ A microorganism is categorised as "Resistant" when there is a high likelihood of
|
||||
<span class="r-msg co"><span class="r-pr">#></span> all the details of the breakpoint interpretations. Note that some</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> microorganisms might not have breakpoints for each antimicrobial drug in</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> EUCAST 2023.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: 'AMP' (ampicillin), EUCAST 2023...</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 'sir'</span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> [1] R</span>
|
||||
<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in as_sir_method(method_short = "mic", method_long = "MIC values", x = x, mo = mo, ab = ab, guideline = guideline, uti = uti, conserve_capped_values = conserve_capped_values, add_intrinsic_resistance = add_intrinsic_resistance, reference_data = reference_data, include_screening = include_screening, include_PKPD = include_PKPD, breakpoint_type = breakpoint_type, host = host, ...):</span> object 'mo_var_found' not found</span>
|
||||
<span class="r-in"><span></span></span>
|
||||
<span class="r-in"><span><span class="fu">as.sir</span><span class="op">(</span></span></span>
|
||||
<span class="r-in"><span> x <span class="op">=</span> <span class="fu"><a href="as.disk.html">as.disk</a></span><span class="op">(</span><span class="fl">18</span><span class="op">)</span>,</span></span>
|
||||
@@ -651,10 +617,7 @@ A microorganism is categorised as "Resistant" when there is a high likelihood of
|
||||
<span class="r-msg co"><span class="r-pr">#></span> all the details of the breakpoint interpretations. Note that some</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> microorganisms might not have breakpoints for each antimicrobial drug in</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> EUCAST 2023.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting disk diffusion zones: 'ampicillin' (AMP), EUCAST 2023...</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> OK </span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> Class 'sir'</span>
|
||||
<span class="r-out co"><span class="r-pr">#></span> [1] R</span>
|
||||
<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in as_sir_method(method_short = "disk", method_long = "disk diffusion zones", x = x, mo = mo, ab = ab, guideline = guideline, uti = uti, conserve_capped_values = FALSE, add_intrinsic_resistance = add_intrinsic_resistance, reference_data = reference_data, include_screening = include_screening, include_PKPD = include_PKPD, breakpoint_type = breakpoint_type, host = NULL, ...):</span> object 'mo_var_found' not found</span>
|
||||
<span class="r-in"><span></span></span>
|
||||
<span class="r-in"><span><span class="co"># \donttest{</span></span></span>
|
||||
<span class="r-in"><span><span class="co"># the dplyr way</span></span></span>
|
||||
@@ -692,25 +655,25 @@ A microorganism is categorised as "Resistant" when there is a high likelihood of
|
||||
<span class="r-msg co"><span class="r-pr">#></span> EUCAST 2023.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: 'AMP' (ampicillin) based on column</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism', EUCAST 2023...</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 ampicillin (AMP) in</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Escherichia coli - assuming body site 'Intravenous'. Use argument uti to</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> set which isolates are from urine. See ?as.sir.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> OK </span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: 'CIP' (ciprofloxacin) based on column</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism', EUCAST 2023...</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 ciprofloxacin (CIP) in Escherichia coli</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> - assuming body site 'Non-meningitis'.</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>There were 2 warnings in `mutate()`.</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> The first warning was:</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> In argument: `AMP = (function (x, ...) ...`.</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> Caused by warning:</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> <span style="color: #BBBB00;">!</span> invalid microorganism code, NA generated</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> Run `dplyr::last_dplyr_warnings()` to see the 1 remaining warning.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> ℹ Run sir_interpretation_history() afterwards to retrieve a logbook with</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> all the details of the breakpoint interpretations. Note that some</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> microorganisms might not have breakpoints for each antimicrobial drug in</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> EUCAST 2023.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: 'AMP' (ampicillin) based on column</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism', EUCAST 2023...</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 ampicillin (AMP) in</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Escherichia coli - assuming body site 'Intravenous'. Use argument uti to</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> set which isolates are from urine. See ?as.sir.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> OK </span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: 'CIP' (ciprofloxacin) based on column</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism', EUCAST 2023...</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> NOTE </span>
|
||||
@@ -718,41 +681,41 @@ A microorganism is categorised as "Resistant" when there is a high likelihood of
|
||||
