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#EvidenceSynthesis

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Kate Nyhan<p>Someone explain to me -- I thought the whole point of considering using LLMs for <a href="https://fediscience.org/tags/EvidenceSynthesis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EvidenceSynthesis</span></a> screening was to process large datasets quickly. <br>But in this paper<br>Ghossein, J., Hryciw, B. N., Ramsay, T., &amp; Kyeremanteng, K. (2025). The AI Reviewer: Evaluating AI’s Role in Citation Screening for Streamlined Systematic Reviews. JMIR Formative Research, 9(1), e58366. <a href="https://doi.org/10.2196/58366" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">doi.org/10.2196/58366</span><span class="invisible"></span></a><br>They had a human-labeled dataset of 1186 citations, and they only tested their LLMs on 121 of them -- all of the included studies and 9% of the excluded ones.</p>
Kate Nyhan<p>Have you ever seen an SR that did a sensitivity analysis based on only the OA included papers? Or even pointed out how many of the included papers are OA? Would love to read examples, don't care if they included only version of record OA or not.<br><a href="https://social.esmarconf.org/tags/EvidenceSynthesis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EvidenceSynthesis</span></a> <a href="https://social.esmarconf.org/tags/SystematicReviews" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SystematicReviews</span></a> <a href="https://social.esmarconf.org/tags/OA" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OA</span></a> <a href="https://social.esmarconf.org/tags/OpenAccess" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenAccess</span></a></p>
Jan R. Boehnke<p>Only 11 more issues to edit for me:<br>Quality of Life Research 01-2024<br><a href="https://link.springer.com/journal/11136/volumes-and-issues/33-1" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">link.springer.com/journal/1113</span><span class="invisible">6/volumes-and-issues/33-1</span></a></p><p><a href="https://mastodon.social/tags/ISOQOL" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ISOQOL</span></a></p><p>It opens w a qualitative <a href="https://mastodon.social/tags/EvidenceSynthesis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EvidenceSynthesis</span></a> of psychosocial experiences of coeliac disease<br><a href="https://link.springer.com/article/10.1007/s11136-023-03483-1" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">link.springer.com/article/10.1</span><span class="invisible">007/s11136-023-03483-1</span></a><br>and offers 22 more papers on <a href="https://mastodon.social/tags/HRQL" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HRQL</span></a> <a href="https://mastodon.social/tags/HealthEconomics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HealthEconomics</span></a> <a href="https://mastodon.social/tags/PatientCentered" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PatientCentered</span></a></p>
Jenn<p>Hey <span class="h-card"><a href="https://a.gup.pe/u/academicchatter" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>academicchatter</span></a></span> and <span class="h-card"><a href="https://a.gup.pe/u/phdstudents" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>phdstudents</span></a></span> ! </p><p>Please consider working with a <a href="https://mindly.social/tags/librarian" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>librarian</span></a> or <a href="https://mindly.social/tags/informationist" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>informationist</span></a> to help you brainstorm author supplied keywords for your next manuscript. Our expertise in searching will help guarantee your research is returned in searches for <a href="https://mindly.social/tags/SystematicReviews" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SystematicReviews</span></a> and other <a href="https://mindly.social/tags/EvidenceSynthesis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EvidenceSynthesis</span></a> projects, and therefore cited in those same projects. Not to mention better term selection makes for higher recall (and therefore more citations!). </p><p><span class="h-card"><a href="https://a.gup.pe/u/medlibs" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>medlibs</span></a></span> <a href="https://mindly.social/tags/medlibs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>medlibs</span></a></p>
Gareth Hollands<p><a href="https://fediscience.org/tags/Introduction" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Introduction</span></a> <a href="https://fediscience.org/tags/twitterMigration" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>twitterMigration</span></a> </p><p>Hello! I am an academic researcher based at University College London <a href="https://fediscience.org/tags/UCL" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>UCL</span></a>. </p><p>My research is at the intersection of <a href="https://fediscience.org/tags/BehaviouralScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>BehaviouralScience</span></a> <a href="https://fediscience.org/tags/HealthPsychology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HealthPsychology</span></a> and <a