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<img src="../logo.png" class="logo" alt=""><h1>Toolbox</h1>
<h4 data-toc-skip class="date">2024-10-25</h4>
<small class="dont-index">Source: <a href="https://github.com/agdamsbo/stRoke/blob/v24.10.1/vignettes/toolbox.Rmd" class="external-link"><code>vignettes/toolbox.Rmd</code></a></small>
<div class="d-none name"><code>toolbox.Rmd</code></div>
</div>
<div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://agdamsbo.github.io/stRoke/">stRoke</a></span><span class="op">)</span></span></code></pre></div>
<div class="section level2">
<h2 id="a-toolbox">A toolbox<a class="anchor" aria-label="anchor" href="#a-toolbox"></a>
</h2>
<p>My own toolbox in my small workshop is a mix of some old, worn, well
proven tools and some newcomers. This package should be seen as
something like that.</p>
<p>I have tried to collect tools and functions from other packages that
I use regularly in addition to functions that I have written myself to
fill use cases, that I have not been able to find solutions to
elsewhere.</p>
<div class="section level3">
<h3 id="cpr-intro">CPR manipulations<a class="anchor" aria-label="anchor" href="#cpr-intro"></a>
</h3>
<p>Note that, if handled, CPR numbers (social security numbers) should
be handled with care as they a considered highly sensitive data.</p>
<p>The CPR number is structured as <em>DDMMYY-XXXX</em>, with the 1st
<em>X</em> designating decade of birth, the last <em>X</em> designate
binary gender (not biological sex) dependent on even/uneven as
female/male, and the last for digits are used in a modulus calculation
to verify the validity of the CPR number. Foreigners and unidentified
persons are given temporary CPR numbers including letters.</p>
<p>More information can be found on <a href="https://www.cpr.dk" class="external-link">cpr.dk</a>.</p>
<p>Note, that all CPR numbers used in examples are publicly known or
non-organic.</p>
<div class="section level4">
<h4 id="age_calc">age_calc()<a class="anchor" aria-label="anchor" href="#age_calc"></a>
</h4>
<p>The age_calc() function was created as a learning exercise and
functions similarly to <code><a href="https://lubridate.tidyverse.org/reference/time_length.html" class="external-link">lubridate::time_length()</a></code>.</p>
<div class="sourceCode" id="cb2"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="op">(</span><span class="va">age</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/age_calc.html">age_calc</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/as.Date.html" class="external-link">as.Date</a></span><span class="op">(</span><span class="st">"1945-10-23"</span><span class="op">)</span>, <span class="fu"><a href="https://rdrr.io/r/base/as.Date.html" class="external-link">as.Date</a></span><span class="op">(</span><span class="st">"2018-09-30"</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span>
<span><span class="co">#&gt; [1] 72.93699</span></span>
<span><span class="fu"><a href="https://rdrr.io/r/base/Round.html" class="external-link">trunc</a></span><span class="op">(</span><span class="va">age</span><span class="op">)</span></span>
<span><span class="co">#&gt; [1] 72</span></span></code></pre></div>
</div>
<div class="section level4">
<h4 id="cpr_check">cpr_check()<a class="anchor" aria-label="anchor" href="#cpr_check"></a>
</h4>
<p>Checks validity of CPR numbers according to the <a href="https://www.cpr.dk/cpr-systemet/opbygning-af-cpr-nummeret" class="external-link">modulus
11 rule</a>. Note that due to limitations in the possible available CPR
numbers, this rule <a href="https://www.cpr.dk/cpr-systemet/personnumre-uden-kontrolciffer-modulus-11-kontrol" class="external-link">does
not apply to all CPR numbers after 2007</a>.</p>
<div class="sourceCode" id="cb3"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="../reference/cpr_check.html">cpr_check</a></span><span class="op">(</span></span>
<span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span></span>
<span> <span class="st">"2310450637"</span>,</span>
<span> <span class="st">"010190-2000"</span>,</span>
<span> <span class="st">"010115-4000"</span>,</span>
<span> <span class="st">"300450-1030"</span>,</span>
<span> <span class="st">"010150-4021"</span>,</span>
<span> <span class="st">"010150-4AA1"</span></span>
<span> <span class="op">)</span></span>
<span><span class="op">)</span></span>
<span><span class="co">#&gt; OBS: as per 2007 not all valid CPR numbers apply to modulus 11 rule.</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; See the vignette 'Toolbox'</span></span>
<span><span class="co">#&gt; Warning in matrix(as.numeric(unlist(strsplit(cpr_short, ""))), nrow = 10): NAs</span></span>
<span><span class="co">#&gt; introduced by coercion</span></span>
<span><span class="co">#&gt; [1] TRUE FALSE FALSE FALSE FALSE NA</span></span></code></pre></div>
<p>Including CPR numbers with letters gives a warning and
<code>NA</code>, as it can not be checked by the modulus 11 function.
