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2026-03-22 19:55:49 +00:00
parent 3560dfd611
commit c95646d39c
120 changed files with 617 additions and 675 deletions

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@@ -17,7 +17,7 @@ my_data_with_all_these_columns %>%
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@@ -296,8 +296,8 @@ my_data_with_all_these_columns %&amp;gt;%
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="co"># you can use the selectors separately to retrieve all possible antimicrobials:</span></span></span>
<span class="r-in"><span><span class="fu">carbapenems</span><span class="op">(</span><span class="op">)</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> in `carbapenems()` (`?AMR::carbapenems()`): Imipenem/EDTA (`IPE`) and</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> meropenem/nacubactam (`MNC`) are not included since `only_treatable = TRUE`.</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> in `?carbapenems()`: Imipenem/EDTA (<span style="color: #00BB00;">IPE</span>) and meropenem/nacubactam (<span style="color: #00BB00;">MNC</span>) are</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> not included since `only_treatable = TRUE`.</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> This <span style="color: #0000BB;">&lt;ab&gt;</span> vector was retrieved using `carbapenems()`, which should normally</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> be used inside a <span style="color: #0000BB;">dplyr</span> verb or <span style="color: #0000BB;">&lt;data.frame&gt;</span> call, e.g.:</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> • your_data <span style="color: #D7AF00;">%&gt;%</span> <span style="font-weight: bold;">select</span><span style="color: #D7AF00;">(</span><span style="font-weight: bold;">carbapenems</span><span style="color: #BBBB00;">()</span><span style="color: #D7AF00;">)</span></span>
@@ -305,7 +305,7 @@ my_data_with_all_these_columns %&amp;gt;%
<span class="r-msg co"><span class="r-pr">#&gt;</span> • your_data <span style="color: #D7AF00;">%&gt;%</span> <span style="font-weight: bold;">filter</span><span style="color: #D7AF00;">(</span><span style="font-weight: bold;">any</span><span style="color: #BBBB00;">(</span><span style="font-weight: bold;">carbapenems</span><span style="color: #0000BB;">()</span> <span style="color: #D7AF00;">==</span> <span style="color: #00AFAF;">"R"</span><span style="color: #BBBB00;">)</span><span style="color: #D7AF00;">)</span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> • your_data<span style="color: #D7AF00;">[</span>, <span style="font-weight: bold;">carbapenems</span><span style="color: #BBBB00;">()</span><span style="color: #D7AF00;">]</span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> • your_data<span style="color: #D7AF00;">[</span>, <span style="font-weight: bold;">c</span><span style="color: #BBBB00;">(</span><span style="color: #00AFAF;">"column_a"</span>, <span style="color: #00AFAF;">"column_b"</span>, <span style="font-weight: bold;">carbapenems</span><span style="color: #0000BB;">()</span><span style="color: #BBBB00;">)</span><span style="color: #D7AF00;">]</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class 'ab'</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class <span style="color: #0000BB;">&lt;ab&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] BIA DOR ETP IMR IPM MEM MEV PAN RIA RIT RZM TAN TBP</span>
<span class="r-in"><span></span></span>
<span class="r-in"><span></span></span>
@@ -404,7 +404,7 @@ my_data_with_all_these_columns %&amp;gt;%
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="co"># select columns 'IPM' (imipenem) and 'MEM' (meropenem)</span></span></span>
<span class="r-in"><span><span class="va">example_isolates</span><span class="op">[</span>, <span class="fu">carbapenems</span><span class="op">(</span><span class="op">)</span><span class="op">]</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `carbapenems()` using columns '<span style="font-weight: bold;">IPM</span>' (imipenem) and '<span style="font-weight: bold;">MEM</span>' (meropenem)</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `?carbapenems()` using columns <span style="color: #00BB00; font-weight: bold;">IPM</span> (imipenem) and <span style="color: #00BB00; font-weight: bold;">MEM</span> (meropenem)</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 2,000 × 2</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> IPM MEM </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span></span>
@@ -422,8 +422,8 @@ my_data_with_all_these_columns %&amp;gt;%
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="co"># select columns 'mo', 'AMK', 'GEN', 'KAN' and 'TOB'</span></span></span>
