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<option value="abstract-text">Abstract (text)</option>
</select>
</div>
<div class="include-supplemental-container">
<input type="checkbox" aria-label="Include MeSH and other data" name="include-supplemental" id="email-include-supplemental" class="email-include-supplemental">
<label for="email-include-supplemental" class="email-include-supplemental-label">MeSH and other data</label>
</div>
<div class="form-field recaptcha ">
<div class="g-recaptcha" id="id-recaptcha" data-sitekey="6LfsWHMdAAAAAClKbtOpjQ2pMjgsGxvv7NdZW9uI"></div>
</div>
<div id="captcha-error-message" class="usa-input-error-message captcha-validation-message" role="alert"></div>
<div class="action-panel-actions">
<button class="action-panel-submit"
type="submit"
data-loading-label="Sending..."
data-ga-category="save_share"
data-ga-action="email"
data-ga-label="send">
Send email
</button>
<button class="action-panel-cancel"
aria-label="Close 'Email citations' panel"
ref="linksrc=close_email_panel"
aria-controls="email-action-panel"
aria-expanded="false"
data-ga-category="save_share"
data-ga-action="email"
data-ga-label="cancel">
Cancel
</button>
</div>
<input type="hidden" name="email-search-details" value="" />
<input type="hidden" name="email-search-details-hash" value="0e42663a6c3bd85498fcb88798998fed7bfdc45d457db35281e41afe13cc0524" />
</form>
</div>
</div>
<div id="collections-action-panel"
class="collections-action-panel action-panel in-progress-dots-panel"
aria-hidden="true"
data-collections-open-panel-enabled="false"
data-collections-open-panel-url-hash="#open-collections-panel">
<div class="inner-wrap">
<h3 class="action-panel-heading">
Add to Collections
</h3>
<form id="collections-action-panel-form"
class="collections-action-panel-form action-panel-content action-form action-panel-smaller-selectors"
data-existing-collections-url="/list-existing-collections/"
data-add-to-existing-collection-url="/add-to-existing-collection/"
data-create-and-add-to-new-collection-url="/create-and-add-to-new-collection/"
data-get-article-ids-by-search-url="/get-article-ids-by-search/"
data-myncbi-max-collection-name-length="100"
data-add-to-collection-max-amount="1000"
data-collections-root-url="https://www.ncbi.nlm.nih.gov/myncbi/collections/">
<input type="hidden" name="csrfmiddlewaretoken" value="nhomyrpWyDCLzGgoH4am46Ev4p2qmIJCE48rbhSi8epft7meknNoyea9CtKCfjhW">
<div class="choice-group" role="radiogroup">
<ul class="radio-group-items">
<li>
<input type="radio"
id="collections-action-panel-new"
class="collections-new"
name="collections"
value="new"
data-ga-category="save_share"
data-ga-action="collections"
data-ga-label="collections_radio_new">
<label for="collections-action-panel-new">Create a new collection</label>
</li>
<li>
<input type="radio"
id="collections-action-panel-existing"
class="collections-existing"
name="collections"
value="existing"
checked="true"
data-ga-category="save_share"
data-ga-action="collections"
data-ga-label="collections_radio_existing">
<label for="collections-action-panel-existing">Add to an existing collection</label>
</li>
</ul>
</div>
<div class="controls-wrapper">
<div class="action-panel-control-wrap new-collections-controls">
<label for="collections-action-panel-add-to-new" class="action-panel-label required-field-asterisk">
Name your collection:
</label>
<input
type="text"
name="add-to-new-collection"
id="collections-action-panel-add-to-new"
class="collections-action-add-to-new"
pattern="[^&quot;&amp;=&lt;&gt;\/]*" title="The following characters are not allowed in the Name field: &quot;&amp;=&lt;&gt;/"
maxlength="100"
data-ga-category="save_share"
data-ga-action="create_collection"
data-ga-label="non_favorties_collection">
<div class="collections-new-name-too-long usa-input-error-message selection-validation-message">
Name must be less than 100 characters
</div>
</div>
<div class="action-panel-control-wrap existing-collections-controls">
<label for="collections-action-panel-add-to-existing" class="action-panel-label">
Choose a collection:
</label>
<select id="collections-action-panel-add-to-existing"
class="action-panel-selector collections-action-add-to-existing"
data-ga-category="save_share"
data-ga-action="select_collection"
data-ga-label="($('#collections-action-add-to-existing').val() === 'Favorites') ? 'Favorites' : 'non_favorites_collection'">
</select>
<div class="collections-retry-load-on-error usa-input-error-message selection-validation-message">
Unable to load your collection due to an error<br>
<a href="#">Please try again</a>
</div>
</div>
</div>
<div class="action-panel-actions">
<button class="action-panel-submit"
type="submit"
data-loading-label="Adding..."
data-pinger-ignore
data-ga-category="save_share"
data-ga-action="collections"
data-ga-label="add">
Add
</button>
<button class="action-panel-cancel"
aria-label="Close 'Add to Collections' panel"
ref="linksrc=close_collections_panel"
aria-controls="collections-action-panel"
aria-expanded="false"
data-ga-category="save_share"
data-ga-action="collections"
data-ga-label="cancel">
Cancel
</button>
</div>
</form>
</div>
</div>
<div id="bibliography-action-panel"
class="bibliography-action-panel action-panel in-progress-dots-panel"
aria-hidden="true"
data-bibliography-open-panel-enabled="false"
data-bibliography-open-panel-url-hash="#open-bibliography-panel">
<div class="inner-wrap">
<h3 class="action-panel-heading">
Add to My Bibliography
</h3>
<form id="bibliography-action-panel-form"
class="bibliography-action-panel-form action-panel-content action-form action-panel-smaller-selectors"
data-add-to-bibliography-max-amount="100"
data-add-to-bibliography-batch-size="10"
data-bibliography-delegates-url="/list-bibliography-delegates/"
data-add-to-bibliography-url="/add-to-bibliography/"
data-get-article-ids-by-search-url="/get-article-ids-by-search/"
data-mybib-root-url="https://www.ncbi.nlm.nih.gov/myncbi/collections/mybibliography/">
<input type="hidden" name="csrfmiddlewaretoken" value="nhomyrpWyDCLzGgoH4am46Ev4p2qmIJCE48rbhSi8epft7meknNoyea9CtKCfjhW">
<div class="action-panel-control-wrap bibliographies-controls">
<div class="choice-group">
<ul class="bibliographies-action-add radio-group-items">
<li>
<input name="bibliography" id="my-bibliography" class="my-bibliography" type="radio" checked/>
<label for="my-bibliography">My Bibliography</label>
</li>
</ul>
</div>
</div>
<div class="bibliographies-retry-load-on-error usa-input-error-message selection-validation-message">
Unable to load your delegates due to an error<br>
<a href="#">Please try again</a>
</div>
<div class="action-panel-actions">
<button class="action-panel-submit"
type="submit"
data-loading-label="Adding..."