Should be used with care, see the message.</p>
</div>
<div class="section level4">
<h4 id="cpr_dob">cpr_dob()<a class="anchor" aria-label="anchor" href="#cpr_dob"></a>
</h4>
<p>Extracts date of birth (DOB) from a CPR number. Accounts for the
decade of birth. <a href="#cpr-intro">See earlier</a>.</p>
<div class="sourceCode" id="cb4"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="../reference/cpr_dob.html">cpr_dob</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span></span>
<span> <span class="st">"2310450637"</span>,</span>
<span> <span class="st">"010190-2000"</span>,</span>
<span> <span class="st">"010115-4000"</span>,</span>
<span> <span class="st">"300450-1030"</span>,</span>
<span> <span class="st">"010150-4021"</span></span>
<span><span class="op">)</span><span class="op">)</span></span>
<span><span class="co">#&gt; [1] "23-10-1945" "01-01-1990" "01-01-2015" "30-04-1950" "01-01-1950"</span></span></code></pre></div>
</div>
<div class="section level4">
<h4 id="cpr_female">cpr_female()<a class="anchor" aria-label="anchor" href="#cpr_female"></a>
</h4>
<p>Gives logical vector of whether female gender from last digit of
CPR.</p>
<div class="sourceCode" id="cb5"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/table.html" class="external-link">table</a></span><span class="op">(</span><span class="fu"><a href="../reference/cpr_female.html">cpr_female</a></span><span class="op">(</span><span class="fu">stRoke</span><span class="fu">::</span><span class="va"><a href="../reference/cprs.html">cprs</a></span><span class="op">[</span>, <span class="fl">1</span><span class="op">]</span><span class="op">)</span><span class="op">)</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; FALSE TRUE </span></span>
<span><span class="co">#&gt; 98 102</span></span></code></pre></div>
</div>
</div>
<div class="section level3">
<h3 id="plotting">Plotting<a class="anchor" aria-label="anchor" href="#plotting"></a>
</h3>
<div class="section level4">
<h4 id="ci_plot">ci_plot()<a class="anchor" aria-label="anchor" href="#ci_plot"></a>
</h4>
<p>Plots odds ratios with 95 % confidence intervals. Performs binary
logistic regression for outcome factors with two (2) levels and ordinal
logistic regression for outcome factors with more than two levels. Mind
relevant assumptions.</p>
<p>Outputs ggplot element for further manipulation.</p>
<div class="sourceCode" id="cb6"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">talos</span><span class="op">)</span></span>
<span><span class="va">talos</span><span class="op">[</span>, <span class="st">"mrs_1"</span><span class="op">]</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/factor.html" class="external-link">factor</a></span><span class="op">(</span><span class="va">talos</span><span class="op">[</span>, <span class="st">"mrs_1"</span><span class="op">]</span>, ordered <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span>
<span><span class="fu"><a href="../reference/ci_plot.html">ci_plot</a></span><span class="op">(</span></span>
<span> ds <span class="op">=</span> <span class="va">talos</span>,</span>
<span> x <span class="op">=</span> <span class="st">"rtreat"</span>,</span>
<span> y <span class="op">=</span> <span class="st">"mrs_1"</span>,</span>
<span> vars <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">"hypertension"</span>, <span class="st">"diabetes"</span><span class="op">)</span></span>
<span><span class="op">)</span></span>
<span><span class="co">#&gt; Waiting for profiling to be done...</span></span></code></pre></div>
<p><img src="toolbox_files/figure-html/ci_plot-example-1.png" width="700"></p>
</div>
<div class="section level4">
<h4 id="generic_stroke">generic_stroke()<a class="anchor" aria-label="anchor" href="#generic_stroke"></a>
</h4>
<p>For learning purposes. Uses anonymized data from the <a href="https://doi.org/10.1161/STROKEAHA.117.020067" class="external-link">TALOS trial</a> to
output a Table 1 (with <code><a href="https://www.danieldsjoberg.com/gtsummary/reference/tbl_summary.html" class="external-link">gtsummary::tbl_summary()</a></code>), plotting
the so-called grotta-bars based on mRS scores (with
<code><a href="https://rdrr.io/pkg/rankinPlot/man/grottaBar.html" class="external-link">rankinPlot::grottaBar()</a></code>) and a ordinal logistic regression
model plot (with <code><a href="../reference/ci_plot.html">stRoke::ci_plot()</a></code>).</p>
<div class="sourceCode" id="cb7"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="../reference/generic_stroke.html">generic_stroke</a></span><span class="op">(</span><span class="fu">stRoke</span><span class="fu">::</span><span class="va"><a href="../reference/talos.html">talos</a></span>,</span>
<span> <span class="st">"rtreat"</span>,</span>
<span> <span class="st">"mrs_6"</span>,</span>
<span> variables <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">"hypertension"</span>, <span class="st">"diabetes"</span>, <span class="st">"civil"</span><span class="op">)</span><span class="op">)</span></span>
<span><span class="co">#&gt; Waiting for profiling to be done...</span></span>
<span><span class="co">#&gt; $`Table 1`</span></span>
<span><span class="co">#&gt; &lt;div id="mwlefoodfi" style="padding-left:0px;padding-right:0px;padding-top:10px;padding-bottom:10px;overflow-x:auto;overflow-y:auto;width:auto;height:auto;"&gt;</span></span>
<span><span class="co">#&gt; &lt;style&gt;#mwlefoodfi table {</span></span>