<span class="r-in"><span><span class="va">example_isolates</span><span class="op">[</span>, <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"mo"</span>, <span class="fu">aminoglycosides</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">]</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `aminoglycosides()` using columns '<span style="font-weight: bold;">GEN</span>' (gentamicin), '<span style="font-weight: bold;">TOB</span>' (tobramycin),</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> '<span style="font-weight: bold;">AMK</span>' (amikacin), and '<span style="font-weight: bold;">KAN</span>' (kanamycin)</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `?aminoglycosides()` using columns <span style="color: #00BB00; font-weight: bold;">GEN</span> (gentamicin), <span style="color: #00BB00; font-weight: bold;">TOB</span> (tobramycin),</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BB00; font-weight: bold;">AMK</span> (amikacin), and <span style="color: #00BB00; font-weight: bold;">KAN</span> (kanamycin)</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 2,000 × 5</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> mo GEN TOB AMK KAN </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;mo&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span></span>
@@ -441,14 +441,13 @@ my_data_with_all_these_columns %&amp;gt;%
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="co"># select only antimicrobials with DDDs for oral treatment</span></span></span>
<span class="r-in"><span><span class="va">example_isolates</span><span class="op">[</span>, <span class="fu">administrable_per_os</span><span class="op">(</span><span class="op">)</span><span class="op">]</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `administrable_per_os()` using columns '<span style="font-weight: bold;">OXA</span>' (oxacillin), '<span style="font-weight: bold;">FLC</span>'</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (flucloxacillin), '<span style="font-weight: bold;">AMX</span>' (amoxicillin), '<span style="font-weight: bold;">AMC</span>' (amoxicillin/clavulanic acid),</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> '<span style="font-weight: bold;">AMP</span>' (ampicillin), '<span style="font-weight: bold;">CXM</span>' (cefuroxime), '<span style="font-weight: bold;">KAN</span>' (kanamycin), '<span style="font-weight: bold;">TMP</span>'</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (trimethoprim), '<span style="font-weight: bold;">NIT</span>' (nitrofurantoin), '<span style="font-weight: bold;">FOS</span>' (fosfomycin), '<span style="font-weight: bold;">LNZ</span>'</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (linezolid), '<span style="font-weight: bold;">CIP</span>' (ciprofloxacin), '<span style="font-weight: bold;">MFX</span>' (moxifloxacin), '<span style="font-weight: bold;">VAN</span>' (vancomycin),</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> '<span style="font-weight: bold;">TCY</span>' (tetracycline), '<span style="font-weight: bold;">DOX</span>' (doxycycline), '<span style="font-weight: bold;">ERY</span>' (erythromycin), '<span style="font-weight: bold;">CLI</span>'</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (clindamycin), '<span style="font-weight: bold;">AZM</span>' (azithromycin), '<span style="font-weight: bold;">MTR</span>' (metronidazole), '<span style="font-weight: bold;">CHL</span>'</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (chloramphenicol), '<span style="font-weight: bold;">COL</span>' (colistin), and '<span style="font-weight: bold;">RIF</span>' (rifampicin)</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `?administrable_per_os()` using columns <span style="color: #00BB00; font-weight: bold;">OXA</span> (oxacillin), <span style="color: #00BB00; font-weight: bold;">FLC</span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (flucloxacillin), <span style="color: #00BB00; font-weight: bold;">AMX</span> (amoxicillin), <span style="color: #00BB00; font-weight: bold;">AMC</span> (amoxicillin/clavulanic acid), <span style="color: #00BB00; font-weight: bold;">AMP</span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (ampicillin), <span style="color: #00BB00; font-weight: bold;">CXM</span> (cefuroxime), <span style="color: #00BB00; font-weight: bold;">KAN</span> (kanamycin), <span style="color: #00BB00; font-weight: bold;">TMP</span> (trimethoprim), <span style="color: #00BB00; font-weight: bold;">NIT</span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (nitrofurantoin), <span style="color: #00BB00; font-weight: bold;">FOS</span> (fosfomycin), <span style="color: #00BB00; font-weight: bold;">LNZ</span> (linezolid), <span style="color: #00BB00; font-weight: bold;">CIP</span> (ciprofloxacin), <span style="color: #00BB00; font-weight: bold;">MFX</span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (moxifloxacin), <span style="color: #00BB00; font-weight: bold;">VAN</span> (vancomycin), <span style="color: #00BB00; font-weight: bold;">TCY</span> (tetracycline), <span style="color: #00BB00; font-weight: bold;">DOX</span> (doxycycline), <span style="color: #00BB00; font-weight: bold;">ERY</span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (erythromycin), <span style="color: #00BB00; font-weight: bold;">CLI</span> (clindamycin), <span style="color: #00BB00; font-weight: bold;">AZM</span> (azithromycin), <span style="color: #00BB00; font-weight: bold;">MTR</span> (metronidazole),</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BB00; font-weight: bold;">CHL</span> (chloramphenicol), <span style="color: #00BB00; font-weight: bold;">COL</span> (colistin), and <span style="color: #00BB00; font-weight: bold;">RIF</span> (rifampicin)</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 2,000 × 23</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> OXA FLC AMX AMC AMP CXM KAN TMP NIT FOS LNZ CIP MFX </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span></span>