<span class="r-msg co"><span class="r-pr">#></span> - assuming body site 'Non-meningitis'.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting disk diffusion zones: 'GEN' (gentamicin) based on column</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism', EUCAST 2023...</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 an unspecified body site. Use argument uti to</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> set which isolates are from urine. See ?as.sir.</span>
|
||||
<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: 'TOB' (tobramycin) based on column</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism', EUCAST 2023...</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 an unspecified body site. Use argument uti to</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> set which isolates are from urine. See ?as.sir.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> OK </span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>There were 4 warnings in `mutate()`.</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> The first warning was:</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> In argument: `AMP = (function (x, ...) ...`.</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> Caused by warning:</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> <span style="color: #BBBB00;">!</span> invalid microorganism code, NA generated</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> Run `dplyr::last_dplyr_warnings()` to see the 3 remaining warnings.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> ℹ Run sir_interpretation_history() afterwards to retrieve a logbook with</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> all the details of the breakpoint interpretations. Note that some</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> microorganisms might not have breakpoints for each antimicrobial drug in</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> EUCAST 2023.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: 'AMP' (ampicillin) based on column</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism', EUCAST 2023...</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 ampicillin (AMP) in</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Escherichia coli - assuming body site 'Intravenous'. Use argument uti to</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> set which isolates are from urine. See ?as.sir.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> OK </span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: 'CIP' (ciprofloxacin) based on column</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism', EUCAST 2023...</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 ciprofloxacin (CIP) in Escherichia coli</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> - assuming body site 'Non-meningitis'.</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>There were 2 warnings in `mutate()`.</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> The first warning was:</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> In argument: `across(where(is.mic), as.sir)`.</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> Caused by warning:</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> <span style="color: #BBBB00;">!</span> invalid microorganism code, NA generated</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> Run `dplyr::last_dplyr_warnings()` to see the 1 remaining warning.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> ℹ Run sir_interpretation_history() afterwards to retrieve a logbook with</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> all the details of the breakpoint interpretations. Note that some</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> microorganisms might not have breakpoints for each antimicrobial drug in</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> EUCAST 2023.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: 'AMP' (ampicillin) based on column</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism', EUCAST 2023...</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 ampicillin (AMP) in</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Escherichia coli - assuming body site 'Intravenous'. Use argument uti to</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> set which isolates are from urine. See ?as.sir.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> OK </span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: 'CIP' (ciprofloxacin) based on column</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism', EUCAST 2023...</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> NOTE </span>
|
||||
@@ -760,26 +723,23 @@ A microorganism is categorised as "Resistant" when there is a high likelihood of
|
||||
<span class="r-msg co"><span class="r-pr">#></span> - assuming body site 'Non-meningitis'.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting disk diffusion zones: 'GEN' (gentamicin) based on column</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism', EUCAST 2023...</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 an unspecified body site. Use argument uti to</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> set which isolates are from urine. See ?as.sir.</span>
|
||||