<span><span class="co">#&gt; font-family: system-ui, 'Segoe UI', Roboto, Helvetica, Arial, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol', 'Noto Color Emoji';</span></span>
<span><span class="co">#&gt; -webkit-font-smoothing: antialiased;</span></span>
<span><span class="co">#&gt; -moz-osx-font-smoothing: grayscale;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi thead, #mwlefoodfi tbody, #mwlefoodfi tfoot, #mwlefoodfi tr, #mwlefoodfi td, #mwlefoodfi th {</span></span>
<span><span class="co">#&gt; border-style: none;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi p {</span></span>
<span><span class="co">#&gt; margin: 0;</span></span>
<span><span class="co">#&gt; padding: 0;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_table {</span></span>
<span><span class="co">#&gt; display: table;</span></span>
<span><span class="co">#&gt; border-collapse: collapse;</span></span>
<span><span class="co">#&gt; line-height: normal;</span></span>
<span><span class="co">#&gt; margin-left: auto;</span></span>
<span><span class="co">#&gt; margin-right: auto;</span></span>
<span><span class="co">#&gt; color: #333333;</span></span>
<span><span class="co">#&gt; font-size: 16px;</span></span>
<span><span class="co">#&gt; font-weight: normal;</span></span>
<span><span class="co">#&gt; font-style: normal;</span></span>
<span><span class="co">#&gt; background-color: #FFFFFF;</span></span>
<span><span class="co">#&gt; width: auto;</span></span>
<span><span class="co">#&gt; border-top-style: solid;</span></span>
<span><span class="co">#&gt; border-top-width: 2px;</span></span>
<span><span class="co">#&gt; border-top-color: #A8A8A8;</span></span>
<span><span class="co">#&gt; border-right-style: none;</span></span>
<span><span class="co">#&gt; border-right-width: 2px;</span></span>
<span><span class="co">#&gt; border-right-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; border-bottom-style: solid;</span></span>
<span><span class="co">#&gt; border-bottom-width: 2px;</span></span>
<span><span class="co">#&gt; border-bottom-color: #A8A8A8;</span></span>
<span><span class="co">#&gt; border-left-style: none;</span></span>
<span><span class="co">#&gt; border-left-width: 2px;</span></span>
<span><span class="co">#&gt; border-left-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_caption {</span></span>
<span><span class="co">#&gt; padding-top: 4px;</span></span>
<span><span class="co">#&gt; padding-bottom: 4px;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_title {</span></span>
<span><span class="co">#&gt; color: #333333;</span></span>
<span><span class="co">#&gt; font-size: 125%;</span></span>
<span><span class="co">#&gt; font-weight: initial;</span></span>
<span><span class="co">#&gt; padding-top: 4px;</span></span>
<span><span class="co">#&gt; padding-bottom: 4px;</span></span>
<span><span class="co">#&gt; padding-left: 5px;</span></span>
<span><span class="co">#&gt; padding-right: 5px;</span></span>
<span><span class="co">#&gt; border-bottom-color: #FFFFFF;</span></span>
<span><span class="co">#&gt; border-bottom-width: 0;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_subtitle {</span></span>
<span><span class="co">#&gt; color: #333333;</span></span>
<span><span class="co">#&gt; font-size: 85%;</span></span>
<span><span class="co">#&gt; font-weight: initial;</span></span>
<span><span class="co">#&gt; padding-top: 3px;</span></span>
<span><span class="co">#&gt; padding-bottom: 5px;</span></span>
<span><span class="co">#&gt; padding-left: 5px;</span></span>
<span><span class="co">#&gt; padding-right: 5px;</span></span>
<span><span class="co">#&gt; border-top-color: #FFFFFF;</span></span>
<span><span class="co">#&gt; border-top-width: 0;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_heading {</span></span>
<span><span class="co">#&gt; background-color: #FFFFFF;</span></span>
<span><span class="co">#&gt; text-align: center;</span></span>
<span><span class="co">#&gt; border-bottom-color: #FFFFFF;</span></span>
<span><span class="co">#&gt; border-left-style: none;</span></span>
<span><span class="co">#&gt; border-left-width: 1px;</span></span>
<span><span class="co">#&gt; border-left-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; border-right-style: none;</span></span>
<span><span class="co">#&gt; border-right-width: 1px;</span></span>
<span><span class="co">#&gt; border-right-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_bottom_border {</span></span>
<span><span class="co">#&gt; border-bottom-style: solid;</span></span>
<span><span class="co">#&gt; border-bottom-width: 2px;</span></span>
<span><span class="co">#&gt; border-bottom-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_col_headings {</span></span>
<span><span class="co">#&gt; border-top-style: solid;</span></span>
<span><span class="co">#&gt; border-top-width: 2px;</span></span>
<span><span class="co">#&gt; border-top-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; border-bottom-style: solid;</span></span>
<span><span class="co">#&gt; border-bottom-width: 2px;</span></span>
<span><span class="co">#&gt; border-bottom-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; border-left-style: none;</span></span>
<span><span class="co">#&gt; border-left-width: 1px;</span></span>
<span><span class="co">#&gt; border-left-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; border-right-style: none;</span></span>
<span><span class="co">#&gt; border-right-width: 1px;</span></span>