@@ -468,7 +467,7 @@ my_data_with_all_these_columns %&amp;gt;%
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="co"># filter using any() or all()</span></span></span>
<span class="r-in"><span><span class="va">example_isolates</span><span class="op">[</span><span class="fu"><a href="https://rdrr.io/r/base/any.html" class="external-link">any</a></span><span class="op">(</span><span class="fu">carbapenems</span><span class="op">(</span><span class="op">)</span> <span class="op">==</span> <span class="st">"R"</span><span class="op">)</span>, <span class="op">]</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `carbapenems()` using columns '<span style="font-weight: bold;">IPM</span>' (imipenem) and '<span style="font-weight: bold;">MEM</span>' (meropenem)</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `?carbapenems()` using columns <span style="color: #00BB00; font-weight: bold;">IPM</span> (imipenem) and <span style="color: #00BB00; font-weight: bold;">MEM</span> (meropenem)</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 55 × 46</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> date patient age gender ward mo PEN OXA FLC AMX </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;date&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;mo&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span></span>
@@ -490,7 +489,7 @@ my_data_with_all_these_columns %&amp;gt;%
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># TCY &lt;sir&gt;, TGC &lt;sir&gt;, DOX &lt;sir&gt;, ERY &lt;sir&gt;, CLI &lt;sir&gt;, AZM &lt;sir&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># IPM &lt;sir&gt;, MEM &lt;sir&gt;, MTR &lt;sir&gt;, CHL &lt;sir&gt;, COL &lt;sir&gt;, MUP &lt;sir&gt;, …</span></span>
<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/subset.html" class="external-link">subset</a></span><span class="op">(</span><span class="va">example_isolates</span>, <span class="fu"><a href="https://rdrr.io/r/base/any.html" class="external-link">any</a></span><span class="op">(</span><span class="fu">carbapenems</span><span class="op">(</span><span class="op">)</span> <span class="op">==</span> <span class="st">"R"</span><span class="op">)</span><span class="op">)</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `carbapenems()` using columns '<span style="font-weight: bold;">IPM</span>' (imipenem) and '<span style="font-weight: bold;">MEM</span>' (meropenem)</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `?carbapenems()` using columns <span style="color: #00BB00; font-weight: bold;">IPM</span> (imipenem) and <span style="color: #00BB00; font-weight: bold;">MEM</span> (meropenem)</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 55 × 46</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> date patient age gender ward mo PEN OXA FLC AMX </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;date&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;mo&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span></span>
@@ -514,7 +513,7 @@ my_data_with_all_these_columns %&amp;gt;%
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="co"># filter on any or all results in the carbapenem columns (i.e., IPM, MEM):</span></span></span>
<span class="r-in"><span><span class="va">example_isolates</span><span class="op">[</span><span class="fu"><a href="https://rdrr.io/r/base/any.html" class="external-link">any</a></span><span class="op">(</span><span class="fu">carbapenems</span><span class="op">(</span><span class="op">)</span><span class="op">)</span>, <span class="op">]</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `carbapenems()` using columns '<span style="font-weight: bold;">IPM</span>' (imipenem) and '<span style="font-weight: bold;">MEM</span>' (meropenem)</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `?carbapenems()` using columns <span style="color: #00BB00; font-weight: bold;">IPM</span> (imipenem) and <span style="color: #00BB00; font-weight: bold;">MEM</span> (meropenem)</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> Filtering any of columns '<span style="font-weight: bold;">IPM</span>' and '<span style="font-weight: bold;">MEM</span>' to contain value "S", "I" or "R"</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 962 × 46</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> date patient age gender ward mo PEN OXA FLC AMX </span>
@@ -537,7 +536,7 @@ my_data_with_all_these_columns %&amp;gt;%
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># TCY &lt;sir&gt;, TGC &lt;sir&gt;, DOX &lt;sir&gt;, ERY &lt;sir&gt;, CLI &lt;sir&gt;, AZM &lt;sir&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># IPM &lt;sir&gt;, MEM &lt;sir&gt;, MTR &lt;sir&gt;, CHL &lt;sir&gt;, COL &lt;sir&gt;, MUP &lt;sir&gt;, …</span></span>