href="https://fediscience.org/tags/PublicHealth" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PublicHealth</span></a>, with a particular interest in <a href="https://fediscience.org/tags/EvidenceSynthesis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EvidenceSynthesis</span></a> and <a href="https://fediscience.org/tags/SystematicReviews" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SystematicReviews</span></a>. </p><p>In more specific terms, much of my work focuses on developing and evaluating <a href="https://fediscience.org/tags/interventions" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>interventions</span></a> that alter aspects of physical <a href="https://fediscience.org/tags/environments" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>environments</span></a> that shape human <a href="https://fediscience.org/tags/behaviour" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>behaviour</span></a> - Follow the links on my profile for more details</p>
Albert Farre<p>Hello <a href="https://fediscience.org/tags/academicmastodon" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>academicmastodon</span></a> and wider <a href="https://fediscience.org/tags/fediverse" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>fediverse</span></a> community!<br>Here's my <a href="https://fediscience.org/tags/introduction" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>introduction</span></a> - I am a <a href="https://fediscience.org/tags/UK" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>UK</span></a> based <a href="https://fediscience.org/tags/health" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>health</span></a> <a href="https://fediscience.org/tags/research" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>research</span></a> academic. My training is in <a href="https://fediscience.org/tags/Psychology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Psychology</span></a> and <a href="https://fediscience.org/tags/SocialPsychology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SocialPsychology</span></a> with a focus in <a href="https://fediscience.org/tags/Qualitative" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Qualitative</span></a> and <a href="https://fediscience.org/tags/MixedMethods" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MixedMethods</span></a> research.<br>I study health/illness/care experiences to inform the design, delivery, <a href="https://fediscience.org/tags/evaluation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>evaluation</span></a> and improvement of <a href="https://fediscience.org/tags/HealthServices" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HealthServices</span></a> and <a href="https://fediscience.org/tags/PublicHealth" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PublicHealth</span></a> programmes, and generally interested in <a href="https://fediscience.org/tags/ImplementationScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ImplementationScience</span></a> <a href="https://fediscience.org/tags/ComplexInterventions" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ComplexInterventions</span></a> <a href="https://fediscience.org/tags/EvidenceSynthesis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EvidenceSynthesis</span></a> and <a href="https://fediscience.org/tags/AdolescentHealth" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AdolescentHealth</span></a></p>
Megan 🌈<p><a href="https://mspsocial.net/tags/introduction" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>introduction</span></a> / <a href="https://mspsocial.net/tags/introductions" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>introductions</span></a><br>Part of this wave of new joiners. Here's a bit about me:</p><p>I'm a science &amp; <a href="https://mspsocial.net/tags/EvidenceSynthesis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EvidenceSynthesis</span></a> <a href="https://mspsocial.net/tags/librarian" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>librarian</span></a> based in Agriculture and Nutrition, so <a href="https://mspsocial.net/tags/medlibs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>medlibs</span></a> adjacent. </p><p>Very <a href="https://mspsocial.net/tags/queer" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>queer</span></a>, very in love with <span class="h-card"><a href="https://mspsocial.net/@Saralovesyou" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>Saralovesyou</span></a></span>. Nurturer of 3 cats &amp; a human child. </p><p>I moved to <a href="https://mspsocial.net/tags/Minneapolis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Minneapolis</span></a> almost 20 years ago for rural midwest queer reasons. </p><p>Love <a href="https://mspsocial.net/tags/botanical" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>botanical</span></a> <a href="https://mspsocial.net/tags/tattoos" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tattoos</span></a> and am slowly becoming a human garden. </p><p>Avid <a href="https://mspsocial.net/tags/vegetarian" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>vegetarian</span></a> cook/baker. Would love to try your weird lentil brownies.</p>
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