data-pinger-ignore>
Add
</button>
<button class="action-panel-cancel"
aria-label="Close 'Add to bibliography' panel"
ref="linksrc=close_bibliography_panel"
aria-controls="bibliography-action-panel"
aria-expanded="false"
data-ga-category="save_share"
data-ga-action="mybib"
data-ga-label="cancel">
Cancel
</button>
</div>
</form>
</div>
</div>
<div id="saved-search-action-panel" class="saved-search-action-panel action-panel " aria-hidden="true"
data-saved-search-open-panel-enabled="false"
data-saved-search-open-panel-url-hash="#open-saved-search-panel">
<div class="inner-wrap">
<h2 class="action-panel-heading">
Your saved search
</h2>
<form id="saved-search-action-panel-form"
class="saved-search-action-panel-form action-panel-content action-form"
data-create-saved-search-url="/create-saved-search/"
data-try-search-terms-url="/try-search-term/"
data-saved-search-root-url="https://www.ncbi.nlm.nih.gov/myncbi/searches/">
<input type="hidden" name="csrfmiddlewaretoken" value="nhomyrpWyDCLzGgoH4am46Ev4p2qmIJCE48rbhSi8epft7meknNoyea9CtKCfjhW">
<div class="action-panel-control-wrap">
<label for="saved-search-name" class="action-panel-label saved-search-name-label required-field-asterisk">
Name of saved search:
</label>
<input maxlength="200"
type="text"
name="saved-search-name"
id="saved-search-name"
class="saved-search-name"
value=""
required
pattern="[^&quot;&amp;=&lt;&gt;\/]*" title="The following characters are not allowed in the Name field: &quot;&amp;=&lt;&gt;/">
</div>
<div class="action-panel-control-wrap">
<label for="saved-search-term" class="action-panel-label required-field-asterisk">
Search terms:
</label>
<textarea name="saved-search-term" id="saved-search-term" class="saved-search-term" required></textarea>
</div>
<div class="test-search-term-wrap">
<a href="#" class="try-search-term">Test search terms</a>
</div>
<div class="choice-group action-panel-extra-margin-top">
<span class="action-panel-label" id="fieldset-label">
Would you like email updates of new search results?
</span>
<fieldset id="saved-search-alert" aria-describedby="fieldset-label">
<legend class="usa-sr-only">Saved Search Alert Radio Buttons</legend>
<ul class="radio-group-items">
<li>
<input type="radio" id="saved-search-alert-yes" class="saved-search-alert-yes" name="saved-search-alert" value="yes" checked>
<label for="saved-search-alert-yes" class="action-panel-label">Yes</label>
</li>
<li>
<input aria-label="No radio input" type="radio" id="saved-search-alert-no" class="saved-search-alert-no" name="saved-search-alert" value="no">
<label for="saved-search-alert-no" class="action-panel-label">No</label>
</li>
</ul>
</fieldset>
</div>
<div class="alert-schedule-wrap">
<div class="action-panel-control-wrap">
<label class="action-panel-label">
Email:
</label>
<span aria-label="Email address" id="saved-search-email" class="action-panel-label"><span class="action-panel-label-bold"></span> (<a class="myncbi-account-settings" href="https://www.ncbi.nlm.nih.gov/account/settings/">change</a>)</span>
</div>
<div class="action-panel-control-wrap action-panel-extra-margin-top">
<label for="saved-search-frequency" class="action-panel-label">
Frequency:
</label>
<select id="saved-search-frequency" class="no-border-panel-selector saved-search-frequency">
<option value="monthly">Monthly</option>
<option value="weekly">Weekly</option>
<option value="daily">Daily</option>
</select>
</div>
<div class="action-panel-control-wrap saved-search-monthly-additional">
<label for="saved-search-monthly-on-day" class="action-panel-label">
Which day?
</label>
<select id="saved-search-monthly-on-day" class="no-border-panel-selector">
<option value="Sunday">The first Sunday</option>
<option value="Monday">The first Monday</option>
<option value="Tuesday">The first Tuesday</option>
<option value="Wednesday">The first Wednesday</option>
<option value="Thursday">The first Thursday</option>
<option value="Friday">The first Friday</option>
<option value="Saturday">The first Saturday</option>
<option value="day">The first day</option>
<option value="weekday">The first weekday</option>
</select>
</div>
<div class="action-panel-control-wrap saved-search-weekly-additional">
<label for="saved-search-weekly-on-day" class="action-panel-label">
Which day?
</label>
<select id="saved-search-weekly-on-day" class="no-border-panel-selector saved-search-weekly-on-day">
<option value="Sunday">Sunday</option>
<option value="Monday">Monday</option>
<option value="Tuesday">Tuesday</option>
<option value="Wednesday">Wednesday</option>
<option value="Thursday">Thursday</option>
<option value="Friday">Friday</option>
<option value="Saturday">Saturday</option>
</select>
</div>
<div class="action-panel-control-wrap">
<label for="saved-search-report" class="action-panel-label">
Report format:
</label>
<select id="saved-search-report" class="no-border-panel-selector saved-search-report">
<option value="DocSum">Summary</option>
<option value="DocSumText">Summary (text)</option>
<option value="Abstract">Abstract</option>
<option value="AbstractText">Abstract (text)</option>
<option value="MEDLINE">PubMed</option>
</select>
</div>
<div class="action-panel-control-wrap">
<label for="saved-search-amount" class="action-panel-label">
Send at most:
</label>
<select id="saved-search-amount" class="no-border-panel-selector saved-search-amount">
<option value="1">1 item</option>
<option value="5" selected>5 items</option>
<option value="10">10 items</option>
<option value="20">20 items</option>
<option value="50">50 items</option>
<option value="100">100 items</option>
<option value="200">200 items</option>
</select>
</div>
<div>
<input type="checkbox" id="saved-search-send-if-no-result" class="saved-search-send-if-no-result" name="saved-search-send-if-no-result">
<label for="saved-search-send-if-no-result" class="action-panel-label smaller-checkbox">
Send even when there aren't any new results
</label>
</div>
<div class="action-panel-control-wrap option-text-in-email-wrap">
<label for="saved-search-email-text" class="action-panel-label">
Optional text in email:
</label>
<textarea name="saved-search-email-text"
id="saved-search-email-text"
class="saved-search-email-text"></textarea>
</div>
</div>
<div class="action-panel-actions">
<button class="action-panel-submit"
type="submit"
data-loading-label="Saving..."