<span class="r-in"><span><span class="va">example_isolates</span><span class="op">[</span><span class="fu"><a href="https://rdrr.io/r/base/all.html" class="external-link">all</a></span><span class="op">(</span><span class="fu">carbapenems</span><span class="op">(</span><span class="op">)</span><span class="op">)</span>, <span class="op">]</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `carbapenems()` using columns '<span style="font-weight: bold;">IPM</span>' (imipenem) and '<span style="font-weight: bold;">MEM</span>' (meropenem)</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `?carbapenems()` using columns <span style="color: #00BB00; font-weight: bold;">IPM</span> (imipenem) and <span style="color: #00BB00; font-weight: bold;">MEM</span> (meropenem)</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> Filtering all of columns '<span style="font-weight: bold;">IPM</span>' and '<span style="font-weight: bold;">MEM</span>' to contain value "S", "I" or "R"</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 756 × 46</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> date patient age gender ward mo PEN OXA FLC AMX </span>
@@ -562,9 +561,9 @@ my_data_with_all_these_columns %&amp;gt;%
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="co"># filter with multiple antimicrobial selectors using c()</span></span></span>
<span class="r-in"><span><span class="va">example_isolates</span><span class="op">[</span><span class="fu"><a href="https://rdrr.io/r/base/all.html" class="external-link">all</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 class="fu">carbapenems</span><span class="op">(</span><span class="op">)</span>, <span class="fu">aminoglycosides</span><span class="op">(</span><span class="op">)</span><span class="op">)</span> <span class="op">==</span> <span class="st">"R"</span><span class="op">)</span>, <span class="op">]</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `carbapenems()` using columns '<span style="font-weight: bold;">IPM</span>' (imipenem) and '<span style="font-weight: bold;">MEM</span>' (meropenem)</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `aminoglycosides()` using columns '<span style="font-weight: bold;">GEN</span>' (gentamicin), '<span style="font-weight: bold;">TOB</span>' (tobramycin),</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> '<span style="font-weight: bold;">AMK</span>' (amikacin), and '<span style="font-weight: bold;">KAN</span>' (kanamycin)</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `?carbapenems()` using columns <span style="color: #00BB00; font-weight: bold;">IPM</span> (imipenem) and <span style="color: #00BB00; font-weight: bold;">MEM</span> (meropenem)</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `?aminoglycosides()` using columns <span style="color: #00BB00; font-weight: bold;">GEN</span> (gentamicin), <span style="color: #00BB00; font-weight: bold;">TOB</span> (tobramycin),</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BB00; font-weight: bold;">AMK</span> (amikacin), and <span style="color: #00BB00; font-weight: bold;">KAN</span> (kanamycin)</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 26 × 46</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> date patient age gender ward mo PEN OXA FLC AMX </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;date&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;mo&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span></span>
@@ -588,11 +587,10 @@ my_data_with_all_these_columns %&amp;gt;%
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="co"># filter + select in one go: get penicillins in carbapenem-resistant strains</span></span></span>
<span class="r-in"><span><span class="va">example_isolates</span><span class="op">[</span><span class="fu"><a href="https://rdrr.io/r/base/any.html" class="external-link">any</a></span><span class="op">(</span><span class="fu">carbapenems</span><span class="op">(</span><span class="op">)</span> <span class="op">==</span> <span class="st">"R"</span><span class="op">)</span>, <span class="fu">penicillins</span><span class="op">(</span><span class="op">)</span><span class="op">]</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `carbapenems()` using columns '<span style="font-weight: bold;">IPM</span>' (imipenem) and '<span style="font-weight: bold;">MEM</span>' (meropenem)</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `penicillins()` using columns '<span style="font-weight: bold;">PEN</span>' (benzylpenicillin), '<span style="font-weight: bold;">OXA</span>'</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (oxacillin), '<span style="font-weight: bold;">FLC</span>' (flucloxacillin), '<span style="font-weight: bold;">AMX</span>' (amoxicillin), '<span style="font-weight: bold;">AMC</span>'</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (amoxicillin/clavulanic acid), '<span style="font-weight: bold;">AMP</span>' (ampicillin), and '<span style="font-weight: bold;">TZP</span>'</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (piperacillin/tazobactam)</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `?carbapenems()` using columns <span style="color: #00BB00; font-weight: bold;">IPM</span> (imipenem) and <span style="color: #00BB00; font-weight: bold;">MEM</span> (meropenem)</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `?penicillins()` using columns <span style="color: #00BB00; font-weight: bold;">PEN</span> (benzylpenicillin), <span style="color: #00BB00; font-weight: bold;">OXA</span> (oxacillin),</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BB00; font-weight: bold;">FLC</span> (flucloxacillin), <span style="color: #00BB00; font-weight: bold;">AMX</span> (amoxicillin), <span style="color: #00BB00; font-weight: bold;">AMC</span> (amoxicillin/clavulanic acid),</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BB00; font-weight: bold;">AMP</span> (ampicillin), and <span style="color: #00BB00; font-weight: bold;">TZP</span> (piperacillin/tazobactam)</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 55 × 7</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> PEN OXA FLC AMX AMC AMP TZP </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span></span>