<span><span class="co">#&gt; border-right-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_col_heading {</span></span>
<span><span class="co">#&gt; color: #333333;</span></span>
<span><span class="co">#&gt; background-color: #FFFFFF;</span></span>
<span><span class="co">#&gt; font-size: 100%;</span></span>
<span><span class="co">#&gt; font-weight: normal;</span></span>
<span><span class="co">#&gt; text-transform: inherit;</span></span>
<span><span class="co">#&gt; border-left-style: none;</span></span>
<span><span class="co">#&gt; border-left-width: 1px;</span></span>
<span><span class="co">#&gt; border-left-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; border-right-style: none;</span></span>
<span><span class="co">#&gt; border-right-width: 1px;</span></span>
<span><span class="co">#&gt; border-right-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; vertical-align: bottom;</span></span>
<span><span class="co">#&gt; padding-top: 5px;</span></span>
<span><span class="co">#&gt; padding-bottom: 6px;</span></span>
<span><span class="co">#&gt; padding-left: 5px;</span></span>
<span><span class="co">#&gt; padding-right: 5px;</span></span>
<span><span class="co">#&gt; overflow-x: hidden;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_column_spanner_outer {</span></span>
<span><span class="co">#&gt; color: #333333;</span></span>
<span><span class="co">#&gt; background-color: #FFFFFF;</span></span>
<span><span class="co">#&gt; font-size: 100%;</span></span>
<span><span class="co">#&gt; font-weight: normal;</span></span>
<span><span class="co">#&gt; text-transform: inherit;</span></span>
<span><span class="co">#&gt; padding-top: 0;</span></span>
<span><span class="co">#&gt; padding-bottom: 0;</span></span>
<span><span class="co">#&gt; padding-left: 4px;</span></span>
<span><span class="co">#&gt; padding-right: 4px;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_column_spanner_outer:first-child {</span></span>
<span><span class="co">#&gt; padding-left: 0;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_column_spanner_outer:last-child {</span></span>
<span><span class="co">#&gt; padding-right: 0;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_column_spanner {</span></span>
<span><span class="co">#&gt; border-bottom-style: solid;</span></span>
<span><span class="co">#&gt; border-bottom-width: 2px;</span></span>
<span><span class="co">#&gt; border-bottom-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; vertical-align: bottom;</span></span>
<span><span class="co">#&gt; padding-top: 5px;</span></span>
<span><span class="co">#&gt; padding-bottom: 5px;</span></span>
<span><span class="co">#&gt; overflow-x: hidden;</span></span>
<span><span class="co">#&gt; display: inline-block;</span></span>
<span><span class="co">#&gt; width: 100%;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_spanner_row {</span></span>
<span><span class="co">#&gt; border-bottom-style: hidden;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_group_heading {</span></span>
<span><span class="co">#&gt; padding-top: 8px;</span></span>
<span><span class="co">#&gt; padding-bottom: 8px;</span></span>
<span><span class="co">#&gt; padding-left: 5px;</span></span>
<span><span class="co">#&gt; padding-right: 5px;</span></span>
<span><span class="co">#&gt; color: #333333;</span></span>
<span><span class="co">#&gt; background-color: #FFFFFF;</span></span>
<span><span class="co">#&gt; font-size: 100%;</span></span>
<span><span class="co">#&gt; font-weight: initial;</span></span>
<span><span class="co">#&gt; text-transform: inherit;</span></span>
<span><span class="co">#&gt; border-top-style: solid;</span></span>
<span><span class="co">#&gt; border-top-width: 2px;</span></span>
<span><span class="co">#&gt; border-top-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; border-bottom-style: solid;</span></span>
<span><span class="co">#&gt; border-bottom-width: 2px;</span></span>
<span><span class="co">#&gt; border-bottom-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; border-left-style: none;</span></span>
<span><span class="co">#&gt; border-left-width: 1px;</span></span>
<span><span class="co">#&gt; border-left-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; border-right-style: none;</span></span>
<span><span class="co">#&gt; border-right-width: 1px;</span></span>
<span><span class="co">#&gt; border-right-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; vertical-align: middle;</span></span>
<span><span class="co">#&gt; text-align: left;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_empty_group_heading {</span></span>
<span><span class="co">#&gt; padding: 0.5px;</span></span>
<span><span class="co">#&gt; color: #333333;</span></span>
<span><span class="co">#&gt; background-color: #FFFFFF;</span></span>
<span><span class="co">#&gt; font-size: 100%;</span></span>
<span><span class="co">#&gt; font-weight: initial;</span></span>
<span><span class="co">#&gt; border-top-style: solid;</span></span>
<span><span class="co">#&gt; border-top-width: 2px;</span></span>
<span><span class="co">#&gt; border-top-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; border-bottom-style: solid;</span></span>
<span><span class="co">#&gt; border-bottom-width: 2px;</span></span>
<span><span class="co">#&gt; border-bottom-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; vertical-align: middle;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_from_md &gt; :first-child {</span></span>