data-ga-category="save_share"
data-ga-action="alert"
data-ga-label="save">
Save
</button>
<button class="action-panel-cancel"
aria-label="Close 'Your saved search' panel"
ref="linksrc=close_saved_search_panel"
aria-controls="saved-search-action-panel"
aria-expanded="false"
data-ga-category="save_share"
data-ga-action="alert"
data-ga-label="cancel">
Cancel
</button>
</div>
</form>
</div>
</div>
<div id="citation-manager-action-panel" class="citation-manager-action-panel action-panel" aria-hidden="true">
<div class="inner-wrap">
<h2 class="action-panel-heading">
Create a file for external citation management software
</h2>
<form id="citation-manager-action-panel-form"
class="action-panel-content action-form"
action="/results-export-ids/"
data-by-search-action="/results-export-search-data/"
data-by-ids-action="/results-export-ids/"
method="post"
data-by-search-method="post"
data-by-ids-method="post">
<input type="hidden" name="csrfmiddlewaretoken" value="nhomyrpWyDCLzGgoH4am46Ev4p2qmIJCE48rbhSi8epft7meknNoyea9CtKCfjhW">
<input name="results-format" type="hidden" value="pubmed"/>
<div class="action-panel-actions">
<button class="action-panel-submit"
type="submit"
data-loading-label="Sending..."
data-ga-category="save_share"
data-ga-action="citation_manager"
data-ga-label="save">
Create file
</button>
<button class="action-panel-cancel"
aria-label="Close 'Send citations to citation manager' panel"
ref="linksrc=close_citation_manager_panel"
aria-controls="citation-manager-action-panel"
aria-expanded="false"
data-ga-category="save_share"
data-ga-action="citation_manager"
data-ga-label="cancel">
Cancel
</button>
</div>
</form>
</div>
</div>
<div id="rss-action-panel" class="rss-action-panel action-panel " aria-hidden="true">
<div class="inner-wrap">
<h2 class="action-panel-heading">
Your RSS Feed
</h2>
<form id="rss-action-panel-form"
class="rss-action-panel-form action-panel-content action-form"
data-create-rss-feed-url="/create-rss-feed-url/"
data-search-form-term-value="">
<input type="hidden" name="csrfmiddlewaretoken" value="nhomyrpWyDCLzGgoH4am46Ev4p2qmIJCE48rbhSi8epft7meknNoyea9CtKCfjhW">
<div class="action-panel-control-wrap">
<label for="rss-name" class="action-panel-label required-field-asterisk">
Name of RSS Feed:
</label>
<input maxlength="200"
placeholder="Name"
type="text"
name="rss-name"
id="rss-name"
class="rss-name"
value=''
required
pattern="[^&quot;&amp;=&lt;&gt;\/]*" title="The following characters are not allowed in the Name field: &quot;&amp;=&lt;&gt;/">
</div>
<div class="rss-limit-wrap">
<div class="action-panel-control-wrap action-panel-extra-margin-top">
<label for="rss-limit" class="action-panel-label">
Number of items displayed:
</label>
<select id="rss-limit" class="no-border-panel-selector rss-limit">
<option value="5">5</option>
<option value="10">10</option>
<option value="15" selected="selected">15</option>
<option value="20">20</option>
<option value="50">50</option>
<option value="100">100</option>
</select>
</div>
</div>
<div class="action-panel-actions">
<button class="action-panel-submit"
type="submit"
data-loading-label="Creating..."
data-ga-category="save_share"
data-ga-action="alert"
data-ga-label="save">
Create RSS
</button>
<button class="action-panel-cancel"
aria-label="Close 'Your RSS' panel"
ref="linksrc=close_rss_panel"
aria-controls="rss-action-panel"
aria-expanded="false"
data-ga-category="save_share"
data-ga-action="alert"
data-ga-label="cancel">
Cancel
</button>
</div>
<div class="action-panel-control-wrap rss-link-copy-wrap">
<label for="rss-link" class="usa-sr-only">RSS Link</label>
<input placeholder="Your RSS Feed Link" type="text" name="rss-link" id="rss-link" class="rss-link" title="RSS Link">
<button
type="button"
disabled
class="rss-link-copy-button disabled"
data-ga-category="save_share"
data-ga-action="rss"
data-ga-label="copy">
Copy
</button>
</div>
</form>
</div>
</div>
</div>
</div>
<div class="article-page" id="article-page" data-article-pmid="38626948">
<aside class="page-sidebar">
<div class="inner-wrap">
<div class="full-text-links">
<div class="full-view">
<h3 class="title">
Full text links
</h3>
<div class="full-text-links-list">
<a class="link-item
dialog-focus"
href="https://www.bmj.com/lookup/pmidlookup?view=long&amp;pmid=38626948"
target="_blank"
rel="noopener"
ref="linksrc=fulltextorjournal_fulltext&amp;is_pmc=False&amp;PrId=3051&amp;itool=Abstract-def&amp;log$=linkouticon&amp;uid=38626948&amp;db=pubmed&amp;nlmid=8900488"
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pmc
"
href="https://pmc.ncbi.nlm.nih.gov/articles/pmid/38626948/"
target="_blank"
rel="noopener"
ref="linksrc=fulltextorjournal_fulltext&amp;is_pmc=True&amp;PrId=3494&amp;itool=Abstract-def&amp;log$=linkouticon&amp;uid=38626948&amp;db=pubmed&amp;nlmid=8900488"
title="Free full text at PubMed Central"
data-ga-category="full_text"
data-ga-action="PMC"
data-ga-label="38626948"
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Free PMC article
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</div>
</div>
<div class="short-view">
<a href="#" class="full-text-links-button full-text-links-dialog-trigger">
Full text links
</a>
</div>
</div>
<div class="actions-buttons sidebar"><h3 class="title">Actions</h3><div class="inner-wrap"><button class="citation-button citation-dialog-trigger"
aria-label="Open dialog with citation text in different styles"
data-ga-category="save_share"
data-ga-action="cite"
data-ga-label="open"
data-all-citations-url="/38626948/citations/"
data-citation-style="nlm"
data-pubmed-format-link="/38626948/export/"><span class="button-label">Cite</span></button><link type="text/css" href="ncbi-overlay-block/src/overlay-block.css"><div class="collections-button-container" data-article-id="38626948" data-article-db="pubmed"><button class="collections-button collections-dialog-trigger"
aria-label="Save article in MyNCBI collections."