<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: 'TOB' (tobramycin) based on column</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism', EUCAST 2023...</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 an unspecified body site. Use argument uti to</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> set which isolates are from urine. See ?as.sir.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> OK </span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>There were 4 warnings in `mutate()`.</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> The first warning was:</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> In argument: `AMP = (function (x, ...) ...`.</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> Caused by warning:</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> <span style="color: #BBBB00;">!</span> invalid microorganism code, NA generated</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> Run `dplyr::last_dplyr_warnings()` to see the 3 remaining warnings.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> ℹ Run sir_interpretation_history() afterwards to retrieve a logbook with</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> all the details of the breakpoint interpretations. Note that some</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> microorganisms might not have breakpoints for each antimicrobial drug in</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> EUCAST 2023.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: 'AMP' (ampicillin) based on column</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism', EUCAST 2023...</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 ampicillin (AMP) in</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Escherichia coli - assuming body site 'Intravenous'. Use argument uti to</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> set which isolates are from urine. See ?as.sir.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> OK </span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: 'CIP' (ciprofloxacin) based on column</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism', EUCAST 2023...</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> NOTE </span>
|
||||
@@ -787,26 +747,23 @@ A microorganism is categorised as "Resistant" when there is a high likelihood of
|
||||
<span class="r-msg co"><span class="r-pr">#></span> - assuming body site 'Non-meningitis'.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting disk diffusion zones: 'GEN' (gentamicin) based on column</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism', EUCAST 2023...</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 an unspecified body site. Use argument uti to</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> set which isolates are from urine. See ?as.sir.</span>
|
||||
<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: 'TOB' (tobramycin) based on column</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism', EUCAST 2023...</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 an unspecified body site. Use argument uti to</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> set which isolates are from urine. See ?as.sir.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> OK </span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>There were 4 warnings in `mutate()`.</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> The first warning was:</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> In argument: `across(AMP:TOB, as.sir)`.</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> Caused by warning:</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> <span style="color: #BBBB00;">!</span> invalid microorganism code, NA generated</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> Run `dplyr::last_dplyr_warnings()` to see the 3 remaining warnings.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> ℹ Run sir_interpretation_history() afterwards to retrieve a logbook with</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> all the details of the breakpoint interpretations. Note that some</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> microorganisms might not have breakpoints for each antimicrobial drug in</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> EUCAST 2023.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: 'AMP' (ampicillin) based on column</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism', EUCAST 2023...</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 ampicillin (AMP) in</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Escherichia coli - assuming body site 'Intravenous'. Use argument uti to</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> set which isolates are from urine. See ?as.sir.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> OK </span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: 'CIP' (ciprofloxacin) based on column</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism', EUCAST 2023...</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> NOTE </span>
|
||||
@@ -814,45 +771,21 @@ A microorganism is categorised as "Resistant" when there is a high likelihood of
|
||||
<span class="r-msg co"><span class="r-pr">#></span> - assuming body site 'Non-meningitis'.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting disk diffusion zones: 'GEN' (gentamicin) based on column</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism', EUCAST 2023...</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 an unspecified body site. Use argument uti to</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> set which isolates are from urine. See ?as.sir.</span>
|
||||
<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: 'TOB' (tobramycin) based on column</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> 'microorganism', EUCAST 2023...</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 an unspecified body site. Use argument uti to</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> set which isolates are from urine. See ?as.sir.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> OK </span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> <span class="warning">Warning: </span>There were 4 warnings in `mutate()`.</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> The first warning was:</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> In argument: `AMP = (function (x, ...) ...`.</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> Caused by warning:</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> <span style="color: #BBBB00;">!</span> invalid microorganism code, NA generated</span>