@@ -614,18 +612,16 @@ my_data_with_all_these_columns %&amp;gt;%
<span class="r-in"><span><span class="co"># drugs are both omitted since benzylpenicillin is not administrable per os</span></span></span>
<span class="r-in"><span><span class="co"># and erythromycin is not a penicillin:</span></span></span>
<span class="r-in"><span><span class="va">example_isolates</span><span class="op">[</span>, <span class="fu">penicillins</span><span class="op">(</span><span class="op">)</span> <span class="op">&amp;</span> <span class="fu">administrable_per_os</span><span class="op">(</span><span class="op">)</span><span class="op">]</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `penicillins()` using columns '<span style="font-weight: bold;">PEN</span>' (benzylpenicillin), '<span style="font-weight: bold;">OXA</span>'</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (oxacillin), '<span style="font-weight: bold;">FLC</span>' (flucloxacillin), '<span style="font-weight: bold;">AMX</span>' (amoxicillin), '<span style="font-weight: bold;">AMC</span>'</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (amoxicillin/clavulanic acid), '<span style="font-weight: bold;">AMP</span>' (ampicillin), and '<span style="font-weight: bold;">TZP</span>'</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (piperacillin/tazobactam)</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `administrable_per_os()` using columns '<span style="font-weight: bold;">OXA</span>' (oxacillin), '<span style="font-weight: bold;">FLC</span>'</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (flucloxacillin), '<span style="font-weight: bold;">AMX</span>' (amoxicillin), '<span style="font-weight: bold;">AMC</span>' (amoxicillin/clavulanic acid),</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> '<span style="font-weight: bold;">AMP</span>' (ampicillin), '<span style="font-weight: bold;">CXM</span>' (cefuroxime), '<span style="font-weight: bold;">KAN</span>' (kanamycin), '<span style="font-weight: bold;">TMP</span>'</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (trimethoprim), '<span style="font-weight: bold;">NIT</span>' (nitrofurantoin), '<span style="font-weight: bold;">FOS</span>' (fosfomycin), '<span style="font-weight: bold;">LNZ</span>'</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (linezolid), '<span style="font-weight: bold;">CIP</span>' (ciprofloxacin), '<span style="font-weight: bold;">MFX</span>' (moxifloxacin), '<span style="font-weight: bold;">VAN</span>' (vancomycin),</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> '<span style="font-weight: bold;">TCY</span>' (tetracycline), '<span style="font-weight: bold;">DOX</span>' (doxycycline), '<span style="font-weight: bold;">ERY</span>' (erythromycin), '<span style="font-weight: bold;">CLI</span>'</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (clindamycin), '<span style="font-weight: bold;">AZM</span>' (azithromycin), '<span style="font-weight: bold;">MTR</span>' (metronidazole), '<span style="font-weight: bold;">CHL</span>'</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (chloramphenicol), '<span style="font-weight: bold;">COL</span>' (colistin), and '<span style="font-weight: bold;">RIF</span>' (rifampicin)</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `?penicillins()` using columns <span style="color: #00BB00; font-weight: bold;">PEN</span> (benzylpenicillin), <span style="color: #00BB00; font-weight: bold;">OXA</span> (oxacillin),</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BB00; font-weight: bold;">FLC</span> (flucloxacillin), <span style="color: #00BB00; font-weight: bold;">AMX</span> (amoxicillin), <span style="color: #00BB00; font-weight: bold;">AMC</span> (amoxicillin/clavulanic acid),</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BB00; font-weight: bold;">AMP</span> (ampicillin), and <span style="color: #00BB00; font-weight: bold;">TZP</span> (piperacillin/tazobactam)</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `?administrable_per_os()` using columns <span style="color: #00BB00; font-weight: bold;">OXA</span> (oxacillin), <span style="color: #00BB00; font-weight: bold;">FLC</span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (flucloxacillin), <span style="color: #00BB00; font-weight: bold;">AMX</span> (amoxicillin), <span style="color: #00BB00; font-weight: bold;">AMC</span> (amoxicillin/clavulanic acid), <span style="color: #00BB00; font-weight: bold;">AMP</span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (ampicillin), <span style="color: #00BB00; font-weight: bold;">CXM</span> (cefuroxime), <span style="color: #00BB00; font-weight: bold;">KAN</span> (kanamycin), <span style="color: #00BB00; font-weight: bold;">TMP</span> (trimethoprim), <span style="color: #00BB00; font-weight: bold;">NIT</span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (nitrofurantoin), <span style="color: #00BB00; font-weight: bold;">FOS</span> (fosfomycin), <span style="color: #00BB00; font-weight: bold;">LNZ</span> (linezolid), <span style="color: #00BB00; font-weight: bold;">CIP</span> (ciprofloxacin), <span style="color: #00BB00; font-weight: bold;">MFX</span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (moxifloxacin), <span style="color: #00BB00; font-weight: bold;">VAN</span> (vancomycin), <span style="color: #00BB00; font-weight: bold;">TCY</span> (tetracycline), <span style="color: #00BB00; font-weight: bold;">DOX</span> (doxycycline), <span style="color: #00BB00; font-weight: bold;">ERY</span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (erythromycin), <span style="color: #00BB00; font-weight: bold;">CLI</span> (clindamycin), <span style="color: #00BB00; font-weight: bold;">AZM</span> (azithromycin), <span style="color: #00BB00; font-weight: bold;">MTR</span> (metronidazole),</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BB00; font-weight: bold;">CHL</span> (chloramphenicol), <span style="color: #00BB00; font-weight: bold;">COL</span> (colistin), and <span style="color: #00BB00; font-weight: bold;">RIF</span> (rifampicin)</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 2,000 × 5</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> OXA FLC AMX AMC AMP </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span></span>
@@ -645,11 +641,11 @@ my_data_with_all_these_columns %&amp;gt;%
<span class="r-in"><span><span class="co"># very flexible. For instance, to select antimicrobials with an oral DDD</span></span></span>
<span class="r-in"><span><span class="co"># of at least 1 gram:</span></span></span>
<span class="r-in"><span><span class="va">example_isolates</span><span class="op">[</span>, <span class="fu">amr_selector</span><span class="op">(</span><span class="va">oral_ddd</span> <span class="op">&gt;</span> <span class="fl">1</span> <span class="op">&amp;</span> <span class="va">oral_units</span> <span class="op">==</span> <span class="st">"g"</span><span class="op">)</span><span class="op">]</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `amr_selector(oral_ddd &gt; 1 &amp; oral_units == "g")` using columns '<span style="font-weight: bold;">OXA</span>'</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (oxacillin), '<span style="font-weight: bold;">FLC</span>' (flucloxacillin), '<span style="font-weight: bold;">AMX</span>' (amoxicillin), '<span style="font-weight: bold;">AMC</span>'</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (amoxicillin/clavulanic acid), '<span style="font-weight: bold;">AMP</span>' (ampicillin), '<span style="font-weight: bold;">KAN</span>' (kanamycin), '<span style="font-weight: bold;">FOS</span>'</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (fosfomycin), '<span style="font-weight: bold;">LNZ</span>' (linezolid), '<span style="font-weight: bold;">VAN</span>' (vancomycin), '<span style="font-weight: bold;">ERY</span>' (erythromycin),</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> '<span style="font-weight: bold;">CLI</span>' (clindamycin), '<span style="font-weight: bold;">MTR</span>' (metronidazole), and '<span style="font-weight: bold;">CHL</span>' (chloramphenicol)</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `?amr_selector(oral_ddd &gt; 1 &amp; oral_units == "g")` using columns <span style="color: #00BB00; font-weight: bold;">OXA</span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (oxacillin), <span style="color: #00BB00; font-weight: bold;">FLC</span> (flucloxacillin), <span style="color: #00BB00; font-weight: bold;">AMX</span> (amoxicillin), <span style="color: #00BB00; font-weight: bold;">AMC</span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (amoxicillin/clavulanic acid), <span style="color: #00BB00; font-weight: bold;">AMP</span> (ampicillin), <span style="color: #00BB00; font-weight: bold;">KAN</span> (kanamycin), <span style="color: #00BB00; font-weight: bold;">FOS</span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (fosfomycin), <span style="color: #00BB00; font-weight: bold;">LNZ</span> (linezolid), <span style="color: #00BB00; font-weight: bold;">VAN</span> (vancomycin), <span style="color: #00BB00; font-weight: bold;">ERY</span> (erythromycin), <span style="color: #00BB00; font-weight: bold;">CLI</span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (clindamycin), <span style="color: #00BB00; font-weight: bold;">MTR</span> (metronidazole), and <span style="color: #00BB00; font-weight: bold;">CHL</span> (chloramphenicol)</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 2,000 × 13</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> OXA FLC AMX AMC AMP KAN FOS LNZ VAN ERY CLI MTR CHL </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span></span>
@@ -689,17 +685,17 @@ my_data_with_all_these_columns %&amp;gt;%