data-ga-category="collections_button"
data-ga-action="click"
data-ga-label="collections_button"
data-collections-open-dialog-enabled="false"
data-collections-open-dialog-url="https://account.ncbi.nlm.nih.gov/?back_url=https%3A%2F%2Fpubmed.ncbi.nlm.nih.gov%2F38626948%2F%23open-collections-dialog"
data-in-collections="false"><span class="button-label">Collections</span></button><div class="overlay" role="dialog"><div id="collections-action-dialog"
class="dialog collections-dialog"
aria-hidden="true"><div class="title">Add to Collections</div><div class="collections-action-panel action-panel"><form id="collections-action-dialog-form"
class="collections-action-panel-form action-panel-content action-form action-panel-smaller-selectors"
data-existing-collections-url="/list-existing-collections/"
data-add-to-existing-collection-url="/add-to-existing-collection/"
data-create-and-add-to-new-collection-url="/create-and-add-to-new-collection/"
data-myncbi-max-collection-name-length="100"
data-collections-root-url="https://www.ncbi.nlm.nih.gov/myncbi/collections/"><input type="hidden" name="csrfmiddlewaretoken" value="nhomyrpWyDCLzGgoH4am46Ev4p2qmIJCE48rbhSi8epft7meknNoyea9CtKCfjhW"><div class="choice-group" role="radiogroup"><ul class="radio-group-items"><li><input type="radio"
id="collections-action-dialog-new"
class="collections-new"
name="collections"
value="new"
data-ga-category="collections_button"
data-ga-action="click"
data-ga-label="collections_radio_new"><label for="collections-action-dialog-new">Create a new collection</label></li><li><input type="radio"
id="collections-action-dialog-existing"
class="collections-existing"
name="collections"
value="existing"
checked="true"
data-ga-category="collections_button"
data-ga-action="click"
data-ga-label="collections_radio_existing"><label for="collections-action-dialog-existing">Add to an existing collection</label></li></ul></div><div class="controls-wrapper"><div class="action-panel-control-wrap new-collections-controls"><label for="collections-action-dialog-add-to-new" class="action-panel-label required-field-asterisk">
Name your collection:
</label><input
type="text"
name="add-to-new-collection"
id="collections-action-dialog-add-to-new"
class="collections-action-add-to-new"
pattern="[^&quot;&amp;=&lt;&gt;\/]*" title="The following characters are not allowed in the Name field: &quot;&amp;=&lt;&gt;/"
maxlength="100"
data-ga-category="collections_button"
data-ga-action="create_collection"
data-ga-label="non_favorties_collection"><div class="collections-new-name-too-long usa-input-error-message selection-validation-message">
Name must be less than 100 characters
</div></div><div class="action-panel-control-wrap existing-collections-controls"><label for="collections-action-dialog-add-to-existing" class="action-panel-label">
Choose a collection:
</label><select id="collections-action-dialog-add-to-existing"
class="action-panel-selector collections-action-add-to-existing"
data-ga-category="collections_button"
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<h1 class="heading-title">
TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods
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><sup class="key">1</sup> Centre for Statistics in Medicine, UK EQUATOR Centre, Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences, University of Oxford, Oxford OX3 7LD, UK.</li>
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><sup class="key">3</sup> Institute of Applied Health Research, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK.</li>
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><sup class="key">4</sup> National Institute for Health and Care Research (NIHR) Birmingham Biomedical Research Centre, Birmingham, UK.</li>
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><sup class="key">5</sup> Department of Epidemiology, Harvard T H Chan School of Public Health, Boston, MA, USA.</li>
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><sup class="key">6</sup> Department of Development and Regeneration, KU Leuven, Leuven, Belgium.</li>
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><sup class="key">7</sup> Department of Biomedical Data Science, Leiden University Medical Centre, Leiden, Netherlands.</li>
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><sup class="key">8</sup> Department of Electrical Engineering and Computer Science, Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA, USA.</li>
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><sup class="key">10</sup> University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK.</li>
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><sup class="key">11</sup> Institute for Medical Information Processing, Biometry and Epidemiology, Faculty of Medicine, Ludwig-Maximilians-University of Munich and Munich Centre of Machine Learning, Germany.</li>
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><sup class="key">14</sup> Beth Israel Deaconess Medical Center, Boston, MA, USA.</li>
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><sup class="key">15</sup> Laboratory for Computational Physiology, Massachusetts Institute of Technology, Cambridge, MA, USA.</li>
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><sup class="key">16</sup> Department of Biostatistics, Harvard T H Chan School of Public Health, Boston, MA, USA.</li>
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><sup class="key">17</sup> Institute of Health Informatics, University College London, London, UK.</li>
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><sup class="key">18</sup> British Heart Foundation Data Science Centre, London, UK.</li>
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><sup class="key">19</sup> Department of Computing, Imperial College London, London, UK.</li>
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><sup class="key">20</sup> Northwestern University Feinberg School of Medicine, Chicago, IL, USA.</li>
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><sup class="key">21</sup> Hardian Health, Haywards Heath, UK.</li>
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><sup class="key">22</sup> Section for Clinical Biometrics, Centre for Medical Data Science, Medical University of Vienna, Vienna, Austria.</li>
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><sup class="key">23</sup> Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.</li>
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><sup class="key">24</sup> Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada.</li>
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><sup class="key">25</sup> Department of Computer Science, University of Toronto, Toronto, ON, Canada.</li>
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><sup class="key">26</sup> Vector Institute for Artificial Intelligence, Toronto, ON, Canada.</li>
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><sup class="key">27</sup> Department of Medicine, University of Cape Town, Cape Town, South Africa.</li>
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><sup class="key">28</sup> National Institute for Health and Care Excellence, London, UK.</li>
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><sup class="key">29</sup> The BMJ, London, UK.</li>