|
||||
<span class="r-wrn co"><span class="r-pr">#></span> <span style="color: #00BBBB;">ℹ</span> Run `dplyr::last_dplyr_warnings()` to see the 3 remaining warnings.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> ℹ Run sir_interpretation_history() afterwards to retrieve a logbook with</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> all the details of the breakpoint interpretations. Note that some</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> microorganisms might not have breakpoints for each antimicrobial drug in</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> EUCAST 2023.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: column for NIT, EUCAST 2023...</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> OK </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.sir(uti = FALSE) to prevent this.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> ℹ Run sir_interpretation_history() afterwards to retrieve a logbook with</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> all the details of the breakpoint interpretations. Note that some</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> microorganisms might not have breakpoints for each antimicrobial drug in</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> EUCAST 2023.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: column for NIT, EUCAST 2023...</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> OK </span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> ℹ Run sir_interpretation_history() afterwards to retrieve a logbook with</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> all the details of the breakpoint interpretations. Note that some</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> microorganisms might not have breakpoints for each antimicrobial drug in</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> EUCAST 2023.</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: 'AMP' (ampicillin), EUCAST 2023...</span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> OK </span>
|
||||
<span class="r-msg co"><span class="r-pr">#></span> Interpreting MIC values: 'CIP' (ciprofloxacin), EUCAST 2023...</span>
|
||||
<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: 'GEN' (gentamicin), EUCAST 2023...</span>
|
||||
<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: 'TOB' (tobramycin), EUCAST 2023...</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>
|
||||
<span class="r-out co"><span class="r-pr">#></span> 1 Escherichia coli S <NA> S S R</span>
|
||||
<span class="r-err co"><span class="r-pr">#></span> <span class="error">Error in as_sir_method(method_short = "mic", method_long = "MIC values", x = x, mo = mo, ab = ab, guideline = guideline, uti = uti, conserve_capped_values = conserve_capped_values, add_intrinsic_resistance = add_intrinsic_resistance, reference_data = reference_data, include_screening = include_screening, include_PKPD = include_PKPD, breakpoint_type = breakpoint_type, host = host, ...):</span> object 'mo_var_found' not found</span>
|
||||
<span class="r-in"><span></span></span>
|
||||
<span class="r-in"><span><span class="co"># For CLEANING existing SIR values ------------------------------------</span></span></span>
|
||||
<span class="r-in"><span></span></span>
|
||||
|
||||
@@ -10,7 +10,7 @@
|
||||
|
||||
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
|
||||
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9036</small>
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9037</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">
|
||||
|
||||
@@ -10,7 +10,7 @@
|
||||
|
||||
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
|
||||
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9036</small>
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9037</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">
|
||||
|
||||
@@ -10,7 +10,7 @@
|
||||
|
||||
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
|
||||
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9036</small>
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9037</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">
|
||||
|
||||
@@ -10,7 +10,7 @@
|
||||
|
||||
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
|
||||
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9036</small>
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9037</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">
|
||||
|
||||
@@ -10,7 +10,7 @@
|
||||
|
||||
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
|
||||
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9036</small>
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9037</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">
|
||||
|
||||
@@ -16,7 +16,7 @@ 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>
|
||||
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9036</small>
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9037</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">
|
||||
|
||||
@@ -12,7 +12,7 @@ count_resistant() should be used to count resistant isolates, count_susceptible(
|
||||
|
||||
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
|
||||
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9036</small>
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9037</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">
|
||||
|
||||
@@ -10,7 +10,7 @@
|
||||
|
||||
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
|
||||
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9036</small>
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9037</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">
|
||||
|
||||
@@ -10,7 +10,7 @@
|
||||
|
||||
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
|
||||
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9036</small>