<span><span class="co">#&gt; margin-top: 0;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_from_md &gt; :last-child {</span></span>
<span><span class="co">#&gt; margin-bottom: 0;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_row {</span></span>
<span><span class="co">#&gt; padding-top: 8px;</span></span>
<span><span class="co">#&gt; padding-bottom: 8px;</span></span>
<span><span class="co">#&gt; padding-left: 5px;</span></span>
<span><span class="co">#&gt; padding-right: 5px;</span></span>
<span><span class="co">#&gt; margin: 10px;</span></span>
<span><span class="co">#&gt; border-top-style: solid;</span></span>
<span><span class="co">#&gt; border-top-width: 1px;</span></span>
<span><span class="co">#&gt; border-top-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; border-left-style: none;</span></span>
<span><span class="co">#&gt; border-left-width: 1px;</span></span>
<span><span class="co">#&gt; border-left-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; border-right-style: none;</span></span>
<span><span class="co">#&gt; border-right-width: 1px;</span></span>
<span><span class="co">#&gt; border-right-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; vertical-align: middle;</span></span>
<span><span class="co">#&gt; overflow-x: hidden;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_stub {</span></span>
<span><span class="co">#&gt; color: #333333;</span></span>
<span><span class="co">#&gt; background-color: #FFFFFF;</span></span>
<span><span class="co">#&gt; font-size: 100%;</span></span>
<span><span class="co">#&gt; font-weight: initial;</span></span>
<span><span class="co">#&gt; text-transform: inherit;</span></span>
<span><span class="co">#&gt; border-right-style: solid;</span></span>
<span><span class="co">#&gt; border-right-width: 2px;</span></span>
<span><span class="co">#&gt; border-right-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; padding-left: 5px;</span></span>
<span><span class="co">#&gt; padding-right: 5px;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_stub_row_group {</span></span>
<span><span class="co">#&gt; color: #333333;</span></span>
<span><span class="co">#&gt; background-color: #FFFFFF;</span></span>
<span><span class="co">#&gt; font-size: 100%;</span></span>
<span><span class="co">#&gt; font-weight: initial;</span></span>
<span><span class="co">#&gt; text-transform: inherit;</span></span>
<span><span class="co">#&gt; border-right-style: solid;</span></span>
<span><span class="co">#&gt; border-right-width: 2px;</span></span>
<span><span class="co">#&gt; border-right-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; padding-left: 5px;</span></span>
<span><span class="co">#&gt; padding-right: 5px;</span></span>
<span><span class="co">#&gt; vertical-align: top;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_row_group_first td {</span></span>
<span><span class="co">#&gt; border-top-width: 2px;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_row_group_first th {</span></span>
<span><span class="co">#&gt; border-top-width: 2px;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_summary_row {</span></span>
<span><span class="co">#&gt; color: #333333;</span></span>
<span><span class="co">#&gt; background-color: #FFFFFF;</span></span>
<span><span class="co">#&gt; text-transform: inherit;</span></span>
<span><span class="co">#&gt; padding-top: 8px;</span></span>
<span><span class="co">#&gt; padding-bottom: 8px;</span></span>
<span><span class="co">#&gt; padding-left: 5px;</span></span>
<span><span class="co">#&gt; padding-right: 5px;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_first_summary_row {</span></span>
<span><span class="co">#&gt; border-top-style: solid;</span></span>
<span><span class="co">#&gt; border-top-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_first_summary_row.thick {</span></span>
<span><span class="co">#&gt; border-top-width: 2px;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_last_summary_row {</span></span>
<span><span class="co">#&gt; padding-top: 8px;</span></span>
<span><span class="co">#&gt; padding-bottom: 8px;</span></span>
<span><span class="co">#&gt; padding-left: 5px;</span></span>
<span><span class="co">#&gt; padding-right: 5px;</span></span>
<span><span class="co">#&gt; border-bottom-style: solid;</span></span>
<span><span class="co">#&gt; border-bottom-width: 2px;</span></span>
<span><span class="co">#&gt; border-bottom-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_grand_summary_row {</span></span>
<span><span class="co">#&gt; color: #333333;</span></span>
<span><span class="co">#&gt; background-color: #FFFFFF;</span></span>
<span><span class="co">#&gt; text-transform: inherit;</span></span>
<span><span class="co">#&gt; padding-top: 8px;</span></span>
<span><span class="co">#&gt; padding-bottom: 8px;</span></span>
<span><span class="co">#&gt; padding-left: 5px;</span></span>
<span><span class="co">#&gt; padding-right: 5px;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_first_grand_summary_row {</span></span>
<span><span class="co">#&gt; padding-top: 8px;</span></span>
<span><span class="co">#&gt; padding-bottom: 8px;</span></span>
<span><span class="co">#&gt; padding-left: 5px;</span></span>
<span><span class="co">#&gt; padding-right: 5px;</span></span>
<span><span class="co">#&gt; border-top-style: double;</span></span>
<span><span class="co">#&gt; border-top-width: 6px;</span></span>
<span><span class="co">#&gt; border-top-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_last_grand_summary_row_top {</span></span>