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><sup class="key">30</sup> Department of Neurology, Brigham and Women&#x27;s Hospital, Harvard Medical School, Boston, MA, USA.</li>
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><sup class="key">31</sup> Department of Intelligent Medical Systems, German Cancer Research Centre, Heidelberg, Germany.</li>
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><sup class="key">32</sup> Wellcome Trust, London, UK.</li>
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><sup class="key">33</sup> Alan Turing Institute, London, UK.</li>
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><sup class="key">34</sup> Department of Bioethics, Hospital for Sick Children Toronto, ON, Canada.</li>
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><sup class="key">35</sup> Genetics and Genome Biology, SickKids Research Institute, Toronto, ON, Canada.</li>
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><sup class="key">36</sup> Australian Institute for Machine Learning, University of Adelaide, Adelaide, SA, Australia.</li>
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><sup class="key">37</sup> Medicines and Healthcare products Regulatory Agency, London, UK.</li>
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><sup class="key">39</sup> Department of Epidemiology, CAPHRI Care and Public Health Research Institute, Maastricht University, Maastricht, Netherlands.</li>
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TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods
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</a><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="National Institute for Health and Care Research (NIHR) Birmingham Biomedical Research Centre, Birmingham, UK." href="#short-view-affiliation-4" ref="linksrc=author_aff">
4
</a></sup><span class="comma">,&nbsp;</span></span><span class="authors-list-item "><a class="full-name"
href="/?term=Beam+AL&amp;cauthor_id=38626948"
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data-ga-label="Andrew L Beam">Andrew L Beam</a><sup class="affiliation-links"><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="Department of Epidemiology, Harvard T H Chan School of Public Health, Boston, MA, USA." href="#short-view-affiliation-5" ref="linksrc=author_aff">
5
</a></sup><span class="comma">,&nbsp;</span></span><span class="authors-list-item "><a class="full-name"
href="/?term=Van+Calster+B&amp;cauthor_id=38626948"
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data-ga-label="Ben Van Calster">Ben Van Calster</a><sup class="affiliation-links"><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="Department of Development and Regeneration, KU Leuven, Leuven, Belgium." href="#short-view-affiliation-6" ref="linksrc=author_aff">
6
</a><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="Department of Biomedical Data Science, Leiden University Medical Centre, Leiden, Netherlands." href="#short-view-affiliation-7" ref="linksrc=author_aff">
7
</a></sup><span class="comma">,&nbsp;</span></span><span class="authors-list-item "><a class="full-name"
href="/?term=Ghassemi+M&amp;cauthor_id=38626948"
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data-ga-label="Marzyeh Ghassemi">Marzyeh Ghassemi</a><sup class="affiliation-links"><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="Department of Electrical Engineering and Computer Science, Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA, USA." href="#short-view-affiliation-8" ref="linksrc=author_aff">
8
</a></sup><span class="comma">,&nbsp;</span></span><span class="authors-list-item "><a class="full-name"
href="/?term=Liu+X&amp;cauthor_id=38626948"
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data-ga-label="Xiaoxuan Liu">Xiaoxuan Liu</a><sup class="affiliation-links"><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="Institute of Inflammation and Ageing, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK." href="#short-view-affiliation-9" ref="linksrc=author_aff">
9
</a><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK." href="#short-view-affiliation-10" ref="linksrc=author_aff">
10
</a></sup><span class="comma">,&nbsp;</span></span><span class="authors-list-item "><a class="full-name"
href="/?term=Reitsma+JB&amp;cauthor_id=38626948"
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data-ga-label="Johannes B Reitsma">Johannes B Reitsma</a><sup class="affiliation-links"><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht University, Utrecht, Netherlands." href="#short-view-affiliation-2" ref="linksrc=author_aff">
2
</a></sup><span class="comma">,&nbsp;</span></span><span class="authors-list-item "><a class="full-name"
href="/?term=van+Smeden+M&amp;cauthor_id=38626948"
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2
</a></sup><span class="comma">,&nbsp;</span></span><span class="authors-list-item "><a class="full-name"
href="/?term=Boulesteix+AL&amp;cauthor_id=38626948"
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data-ga-label="Anne-Laure Boulesteix">Anne-Laure Boulesteix</a><sup class="affiliation-links"><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="Institute for Medical Information Processing, Biometry and Epidemiology, Faculty of Medicine, Ludwig-Maximilians-University of Munich and Munich Centre of Machine Learning, Germany." href="#short-view-affiliation-11" ref="linksrc=author_aff">
11
</a></sup><span class="comma">,&nbsp;</span></span><span class="authors-list-item "><a class="full-name"
href="/?term=Camaradou+JC&amp;cauthor_id=38626948"
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12
</a><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="Patient representative, University of East Anglia, Faculty of Health Sciences, Norwich Research Park, Norwich, UK." href="#short-view-affiliation-13" ref="linksrc=author_aff">
13
</a></sup><span class="comma">,&nbsp;</span></span><span class="authors-list-item "><a class="full-name"
href="/?term=Celi+LA&amp;cauthor_id=38626948"
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data-ga-label="Leo Anthony Celi">Leo Anthony Celi</a><sup class="affiliation-links"><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="Beth Israel Deaconess Medical Center, Boston, MA, USA." href="#short-view-affiliation-14" ref="linksrc=author_aff">
14
</a><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="Laboratory for Computational Physiology, Massachusetts Institute of Technology, Cambridge, MA, USA." href="#short-view-affiliation-15" ref="linksrc=author_aff">
15
</a><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="Department of Biostatistics, Harvard T H Chan School of Public Health, Boston, MA, USA." href="#short-view-affiliation-16" ref="linksrc=author_aff">
16
</a></sup><span class="comma">,&nbsp;</span></span><span class="authors-list-item "><a class="full-name"
href="/?term=Denaxas+S&amp;cauthor_id=38626948"
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data-ga-label="Spiros Denaxas">Spiros Denaxas</a><sup class="affiliation-links"><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="Institute of Health Informatics, University College London, London, UK." href="#short-view-affiliation-17" ref="linksrc=author_aff">
17
