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<h1 class="title d-none d-lg-block">Guideline</h1>
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<h2 class="anchored" data-anchor-id="reviews-and-guidelines">Reviews and Guidelines</h2>
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</p><pre class="mermaid mermaid-js" data-tooltip-selector="#mermaid-tooltip-1">flowchart LR
r[Reviews] --> p1(Wyss et al. 2022<br>Pharmacoepidemiol Drug Saf.)
r --> p0(Schneeweiss et al. 2018<br>Clin Epidemiol.)
g[Guideline] --> p2(Rassen et al. 2022<br>Pharmacoepidemiol Drug Saf.)
g --> p3(Tazare et al. 2022<br>Pharmacoepidemiol Drug Saf.)
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<p><span class="citation" data-cites="wyss2022machine rassen2023high tazare2022transparency schneeweiss2018automated">(<a href="references.html#ref-wyss2022machine" role="doc-biblioref">Wyss et al. 2022</a>; <a href="references.html#ref-rassen2023high" role="doc-biblioref">Rassen et al. 2023</a>; <a href="references.html#ref-tazare2022transparency" role="doc-biblioref">Tazare et al. 2022</a>; <a href="references.html#ref-schneeweiss2018automated" role="doc-biblioref">Schneeweiss 2018</a>)</span></p>
</div></div><div id="refs" class="references csl-bib-body hanging-indent" role="doc-bibliography" style="display: none">
<div id="ref-rassen2023high" class="csl-entry" role="doc-biblioentry">
Rassen, Jeremy A, Patrick Blin, Sebastian Kloss, Romain S Neugebauer, Robert W Platt, Anton Pottegård, Sebastian Schneeweiss, and Sengwee Toh. 2023. <span>“High-Dimensional Propensity Scores for Empirical Covariate Selection in Secondary Database Studies: Planning, Implementation, and Reporting.”</span> <em>Pharmacoepidemiology and Drug Safety</em> 32 (2): 93–106.
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<div id="ref-schneeweiss2018automated" class="csl-entry" role="doc-biblioentry">
Schneeweiss, Sebastian. 2018. <span>“Automated Data-Adaptive Analytics for Electronic Healthcare Data to Study Causal Treatment Effects.”</span> <em>Clinical Epidemiology</em>, 771–88.
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<div id="ref-tazare2022transparency" class="csl-entry" role="doc-biblioentry">
Tazare, John, Richard Wyss, Jessica M Franklin, Liam Smeeth, Stephen JW Evans, Shirley V Wang, Sebastian Schneeweiss, Ian J Douglas, Joshua J Gagne, and Elizabeth J Williamson. 2022. <span>“Transparency of High-Dimensional Propensity Score Analyses: Guidance for Diagnostics and Reporting.”</span> <em>Pharmacoepidemiology and Drug Safety</em> 31 (4): 411–23.
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<div id="ref-wyss2022machine" class="csl-entry" role="doc-biblioentry">
Wyss, Richard, Chen Yanover, Tal El-Hay, Dimitri Bennett, Robert W Platt, Andrew R Zullo, Grammati Sari, et al. 2022. <span>“Machine Learning for Improving High-Dimensional Proxy Confounder Adjustment in Healthcare Database Studies: An Overview of the Current Literature.”</span> <em>Pharmacoepidemiology and Drug Safety</em> 31 (9): 932–43.
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