<span><span class="co">#&gt; padding-top: 8px;</span></span>
<span><span class="co">#&gt; padding-bottom: 8px;</span></span>
<span><span class="co">#&gt; padding-left: 5px;</span></span>
<span><span class="co">#&gt; padding-right: 5px;</span></span>
<span><span class="co">#&gt; border-bottom-style: double;</span></span>
<span><span class="co">#&gt; border-bottom-width: 6px;</span></span>
<span><span class="co">#&gt; border-bottom-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_striped {</span></span>
<span><span class="co">#&gt; background-color: rgba(128, 128, 128, 0.05);</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_table_body {</span></span>
<span><span class="co">#&gt; border-top-style: solid;</span></span>
<span><span class="co">#&gt; border-top-width: 2px;</span></span>
<span><span class="co">#&gt; border-top-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; border-bottom-style: solid;</span></span>
<span><span class="co">#&gt; border-bottom-width: 2px;</span></span>
<span><span class="co">#&gt; border-bottom-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_footnotes {</span></span>
<span><span class="co">#&gt; color: #333333;</span></span>
<span><span class="co">#&gt; background-color: #FFFFFF;</span></span>
<span><span class="co">#&gt; border-bottom-style: none;</span></span>
<span><span class="co">#&gt; border-bottom-width: 2px;</span></span>
<span><span class="co">#&gt; border-bottom-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; border-left-style: none;</span></span>
<span><span class="co">#&gt; border-left-width: 2px;</span></span>
<span><span class="co">#&gt; border-left-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; border-right-style: none;</span></span>
<span><span class="co">#&gt; border-right-width: 2px;</span></span>
<span><span class="co">#&gt; border-right-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_footnote {</span></span>
<span><span class="co">#&gt; margin: 0px;</span></span>
<span><span class="co">#&gt; font-size: 90%;</span></span>
<span><span class="co">#&gt; padding-top: 4px;</span></span>
<span><span class="co">#&gt; padding-bottom: 4px;</span></span>
<span><span class="co">#&gt; padding-left: 5px;</span></span>
<span><span class="co">#&gt; padding-right: 5px;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_sourcenotes {</span></span>
<span><span class="co">#&gt; color: #333333;</span></span>
<span><span class="co">#&gt; background-color: #FFFFFF;</span></span>
<span><span class="co">#&gt; border-bottom-style: none;</span></span>
<span><span class="co">#&gt; border-bottom-width: 2px;</span></span>
<span><span class="co">#&gt; border-bottom-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; border-left-style: none;</span></span>
<span><span class="co">#&gt; border-left-width: 2px;</span></span>
<span><span class="co">#&gt; border-left-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; border-right-style: none;</span></span>
<span><span class="co">#&gt; border-right-width: 2px;</span></span>
<span><span class="co">#&gt; border-right-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_sourcenote {</span></span>
<span><span class="co">#&gt; font-size: 90%;</span></span>
<span><span class="co">#&gt; padding-top: 4px;</span></span>
<span><span class="co">#&gt; padding-bottom: 4px;</span></span>
<span><span class="co">#&gt; padding-left: 5px;</span></span>
<span><span class="co">#&gt; padding-right: 5px;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_left {</span></span>
<span><span class="co">#&gt; text-align: left;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_center {</span></span>
<span><span class="co">#&gt; text-align: center;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_right {</span></span>
<span><span class="co">#&gt; text-align: right;</span></span>
<span><span class="co">#&gt; font-variant-numeric: tabular-nums;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_font_normal {</span></span>
<span><span class="co">#&gt; font-weight: normal;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_font_bold {</span></span>
<span><span class="co">#&gt; font-weight: bold;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_font_italic {</span></span>
<span><span class="co">#&gt; font-style: italic;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_super {</span></span>
<span><span class="co">#&gt; font-size: 65%;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_footnote_marks {</span></span>
<span><span class="co">#&gt; font-size: 75%;</span></span>
<span><span class="co">#&gt; vertical-align: 0.4em;</span></span>
<span><span class="co">#&gt; position: initial;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_asterisk {</span></span>
<span><span class="co">#&gt; font-size: 100%;</span></span>
<span><span class="co">#&gt; vertical-align: 0;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_indent_1 {</span></span>
<span><span class="co">#&gt; text-indent: 5px;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_indent_2 {</span></span>
<span><span class="co">#&gt; text-indent: 10px;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_indent_3 {</span></span>
<span><span class="co">#&gt; text-indent: 15px;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_indent_4 {</span></span>
<span><span class="co">#&gt; text-indent: 20px;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .gt_indent_5 {</span></span>