</a><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="British Heart Foundation Data Science Centre, London, UK." href="#short-view-affiliation-18" ref="linksrc=author_aff">
18
</a></sup><span class="comma">,&nbsp;</span></span><span class="authors-list-item "><a class="full-name"
href="/?term=Denniston+AK&amp;cauthor_id=38626948"
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data-ga-label="Alastair K Denniston">Alastair K Denniston</a><sup class="affiliation-links"><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="National Institute for Health and Care Research (NIHR) Birmingham Biomedical Research Centre, Birmingham, UK." href="#short-view-affiliation-4" ref="linksrc=author_aff">
4
</a><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="Institute of Inflammation and Ageing, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK." href="#short-view-affiliation-9" ref="linksrc=author_aff">
9
</a></sup><span class="comma">,&nbsp;</span></span><span class="authors-list-item "><a class="full-name"
href="/?term=Glocker+B&amp;cauthor_id=38626948"
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data-ga-label="Ben Glocker">Ben Glocker</a><sup class="affiliation-links"><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="Department of Computing, Imperial College London, London, UK." href="#short-view-affiliation-19" ref="linksrc=author_aff">
19
</a></sup><span class="comma">,&nbsp;</span></span><span class="authors-list-item "><a class="full-name"
href="/?term=Golub+RM&amp;cauthor_id=38626948"
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data-ga-label="Robert M Golub">Robert M Golub</a><sup class="affiliation-links"><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="Northwestern University Feinberg School of Medicine, Chicago, IL, USA." href="#short-view-affiliation-20" ref="linksrc=author_aff">
20
</a></sup><span class="comma">,&nbsp;</span></span><span class="authors-list-item "><a class="full-name"
href="/?term=Harvey+H&amp;cauthor_id=38626948"
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21
</a></sup><span class="comma">,&nbsp;</span></span><span class="authors-list-item "><a class="full-name"
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data-ga-label="Georg Heinze">Georg Heinze</a><sup class="affiliation-links"><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="Section for Clinical Biometrics, Centre for Medical Data Science, Medical University of Vienna, Vienna, Austria." href="#short-view-affiliation-22" ref="linksrc=author_aff">
22
</a></sup><span class="comma">,&nbsp;</span></span><span class="authors-list-item "><a class="full-name"
href="/?term=Hoffman+MM&amp;cauthor_id=38626948"
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data-ga-label="Michael M Hoffman">Michael M Hoffman</a><sup class="affiliation-links"><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada." href="#short-view-affiliation-23" ref="linksrc=author_aff">
23
</a><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada." href="#short-view-affiliation-24" ref="linksrc=author_aff">
24
</a><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="Department of Computer Science, University of Toronto, Toronto, ON, Canada." href="#short-view-affiliation-25" ref="linksrc=author_aff">
25
</a><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="Vector Institute for Artificial Intelligence, Toronto, ON, Canada." href="#short-view-affiliation-26" ref="linksrc=author_aff">
26
</a></sup><span class="comma">,&nbsp;</span></span><span class="authors-list-item "><a class="full-name"
href="/?term=Kengne+AP&amp;cauthor_id=38626948"
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27
</a></sup><span class="comma">,&nbsp;</span></span><span class="authors-list-item "><a class="full-name"
href="/?term=Lam+E&amp;cauthor_id=38626948"
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data-ga-label="Emily Lam">Emily Lam</a><sup class="affiliation-links"><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="Patient representative, Health Data Research UK patient and public involvement and engagement group." href="#short-view-affiliation-12" ref="linksrc=author_aff">
12
</a></sup><span class="comma">,&nbsp;</span></span><span class="authors-list-item "><a class="full-name"
href="/?term=Lee+N&amp;cauthor_id=38626948"
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data-ga-label="Naomi Lee">Naomi Lee</a><sup class="affiliation-links"><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="National Institute for Health and Care Excellence, London, UK." href="#short-view-affiliation-28" ref="linksrc=author_aff">
28
</a></sup><span class="comma">,&nbsp;</span></span><span class="authors-list-item "><a class="full-name"
href="/?term=Loder+EW&amp;cauthor_id=38626948"
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data-ga-label="Elizabeth W Loder">Elizabeth W Loder</a><sup class="affiliation-links"><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="The BMJ, London, UK." href="#short-view-affiliation-29" ref="linksrc=author_aff">
29
</a><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="Department of Neurology, Brigham and Women&#x27;s Hospital, Harvard Medical School, Boston, MA, USA." href="#short-view-affiliation-30" ref="linksrc=author_aff">
30
</a></sup><span class="comma">,&nbsp;</span></span><span class="authors-list-item "><a class="full-name"
href="/?term=Maier-Hein+L&amp;cauthor_id=38626948"
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data-ga-label="Lena Maier-Hein">Lena Maier-Hein</a><sup class="affiliation-links"><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="Department of Intelligent Medical Systems, German Cancer Research Centre, Heidelberg, Germany." href="#short-view-affiliation-31" ref="linksrc=author_aff">
31
</a></sup><span class="comma">,&nbsp;</span></span><span class="authors-list-item "><a class="full-name"
href="/?term=Mateen+BA&amp;cauthor_id=38626948"
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data-ga-label="Bilal A Mateen">Bilal A Mateen</a><sup class="affiliation-links"><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="Institute of Health Informatics, University College London, London, UK." href="#short-view-affiliation-17" ref="linksrc=author_aff">
17
</a><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="Wellcome Trust, London, UK." href="#short-view-affiliation-32" ref="linksrc=author_aff">
32
</a><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="Alan Turing Institute, London, UK." href="#short-view-affiliation-33" ref="linksrc=author_aff">
33
</a></sup><span class="comma">,&nbsp;</span></span><span class="authors-list-item "><a class="full-name"
href="/?term=McCradden+MD&amp;cauthor_id=38626948"
ref="linksrc=author_name_link"
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data-ga-label="Melissa D McCradden">Melissa D McCradden</a><sup class="affiliation-links"><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="Department of Bioethics, Hospital for Sick Children Toronto, ON, Canada." href="#short-view-affiliation-34" ref="linksrc=author_aff">
34
</a><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="Genetics and Genome Biology, SickKids Research Institute, Toronto, ON, Canada." href="#short-view-affiliation-35" ref="linksrc=author_aff">
35