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9037</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">
|
||||
|
||||
@@ -12,7 +12,7 @@ To improve the interpretation of the antibiogram before EUCAST rules are applied
|
||||
|
||||
<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="">2.1.1.9036</small>
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9037</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">
|
||||
|
||||
@@ -10,7 +10,7 @@
|
||||
|
||||
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
|
||||
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9036</small>
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9037</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">
|
||||
|
||||
@@ -10,7 +10,7 @@
|
||||
|
||||
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
|
||||
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9036</small>
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9037</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">
|
||||
|
||||
@@ -12,7 +12,7 @@
|
||||
|
||||
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
|
||||
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9036</small>
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9037</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">
|
||||
|
||||
@@ -10,7 +10,7 @@
|
||||
|
||||
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
|
||||
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9036</small>
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9037</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">
|
||||
|
||||
@@ -10,7 +10,7 @@
|
||||
|
||||
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
|
||||
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9036</small>
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9037</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">
|
||||
|
||||
@@ -10,7 +10,7 @@
|
||||
|
||||
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
|
||||
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9036</small>
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9037</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">
|
||||
|
||||
@@ -10,7 +10,7 @@
|
||||
|
||||
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
|
||||
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9036</small>
|
||||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9037</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">
|
||||
|
||||
@@ -10,7 +10,7 @@
|
||||
|
||||
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
|
||||
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[{"path":"https://msberends.github.io/AMR/articles/AMR.html","id":"introduction","dir":"Articles","previous_headings":"","what":"Introduction","title":"How to conduct AMR data analysis","text":"Conducting AMR data analysis unfortunately requires -depth knowledge different scientific fields, makes hard right. least, requires: Good questions (always start !) reliable data thorough understanding (clinical) epidemiology, understand clinical epidemiological relevance possible bias results thorough understanding (clinical) microbiology/infectious diseases, understand microorganisms causal infections implications pharmaceutical treatment, well understanding intrinsic acquired microbial resistance Experience data analysis microbiological tests results, understand determination limitations MIC values interpretations SIR values Availability biological taxonomy microorganisms probably normalisation factors pharmaceuticals, defined daily doses (DDD) Available (inter-)national guidelines, profound methods apply course, instantly provide knowledge experience. AMR package, aimed providing (1) tools simplify antimicrobial resistance data cleaning, transformation analysis, (2) methods easily incorporate international guidelines (3) scientifically reliable reference data, including requirements mentioned . AMR package enables standardised reproducible AMR data analysis, application evidence-based rules, determination first isolates, translation various codes microorganisms antimicrobial agents, determination (multi-drug) resistant microorganisms, calculation antimicrobial resistance, prevalence future trends.","code":""},{"path":"https://msberends.github.io/AMR/articles/AMR.html","id":"preparation","dir":"Articles","previous_headings":"","what":"Preparation","title":"How to conduct AMR data analysis","text":"tutorial, create fake demonstration data work . can skip Cleaning data already data ready. start analysis, try make structure data generally look like :","code":""},{"path":"https://msberends.github.io/AMR/articles/AMR.html","id":"needed-r-packages","dir":"Articles","previous_headings":"Preparation","what":"Needed R packages","title":"How to conduct AMR data analysis","text":"many uses R, need additional packages AMR data analysis. package works closely together tidyverse packages dplyr ggplot2 RStudio. tidyverse tremendously improves way conduct data science - allows natural way writing syntaxes creating beautiful plots R. also use cleaner package, can used cleaning data creating frequency tables. AMR package contains data set example_isolates_unclean, might look data users extracted laboratory systems: AMR data analysis, like microorganism column contain valid, --date taxonomy, antibiotic columns cleaned SIR values well.","code":"library(dplyr) library(ggplot2) library(AMR) # (if not yet installed, install with:) # install.packages(c(\"dplyr\", \"ggplot2\", \"AMR\")) example_isolates_unclean #> # A tibble: 3,000 × 8 #> patient_id hospital date bacteria AMX AMC CIP GEN #> <chr> <chr> <date> <chr> <chr> <chr> <chr> <chr> #> 1 J3 A 2012-11-21 E. coli R I S S #> 2 R7 A 2018-04-03 K. pneumoniae R I S S #> 3 P3 A 2014-09-19 E. coli R S S S #> 4 P10 A 2015-12-10 E. coli S I S S #> 5 B7 A 2015-03-02 E. coli S S S S #> 6 W3 A 2018-03-31 S. aureus R S R S #> 7 J8 A 2016-06-14 E. coli R S S