<span class="r-msg co"><span class="r-pr">#&gt;</span> The following objects are masked from package:AMR:</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> </span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> %like%, like</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `carbapenems()` using columns '<span style="font-weight: bold;">IPM</span>' (imipenem) and '<span style="font-weight: bold;">MEM</span>' (meropenem)</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `?carbapenems()` using columns <span style="color: #00BB00; font-weight: bold;">IPM</span> (imipenem) and <span style="color: #00BB00; font-weight: bold;">MEM</span> (meropenem)</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>It should never be needed to print an antimicrobial selector class. Are you</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> using <span style="color: #0000BB;">data.table</span>? Then add the argument `with = FALSE`, see our examples at</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> `amr_selector()` (`?AMR::amr_selector()`).</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class 'amr_selector'</span>
<span class="r-wrn co"><span class="r-pr">#&gt;</span> `?amr_selector()`.</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class <span style="color: #0000BB;">&lt;amr_selector&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] IPM MEM</span>
<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://r-datatable.com" class="external-link">"data.table"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
<span class="r-in"><span> <span class="co"># so `with = FALSE` is required</span></span></span>
<span class="r-in"><span> <span class="va">dt</span><span class="op">[</span>, <span class="fu">carbapenems</span><span class="op">(</span><span class="op">)</span>, with <span class="op">=</span> <span class="cn">FALSE</span><span class="op">]</span></span></span>
<span class="r-in"><span><span class="op">}</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `carbapenems()` using columns '<span style="font-weight: bold;">IPM</span>' (imipenem) and '<span style="font-weight: bold;">MEM</span>' (meropenem)</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `?carbapenems()` using columns <span style="color: #00BB00; font-weight: bold;">IPM</span> (imipenem) and <span style="color: #00BB00; font-weight: bold;">MEM</span> (meropenem)</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> IPM MEM</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> &lt;sir&gt; &lt;sir&gt;</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 1: &lt;NA&gt; &lt;NA&gt;</span>
@@ -718,8 +714,8 @@ my_data_with_all_these_columns %&amp;gt;%
<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://r-datatable.com" class="external-link">"data.table"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
<span class="r-in"><span> <span class="va">dt</span><span class="op">[</span>, <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"mo"</span>, <span class="fu">aminoglycosides</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">]</span></span></span>
<span class="r-in"><span><span class="op">}</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `aminoglycosides()` using columns '<span style="font-weight: bold;">GEN</span>' (gentamicin), '<span style="font-weight: bold;">TOB</span>' (tobramycin),</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> '<span style="font-weight: bold;">AMK</span>' (amikacin), and '<span style="font-weight: bold;">KAN</span>' (kanamycin)</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `?aminoglycosides()` using columns <span style="color: #00BB00; font-weight: bold;">GEN</span> (gentamicin), <span style="color: #00BB00; font-weight: bold;">TOB</span> (tobramycin),</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BB00; font-weight: bold;">AMK</span> (amikacin), and <span style="color: #00BB00; font-weight: bold;">KAN</span> (kanamycin)</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> mo GEN TOB AMK KAN</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> &lt;mo&gt; &lt;sir&gt; &lt;sir&gt; &lt;sir&gt; &lt;sir&gt;</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 1: B_ESCHR_COLI &lt;NA&gt; &lt;NA&gt; &lt;NA&gt; &lt;NA&gt;</span>
@@ -736,9 +732,9 @@ my_data_with_all_these_columns %&amp;gt;%
<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://r-datatable.com" class="external-link">"data.table"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
<span class="r-in"><span> <span class="va">dt</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="fu">carbapenems</span><span class="op">(</span><span class="op">)</span>, <span class="fu">aminoglycosides</span><span class="op">(</span><span class="op">)</span><span class="op">)</span><span class="op">]</span></span></span>
<span class="r-in"><span><span class="op">}</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `carbapenems()` using columns '<span style="font-weight: bold;">IPM</span>' (imipenem) and '<span style="font-weight: bold;">MEM</span>' (meropenem)</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `aminoglycosides()` using columns '<span style="font-weight: bold;">GEN</span>' (gentamicin), '<span style="font-weight: bold;">TOB</span>' (tobramycin),</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> '<span style="font-weight: bold;">AMK</span>' (amikacin), and '<span style="font-weight: bold;">KAN</span>' (kanamycin)</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `?carbapenems()` using columns <span style="color: #00BB00; font-weight: bold;">IPM</span> (imipenem) and <span style="color: #00BB00; font-weight: bold;">MEM</span> (meropenem)</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `?aminoglycosides()` using columns <span style="color: #00BB00; font-weight: bold;">GEN</span> (gentamicin), <span style="color: #00BB00; font-weight: bold;">TOB</span> (tobramycin),</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BB00; font-weight: bold;">AMK</span> (amikacin), and <span style="color: #00BB00; font-weight: bold;">KAN</span> (kanamycin)</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> IPM MEM GEN TOB AMK KAN</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> &lt;sir&gt; &lt;sir&gt; &lt;sir&gt; &lt;sir&gt; &lt;sir&gt; &lt;sir&gt;</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 1: &lt;NA&gt; &lt;NA&gt; &lt;NA&gt; &lt;NA&gt; &lt;NA&gt; &lt;NA&gt;</span>