</a></sup><span class="comma">,&nbsp;</span></span><span class="authors-list-item "><a class="full-name"
href="/?term=Oakden-Rayner+L&amp;cauthor_id=38626948"
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data-ga-label="Lauren Oakden-Rayner">Lauren Oakden-Rayner</a><sup class="affiliation-links"><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="Australian Institute for Machine Learning, University of Adelaide, Adelaide, SA, Australia." href="#short-view-affiliation-36" ref="linksrc=author_aff">
36
</a></sup><span class="comma">,&nbsp;</span></span><span class="authors-list-item "><a class="full-name"
href="/?term=Ordish+J&amp;cauthor_id=38626948"
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data-ga-label="Johan Ordish">Johan Ordish</a><sup class="affiliation-links"><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="Medicines and Healthcare products Regulatory Agency, London, UK." href="#short-view-affiliation-37" ref="linksrc=author_aff">
37
</a></sup><span class="comma">,&nbsp;</span></span><span class="authors-list-item "><a class="full-name"
href="/?term=Parnell+R&amp;cauthor_id=38626948"
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data-ga-label="Richard Parnell">Richard Parnell</a><sup class="affiliation-links"><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="Patient representative, Health Data Research UK patient and public involvement and engagement group." href="#short-view-affiliation-12" ref="linksrc=author_aff">
12
</a></sup><span class="comma">,&nbsp;</span></span><span class="authors-list-item "><a class="full-name"
href="/?term=Rose+S&amp;cauthor_id=38626948"
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data-ga-label="Sherri Rose">Sherri Rose</a><sup class="affiliation-links"><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="Department of Health Policy and Center for Health Policy, Stanford University, Stanford, CA, USA." href="#short-view-affiliation-38" ref="linksrc=author_aff">
38
</a></sup><span class="comma">,&nbsp;</span></span><span class="authors-list-item "><a class="full-name"
href="/?term=Singh+K&amp;cauthor_id=38626948"
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data-ga-label="Karandeep Singh">Karandeep Singh</a><sup class="affiliation-links"><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="Department of Epidemiology, CAPHRI Care and Public Health Research Institute, Maastricht University, Maastricht, Netherlands." href="#short-view-affiliation-39" ref="linksrc=author_aff">
39
</a></sup><span class="comma">,&nbsp;</span></span><span class="authors-list-item "><a class="full-name"
href="/?term=Wynants+L&amp;cauthor_id=38626948"
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data-ga-label="Laure Wynants">Laure Wynants</a><sup class="affiliation-links"><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="Department of Epidemiology, CAPHRI Care and Public Health Research Institute, Maastricht University, Maastricht, Netherlands." href="#short-view-affiliation-39" ref="linksrc=author_aff">
39
</a></sup><span class="comma">,&nbsp;</span></span><span class="authors-list-item "><a class="full-name"
href="/?term=Logullo+P&amp;cauthor_id=38626948"
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data-ga-label="Patricia Logullo">Patricia Logullo</a><sup class="affiliation-links"><span class="author-sup-separator">&nbsp;</span><a class="affiliation-link" title="Centre for Statistics in Medicine, UK EQUATOR Centre, Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences, University of Oxford, Oxford OX3 7LD, UK." href="#short-view-affiliation-1" ref="linksrc=author_aff">
1
</a></sup></span>
</div>
</div>
<div class="affiliations">
<h3 class="title">
Affiliations
</h3>
<ul class="item-list">
<li data-affiliation-id="short-view-affiliation-1"
id="short-view-affiliation-1"
><sup class="key">1</sup> Centre for Statistics in Medicine, UK EQUATOR Centre, Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences, University of Oxford, Oxford OX3 7LD, UK.</li>
<li data-affiliation-id="short-view-affiliation-2"
id="short-view-affiliation-2"
><sup class="key">2</sup> Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht University, Utrecht, Netherlands.</li>
<li data-affiliation-id="short-view-affiliation-3"
id="short-view-affiliation-3"
><sup class="key">3</sup> Institute of Applied Health Research, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK.</li>
<li data-affiliation-id="short-view-affiliation-4"
id="short-view-affiliation-4"
><sup class="key">4</sup> National Institute for Health and Care Research (NIHR) Birmingham Biomedical Research Centre, Birmingham, UK.</li>
<li data-affiliation-id="short-view-affiliation-5"
id="short-view-affiliation-5"
><sup class="key">5</sup> Department of Epidemiology, Harvard T H Chan School of Public Health, Boston, MA, USA.</li>
<li data-affiliation-id="short-view-affiliation-6"
id="short-view-affiliation-6"
><sup class="key">6</sup> Department of Development and Regeneration, KU Leuven, Leuven, Belgium.</li>
<li data-affiliation-id="short-view-affiliation-7"
id="short-view-affiliation-7"
><sup class="key">7</sup> Department of Biomedical Data Science, Leiden University Medical Centre, Leiden, Netherlands.</li>
<li data-affiliation-id="short-view-affiliation-8"
id="short-view-affiliation-8"
><sup class="key">8</sup> Department of Electrical Engineering and Computer Science, Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA, USA.</li>
<li data-affiliation-id="short-view-affiliation-9"
id="short-view-affiliation-9"
><sup class="key">9</sup> Institute of Inflammation and Ageing, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK.</li>
<li data-affiliation-id="short-view-affiliation-10"
id="short-view-affiliation-10"
><sup class="key">10</sup> University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK.</li>
<li data-affiliation-id="short-view-affiliation-11"
id="short-view-affiliation-11"
><sup class="key">11</sup> Institute for Medical Information Processing, Biometry and Epidemiology, Faculty of Medicine, Ludwig-Maximilians-University of Munich and Munich Centre of Machine Learning, Germany.</li>
<li data-affiliation-id="short-view-affiliation-12"
id="short-view-affiliation-12"
><sup class="key">12</sup> Patient representative, Health Data Research UK patient and public involvement and engagement group.</li>
<li data-affiliation-id="short-view-affiliation-13"
id="short-view-affiliation-13"
><sup class="key">13</sup> Patient representative, University of East Anglia, Faculty of Health Sciences, Norwich Research Park, Norwich, UK.</li>
<li data-affiliation-id="short-view-affiliation-14"
id="short-view-affiliation-14"
><sup class="key">14</sup> Beth Israel Deaconess Medical Center, Boston, MA, USA.</li>
<li data-affiliation-id="short-view-affiliation-15"
id="short-view-affiliation-15"
><sup class="key">15</sup> Laboratory for Computational Physiology, Massachusetts Institute of Technology, Cambridge, MA, USA.</li>
<li data-affiliation-id="short-view-affiliation-16"
id="short-view-affiliation-16"
><sup class="key">16</sup> Department of Biostatistics, Harvard T H Chan School of Public Health, Boston, MA, USA.</li>
<li data-affiliation-id="short-view-affiliation-17"
id="short-view-affiliation-17"
><sup class="key">17</sup> Institute of Health Informatics, University College London, London, UK.</li>