<span><span class="co">#&gt; text-indent: 25px;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi .katex-display {</span></span>
<span><span class="co">#&gt; display: inline-flex !important;</span></span>
<span><span class="co">#&gt; margin-bottom: 0.75em !important;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #mwlefoodfi div.Reactable &gt; div.rt-table &gt; div.rt-thead &gt; div.rt-tr.rt-tr-group-header &gt; div.rt-th-group:after {</span></span>
<span><span class="co">#&gt; height: 0px !important;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; &lt;/style&gt;</span></span>
<span><span class="co">#&gt; &lt;table class="gt_table" data-quarto-disable-processing="false" data-quarto-bootstrap="false"&gt;</span></span>
<span><span class="co">#&gt; &lt;thead&gt;</span></span>
<span><span class="co">#&gt; &lt;tr class="gt_col_headings"&gt;</span></span>
<span><span class="co">#&gt; &lt;th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="label"&gt;&lt;span class='gt_from_md'&gt;&lt;strong&gt;Characteristic&lt;/strong&gt;&lt;/span&gt;&lt;/th&gt;</span></span>
<span><span class="co">#&gt; &lt;th class="gt_col_heading gt_columns_bottom_border gt_center" rowspan="1" colspan="1" scope="col" id="stat_0"&gt;&lt;span class='gt_from_md'&gt;&lt;strong&gt;Overall&lt;/strong&gt;&lt;br /&gt;</span></span>
<span><span class="co">#&gt; N = 200&lt;/span&gt;&lt;span class="gt_footnote_marks" style="white-space:nowrap;font-style:italic;font-weight:normal;line-height:0;"&gt;&lt;sup&gt;1&lt;/sup&gt;&lt;/span&gt;&lt;/th&gt;</span></span>
<span><span class="co">#&gt; &lt;th class="gt_col_heading gt_columns_bottom_border gt_center" rowspan="1" colspan="1" scope="col" id="stat_1"&gt;&lt;span class='gt_from_md'&gt;&lt;strong&gt;Active&lt;/strong&gt;&lt;br /&gt;</span></span>
<span><span class="co">#&gt; N = 79&lt;/span&gt;&lt;span class="gt_footnote_marks" style="white-space:nowrap;font-style:italic;font-weight:normal;line-height:0;"&gt;&lt;sup&gt;1&lt;/sup&gt;&lt;/span&gt;&lt;/th&gt;</span></span>
<span><span class="co">#&gt; &lt;th class="gt_col_heading gt_columns_bottom_border gt_center" rowspan="1" colspan="1" scope="col" id="stat_2"&gt;&lt;span class='gt_from_md'&gt;&lt;strong&gt;Placebo&lt;/strong&gt;&lt;br /&gt;</span></span>
<span><span class="co">#&gt; N = 121&lt;/span&gt;&lt;span class="gt_footnote_marks" style="white-space:nowrap;font-style:italic;font-weight:normal;line-height:0;"&gt;&lt;sup&gt;1&lt;/sup&gt;&lt;/span&gt;&lt;/th&gt;</span></span>
<span><span class="co">#&gt; &lt;/tr&gt;</span></span>
<span><span class="co">#&gt; &lt;/thead&gt;</span></span>
<span><span class="co">#&gt; &lt;tbody class="gt_table_body"&gt;</span></span>
<span><span class="co">#&gt; &lt;tr&gt;&lt;td headers="label" class="gt_row gt_left"&gt;hypertension&lt;/td&gt;</span></span>
<span><span class="co">#&gt; &lt;td headers="stat_0" class="gt_row gt_center"&gt;101 (51%)&lt;/td&gt;</span></span>
<span><span class="co">#&gt; &lt;td headers="stat_1" class="gt_row gt_center"&gt;38 (48%)&lt;/td&gt;</span></span>
<span><span class="co">#&gt; &lt;td headers="stat_2" class="gt_row gt_center"&gt;63 (52%)&lt;/td&gt;&lt;/tr&gt;</span></span>
<span><span class="co">#&gt; &lt;tr&gt;&lt;td headers="label" class="gt_row gt_left"&gt;diabetes&lt;/td&gt;</span></span>
<span><span class="co">#&gt; &lt;td headers="stat_0" class="gt_row gt_center"&gt;23 (12%)&lt;/td&gt;</span></span>
<span><span class="co">#&gt; &lt;td headers="stat_1" class="gt_row gt_center"&gt;9 (11%)&lt;/td&gt;</span></span>
<span><span class="co">#&gt; &lt;td headers="stat_2" class="gt_row gt_center"&gt;14 (12%)&lt;/td&gt;&lt;/tr&gt;</span></span>
<span><span class="co">#&gt; &lt;tr&gt;&lt;td headers="label" class="gt_row gt_left"&gt;civil&lt;/td&gt;</span></span>
<span><span class="co">#&gt; &lt;td headers="stat_0" class="gt_row gt_center"&gt;&lt;br /&gt;&lt;/td&gt;</span></span>
<span><span class="co">#&gt; &lt;td headers="stat_1" class="gt_row gt_center"&gt;&lt;br /&gt;&lt;/td&gt;</span></span>
<span><span class="co">#&gt; &lt;td headers="stat_2" class="gt_row gt_center"&gt;&lt;br /&gt;&lt;/td&gt;&lt;/tr&gt;</span></span>
<span><span class="co">#&gt; &lt;tr&gt;&lt;td headers="label" class="gt_row gt_left"&gt;    alone&lt;/td&gt;</span></span>
<span><span class="co">#&gt; &lt;td headers="stat_0" class="gt_row gt_center"&gt;59 (30%)&lt;/td&gt;</span></span>
<span><span class="co">#&gt; &lt;td headers="stat_1" class="gt_row gt_center"&gt;22 (28%)&lt;/td&gt;</span></span>
<span><span class="co">#&gt; &lt;td headers="stat_2" class="gt_row gt_center"&gt;37 (31%)&lt;/td&gt;&lt;/tr&gt;</span></span>
<span><span class="co">#&gt; &lt;tr&gt;&lt;td headers="label" class="gt_row gt_left"&gt;    partner&lt;/td&gt;</span></span>
<span><span class="co">#&gt; &lt;td headers="stat_0" class="gt_row gt_center"&gt;141 (71%)&lt;/td&gt;</span></span>
<span><span class="co">#&gt; &lt;td headers="stat_1" class="gt_row gt_center"&gt;57 (72%)&lt;/td&gt;</span></span>
<span><span class="co">#&gt; &lt;td headers="stat_2" class="gt_row gt_center"&gt;84 (69%)&lt;/td&gt;&lt;/tr&gt;</span></span>
<span><span class="co">#&gt; &lt;/tbody&gt;</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; &lt;tfoot class="gt_footnotes"&gt;</span></span>
<span><span class="co">#&gt; &lt;tr&gt;</span></span>
<span><span class="co">#&gt; &lt;td class="gt_footnote" colspan="4"&gt;&lt;span class="gt_footnote_marks" style="white-space:nowrap;font-style:italic;font-weight:normal;line-height:0;"&gt;&lt;sup&gt;1&lt;/sup&gt;&lt;/span&gt; &lt;span class='gt_from_md'&gt;n (%)&lt;/span&gt;&lt;/td&gt;</span></span>