@@ -757,7 +753,7 @@ my_data_with_all_these_columns %&amp;gt;%
<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://r-datatable.com" class="external-link">"data.table"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
<span class="r-in"><span> <span class="va">dt</span><span class="op">[</span><span class="fu"><a href="https://rdrr.io/r/base/any.html" class="external-link">any</a></span><span class="op">(</span><span class="fu">carbapenems</span><span class="op">(</span><span class="op">)</span> <span class="op">==</span> <span class="st">"S"</span><span class="op">)</span>, <span class="op">]</span></span></span>
<span class="r-in"><span><span class="op">}</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `carbapenems()` using columns '<span style="font-weight: bold;">IPM</span>' (imipenem) and '<span style="font-weight: bold;">MEM</span>' (meropenem)</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `?carbapenems()` using columns <span style="color: #00BB00; font-weight: bold;">IPM</span> (imipenem) and <span style="color: #00BB00; font-weight: bold;">MEM</span> (meropenem)</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> date patient age gender ward mo PEN OXA FLC</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> &lt;Date&gt; &lt;char&gt; &lt;num&gt; &lt;char&gt; &lt;char&gt; &lt;mo&gt; &lt;sir&gt; &lt;sir&gt; &lt;sir&gt;</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 1: 2002-01-19 738003 71 M Clinical B_ESCHR_COLI R &lt;NA&gt; &lt;NA&gt;</span>
@@ -826,11 +822,10 @@ my_data_with_all_these_columns %&amp;gt;%
<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://r-datatable.com" class="external-link">"data.table"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
<span class="r-in"><span> <span class="va">dt</span><span class="op">[</span><span class="fu"><a href="https://rdrr.io/r/base/any.html" class="external-link">any</a></span><span class="op">(</span><span class="fu">carbapenems</span><span class="op">(</span><span class="op">)</span> <span class="op">==</span> <span class="st">"S"</span><span class="op">)</span>, <span class="fu">penicillins</span><span class="op">(</span><span class="op">)</span>, with <span class="op">=</span> <span class="cn">FALSE</span><span class="op">]</span></span></span>
<span class="r-in"><span><span class="op">}</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `carbapenems()` using columns '<span style="font-weight: bold;">IPM</span>' (imipenem) and '<span style="font-weight: bold;">MEM</span>' (meropenem)</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `penicillins()` using columns '<span style="font-weight: bold;">PEN</span>' (benzylpenicillin), '<span style="font-weight: bold;">OXA</span>'</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (oxacillin), '<span style="font-weight: bold;">FLC</span>' (flucloxacillin), '<span style="font-weight: bold;">AMX</span>' (amoxicillin), '<span style="font-weight: bold;">AMC</span>'</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (amoxicillin/clavulanic acid), '<span style="font-weight: bold;">AMP</span>' (ampicillin), and '<span style="font-weight: bold;">TZP</span>'</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> (piperacillin/tazobactam)</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `?carbapenems()` using columns <span style="color: #00BB00; font-weight: bold;">IPM</span> (imipenem) and <span style="color: #00BB00; font-weight: bold;">MEM</span> (meropenem)</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;"></span> For `?penicillins()` using columns <span style="color: #00BB00; font-weight: bold;">PEN</span> (benzylpenicillin), <span style="color: #00BB00; font-weight: bold;">OXA</span> (oxacillin),</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BB00; font-weight: bold;">FLC</span> (flucloxacillin), <span style="color: #00BB00; font-weight: bold;">AMX</span> (amoxicillin), <span style="color: #00BB00; font-weight: bold;">AMC</span> (amoxicillin/clavulanic acid),</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BB00; font-weight: bold;">AMP</span> (ampicillin), and <span style="color: #00BB00; font-weight: bold;">TZP</span> (piperacillin/tazobactam)</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> PEN OXA FLC AMX AMC AMP TZP</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> &lt;sir&gt; &lt;sir&gt; &lt;sir&gt; &lt;sir&gt; &lt;sir&gt; &lt;sir&gt; &lt;sir&gt;</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 1: R &lt;NA&gt; &lt;NA&gt; &lt;NA&gt; I &lt;NA&gt; &lt;NA&gt;</span>