S #> 8 M3 A 2015-10-25 E. coli R S S S #> 9 J3 A 2019-06-19 E. coli S S S S #> 10 G6 A 2015-04-27 S. aureus S S S S #> # ℹ 2,990 more rows # we will use 'our_data' as the data set name for this tutorial our_data <- example_isolates_unclean"},{"path":"https://msberends.github.io/AMR/articles/AMR.html","id":"taxonomy-of-microorganisms","dir":"Articles","previous_headings":"Preparation","what":"Taxonomy of microorganisms","title":"How to conduct AMR data analysis","text":".mo(), users can transform arbitrary microorganism names codes current taxonomy. AMR package contains --date taxonomic data. specific, currently included data retrieved 11 Dec 2022. codes AMR packages come .mo() short, still human readable. importantly, .mo() supports kinds input: first character codes denote taxonomic kingdom, Bacteria (B), Fungi (F), Protozoa (P). AMR package also contain functions directly retrieve taxonomic properties, name, genus, species, family, order, even Gram-stain. start mo_ use .mo() internally, still arbitrary user input can used: Now can thus clean data: Apparently, uncertainty translation taxonomic codes. Let’s check : ’s good.","code":"as.mo(\"Klebsiella pneumoniae\") #> Class 'mo' #> [1] B_KLBSL_PNMN as.mo(\"K. pneumoniae\") #> ClaLine truncated
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[{"path":"https://msberends.github.io/AMR/articles/AMR.html","id":"introduction","dir":"Articles","previous_headings":"","what":"Introduction","title":"How to conduct AMR data analysis","text":"Conducting AMR data analysis unfortunately requires -depth knowledge different scientific fields, makes hard right. least, requires: Good questions (always start !) reliable data thorough understanding (clinical) epidemiology, understand clinical epidemiological relevance possible bias results thorough understanding (clinical) microbiology/infectious diseases, understand microorganisms causal infections implications pharmaceutical treatment, well understanding intrinsic acquired microbial resistance Experience data analysis microbiological tests results, understand determination limitations MIC values interpretations SIR values Availability biological taxonomy microorganisms probably normalisation factors pharmaceuticals, defined daily doses (DDD) Available (inter-)national guidelines, profound methods apply course, instantly provide knowledge experience. AMR package, aimed providing (1) tools simplify antimicrobial resistance data cleaning, transformation analysis, (2) methods easily incorporate international guidelines (3) scientifically reliable reference data, including requirements mentioned . AMR package enables standardised reproducible AMR data analysis, application evidence-based rules, determination first isolates, translation various codes microorganisms antimicrobial agents, determination (multi-drug) resistant microorganisms, calculation antimicrobial resistance, prevalence future trends.","code":""},{"path":"https://msberends.github.io/AMR/articles/AMR.html","id":"preparation","dir":"Articles","previous_headings":"","what":"Preparation","title":"How to conduct AMR data analysis","text":"tutorial, create fake demonstration data work . can skip Cleaning data already data ready. start analysis, try make structure data generally look like :","code":""},{"path":"https://msberends.github.io/AMR/articles/AMR.html","id":"needed-r-packages","dir":"Articles","previous_headings":"Preparation","what":"Needed R packages","title":"How to conduct AMR data analysis","text":"many uses R, need additional packages AMR data analysis. package works closely together tidyverse packages dplyr ggplot2 RStudio. tidyverse tremendously improves way conduct data science - allows natural way writing syntaxes creating beautiful plots R. also use cleaner package, can used cleaning data creating frequency tables. AMR package contains data set example_isolates_unclean, might look data users extracted laboratory systems: AMR data analysis, like microorganism column contain valid, --date taxonomy, antibiotic columns cleaned SIR values well.","code":"library(dplyr) library(ggplot2) library(AMR) # (if not yet installed, install with:) # install.packages(c(\"dplyr\", \"ggplot2\", \"AMR\")) example_isolates_unclean #> # A tibble: 3,000 × 8 #> patient_id hospital date bacteria AMX AMC CIP GEN #> <chr> <chr> <date> <chr> <chr> <chr> <chr> <chr> #> 1 J3 A 2012-11-21 E. coli R I S S #> 2 R7 A 2018-04-03 K. pneumoniae R I S S #> 3 P3 A 2014-09-19 E. coli R S S S #> 4 P10 A 2015-12-10 E. coli S I S S #> 5 B7 A 2015-03-02 E. coli S S S S #> 6 W3 A 2018-03-31 S. aureus R S R S #> 7 J8 A 2016-06-14 E. coli R S S S #> 8 M3 A 2015-10-25 E. coli R S S S #> 9 J3 A 2019-06-19 E. coli S S S S #> 10 G6 A 2015-04-27 S. aureus S S S S #> # ℹ 2,990 more rows # we will use 'our_data' as the data set name for this tutorial our_data <- example_isolates_unclean"},{"path":"https://msberends.github.io/AMR/articles/AMR.html","id":"taxonomy-of-microorganisms","dir":"Articles","previous_headings":"Preparation","what":"Taxonomy of microorganisms","title":"How to conduct AMR data analysis","text":".mo(), users can transform arbitrary microorganism names codes current taxonomy. AMR package contains --date taxonomic data. specific, currently included data retrieved 11 Dec 2022. codes AMR packages come .mo() short, still human readable. importantly, .mo() supports kinds input: first character codes denote taxonomic kingdom, Bacteria (B), Fungi (F), Protozoa (P). AMR package also contain functions directly retrieve taxonomic properties, name, genus, species, family, order, even Gram-stain. start mo_ use .mo() internally, still arbitrary user input can used: Now can thus clean data: Apparently, uncertainty translation taxonomic codes. Let’s check : ’s good.","code":"as.mo(\"Klebsiella pneumoniae\") #> Class 'mo' #> [1] B_KLBSL_PNMN as.mo(\"K. pneumoniae\") #> ClaLine truncated
|
||||
Reference in new issue
Block a user