<span><span class="co">#&gt; &lt;/tr&gt;</span></span>
<span><span class="co">#&gt; &lt;/tfoot&gt;</span></span>
<span><span class="co">#&gt; &lt;/table&gt;</span></span>
<span><span class="co">#&gt; &lt;/div&gt;</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; $`Figure 1`</span></span></code></pre></div>
<p><img src="toolbox_files/figure-html/generic_stroke-example-1.png" width="700"></p>
<pre><code><span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; $`Figure 2`</span></span></code></pre>
<p><img src="toolbox_files/figure-html/generic_stroke-example-2.png" width="700"></p>
</div>
<div class="section level4">
<h4 id="index_plot">index_plot()<a class="anchor" aria-label="anchor" href="#index_plot"></a>
</h4>
<p>Used for plotting scores from a multi dimensional patient test.</p>
<div class="sourceCode" id="cb9"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="../reference/index_plot.html">index_plot</a></span><span class="op">(</span><span class="fu">stRoke</span><span class="fu">::</span><span class="va"><a href="../reference/score.html">score</a></span><span class="op">[</span><span class="va">score</span><span class="op">$</span><span class="va">event</span> <span class="op">==</span> <span class="st">"A"</span>, <span class="op">]</span><span class="op">)</span></span></code></pre></div>
<p><img src="toolbox_files/figure-html/index_plot-example-1.png" width="700"></p>
</div>
<div class="section level4">
<h4 id="win_prob">win_prob()<a class="anchor" aria-label="anchor" href="#win_prob"></a>
</h4>
<p>The <code><a href="../reference/win_prob.html">win_prob()</a></code> is an implementation of the Tournament
Method for calculating the probability of winning as suggested by <a href="https://doi.org/10.1161/STROKEAHA.121.037744" class="external-link">Zou et al 2022</a>.
The authors has included a spreadsheet as supplementary materials. This
function aims to mimic that functionality. The function also includes a
<code><a href="https://rdrr.io/r/base/print.html" class="external-link">print()</a></code> extension for nice printing.</p>
<div class="sourceCode" id="cb10"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="../reference/win_prob.html">win_prob</a></span><span class="op">(</span></span>
<span> data <span class="op">=</span> <span class="fu">stRoke</span><span class="fu">::</span><span class="va"><a href="../reference/talos.html">talos</a></span>,</span>
<span> response <span class="op">=</span> <span class="st">"mrs_6"</span>,</span>
<span> group <span class="op">=</span> <span class="st">"rtreat"</span>,</span>
<span> sample.size <span class="op">=</span> <span class="cn">TRUE</span>,</span>
<span> print.tables <span class="op">=</span> <span class="cn">TRUE</span></span>
<span><span class="op">)</span></span>
<span><span class="co">#&gt; Zou et al's winP (doi: 10.1161/STROKEAHA.121.037744) </span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; Probability of a random observation in Placebo group </span></span>
<span><span class="co">#&gt; will have a higher response score than a random</span></span>
<span><span class="co">#&gt; observation in Active group:</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; winP: 0.400 (0.612, 0.372) p=0.0125</span></span>
<span><span class="co">#&gt; --------------------------------------------</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; The numbers needed to treat (NNT) are: -9</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; --------------------------------------------</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; With Active/Placebo ratio = 1 and beta = 0.2</span></span>
<span><span class="co">#&gt; the sample size needed is: 238</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; --------------------------------------------</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; Results for the Active group:</span></span>
<span><span class="co">#&gt; |mrs_6 | Freq| prop| overall_rank| rank| win_frac|</span></span>
<span><span class="co">#&gt; |:-----|----:|-----:|------------:|----:|--------:|</span></span>
<span><span class="co">#&gt; |0 | 14| 0.177| 175.0| 72.5| 0.847|</span></span>
<span><span class="co">#&gt; |1 | 29| 0.367| 113.5| 51.0| 0.517|</span></span>
<span><span class="co">#&gt; |2 | 22| 0.278| 49.0| 25.5| 0.194|</span></span>
<span><span class="co">#&gt; |3 | 9| 0.114| 15.0| 10.0| 0.041|</span></span>
<span><span class="co">#&gt; |4 | 3| 0.038| 7.0| 4.0| 0.025|</span></span>
<span><span class="co">#&gt; |6 | 2| 0.025| 2.5| 1.5| 0.008|</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; Results for the Placebo group:</span></span>
<span><span class="co">#&gt; |mrs_6 | Freq| prop| overall_rank| rank| win_frac|</span></span>
<span><span class="co">#&gt; |:-----|----:|-----:|------------:|-----:|--------:|</span></span>
<span><span class="co">#&gt; |0 | 37| 0.306| 175.0| 103.0| 0.911|</span></span>
<span><span class="co">#&gt; |1 | 43| 0.355| 113.5| 63.0| 0.639|</span></span>
<span><span class="co">#&gt; |2 | 35| 0.289| 49.0| 24.0| 0.316|</span></span>
<span><span class="co">#&gt; |3 | 2| 0.017| 15.0| 5.5| 0.120|</span></span>
<span><span class="co">#&gt; |4 | 2| 0.017| 7.0| 3.5| 0.044|</span></span>
<span><span class="co">#&gt; |6 | 2| 0.017| 2.5| 1.5| 0.013|</span></span></code></pre></div>
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