<li data-affiliation-id="short-view-affiliation-18"
id="short-view-affiliation-18"
><sup class="key">18</sup> British Heart Foundation Data Science Centre, London, UK.</li>
<li data-affiliation-id="short-view-affiliation-19"
id="short-view-affiliation-19"
><sup class="key">19</sup> Department of Computing, Imperial College London, London, UK.</li>
<li data-affiliation-id="short-view-affiliation-20"
id="short-view-affiliation-20"
><sup class="key">20</sup> Northwestern University Feinberg School of Medicine, Chicago, IL, USA.</li>
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><sup class="key">21</sup> Hardian Health, Haywards Heath, UK.</li>
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><sup class="key">24</sup> Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada.</li>
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><sup class="key">25</sup> Department of Computer Science, University of Toronto, Toronto, ON, Canada.</li>
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><sup class="key">28</sup> National Institute for Health and Care Excellence, London, UK.</li>
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><sup class="key">30</sup> Department of Neurology, Brigham and Women&#x27;s Hospital, Harvard Medical School, Boston, MA, USA.</li>
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><sup class="key">31</sup> Department of Intelligent Medical Systems, German Cancer Research Centre, Heidelberg, Germany.</li>
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><sup class="key">32</sup> Wellcome Trust, London, UK.</li>
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><sup class="key">33</sup> Alan Turing Institute, London, UK.</li>
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><sup class="key">34</sup> Department of Bioethics, Hospital for Sick Children Toronto, ON, Canada.</li>
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><sup class="key">35</sup> Genetics and Genome Biology, SickKids Research Institute, Toronto, ON, Canada.</li>
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><sup class="key">36</sup> Australian Institute for Machine Learning, University of Adelaide, Adelaide, SA, Australia.</li>
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><sup class="key">37</sup> Medicines and Healthcare products Regulatory Agency, London, UK.</li>
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><sup class="key">38</sup> Department of Health Policy and Center for Health Policy, Stanford University, Stanford, CA, USA.</li>
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><sup class="key">39</sup> Department of Epidemiology, CAPHRI Care and Public Health Research Institute, Maastricht University, Maastricht, Netherlands.</li>
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TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods.
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The TRIPOD (Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis) statement was published in 2015 to provide the minimum reporting recommendations for studies developing or evaluating the performance of a prediction model. Methodological advances in the field of prediction have since included the widespread use of artificial intelligence (AI) powered by machine learning methods to develop prediction models. An update to the TRIPOD statement is thus needed. TRIPOD+AI provides harmonised guidance for reporting prediction model studies, irrespective of whether regression modelling or machine learning methods have been used. The new checklist supersedes the TRIPOD 2015 checklist, which should no longer be used. This article describes the development of TRIPOD+AI and presents the expanded 27 item checklist with more detailed explanation of each reporting recommendation, and the TRIPOD+AI for Abstracts checklist. TRIPOD+AI aims to promote the complete, accurate, and transparent reporting of studies that develop a prediction model or evaluate its performance. Complete reporting will facilitate study appraisal, model evaluation, and model implementation.
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<p xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:p1="http://pubmed.gov/pub-one">Competing interests: All authors have completed the ICMJE uniform disclosure form at https://www.icmje.org/disclosure-of-interest/ and declare: support from the funding bodies listed above for the submitted work; no financial relationships with any organisations that might have an interest in the submitted work in the previous three years; no other relationships or activities that could appear to have influenced the submitted work. GSC is a National Institute for Health and Care Research (NIHR) senior investigator, the director of the UK EQUATOR Centre, editor-in-chief of BMC Diagnostic and Prognostic Research, and a statistics editor for The BMJ. KGMM is director of Health Innovation Netherlands and editor-in-chief of BMC Diagnostic and Prognostic Research. RDR is an NIHR senior investigator, a statistics editor for The BMJ, and receives royalties from textbooks Prognosis Research in Healthcare and Individual Participant Data Meta-Analysis. AKD is an NIHR senior investigator. EWL is the head of research at The BMJ. BG is a part time employee of HeartFlow and Kheiron Medical Technologies and holds stock options with both as part of the standard compensation package. SR receives royalties from Springer for the textbooks Targeted Learning: Causal Inference for Observational and Experimental Data and Targeted Learning: Causal Inference for Complex Longitudinal Studies. JCC receives honorariums as a current lay member on the UK NICE covid-19 expert panel and a citizen partner on the COVID-END Covid-19 Evidence Network to support decision making; was a lay member on the UK NIHR AI AWARD panel in 2020-22 and is a current lay member on the UK NHS England AAC Accelerated Access Collaborative NHS AI Laboratory Evaluation Advisory Group; is a patient fellow of the European Patients Academy on Therapeutic Innovation and a EURORDIS rare disease alumni; reports grants from the UK National Institute for Health and Care Research, European Commission, UK Cell Gene Catapult, University College London, and University of East Anglia; reports patient speaker fees from MEDABLE, Reuters Pharma events, Patients as Partners Europe, and EIT Health Scandinavia; reports consultancy fees from Roche Global, GlaxoSmithKline, the FutureScience Group and Springer Healthcare (scientific publishing), outside of the scope of the present work; and is a strategic board member of the UK Medical Research Council IASB Advanced Pain Discovery Platform initiative, Plymouth Institute of Health, and EU project Digipredict Edge AI-deployed Digital Twins for covid-19 Cardiovascular Disease. ALB is a paid consultant for Generate Biomedicines, Flagship Pioneering, Porter Health, FL97, Tessera, FL85; has an equity stake in Generate Biomedicines; and receives research funding support from GlaxoSmithKline, National Heart, Lung, and Blood Institute, and National Institute of Diabetes and Digestive and Kidney Diseases. No other conflicts of interests with this specific work are declared.</p>
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