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   <meta name="author" content="Jeremy P. Kamil" />
   <meta name="author" content="Jesse G. Meyer" />
   <meta name="author" content="Ariel I. Mundo" />
-  <meta name="dcterms.date" content="2024-01-31" />
+  <meta name="dcterms.date" content="2024-02-02" />
   <meta name="keywords" content="covid-19, coronavirus, pandemic, viral infection" />
   <title>SARS-CoV-2 and COVID-19: An Evolving Review of Diagnostics and Therapeutics</title>
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@@ -104,11 +104,11 @@
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-  <meta name="citation_publication_date" content="2024-01-31" />
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-  <meta property="article:modified_time" content="2024-01-31T20:18:40+00:00" />
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@@ -350,11 +350,11 @@ <h1 class="title">SARS-CoV-2 and COVID-19: An Evolving Review of Diagnostics and
 </header>
 <p><small><em>
 This manuscript
-(<a href="https://greenelab.github.io/covid19-review/v/64da00cfe5b4f60f1a1794b9480f7e57bb35b38b/">permalink</a>)
+(<a href="https://greenelab.github.io/covid19-review/v/31865613141237d35303b05393d5b567c0dd8845/">permalink</a>)
 was automatically generated
-from <a href="https://github.com/greenelab/covid19-review/tree/64da00cfe5b4f60f1a1794b9480f7e57bb35b38b">greenelab/covid19-review@64da00c</a>
-on January 31, 2024.
-It is also available as a <a href="https://greenelab.github.io/covid19-review/v/64da00cfe5b4f60f1a1794b9480f7e57bb35b38b/manuscript.pdf">PDF</a>.
+from <a href="https://github.com/greenelab/covid19-review/tree/31865613141237d35303b05393d5b567c0dd8845">greenelab/covid19-review@3186561</a>
+on February 2, 2024.
+It is also available as a <a href="https://greenelab.github.io/covid19-review/v/31865613141237d35303b05393d5b567c0dd8845/manuscript.pdf">PDF</a>.
 Snapshots of individual sections have been published <span class="citation" data-cites="GdZc4Yyd wgAGKcBj njpLhBui EM9YkiOF 3cJMsM3o jIlsu2rh">(<a href="#ref-GdZc4Yyd" role="doc-biblioref">1</a>–<a href="#ref-jIlsu2rh" role="doc-biblioref">6</a>)</span> or posted as preprints <span class="citation" data-cites="hIxvVJ7F">(<a href="#ref-hIxvVJ7F" role="doc-biblioref">7</a>)</span>.
 </em></small></p>
 <!-- include the Font Awesome library, per: https://fontawesome.com/start -->
@@ -362,7 +362,8 @@ <h1 class="title">SARS-CoV-2 and COVID-19: An Evolving Review of Diagnostics and
 <span class="banner lightred"><span class="fas fa-info-circle fa-lg"></span> <strong>This in progress manuscript is not intended for the general public.</strong><br>
 This is a review paper that is authored by scientists for an audience of scientists to discuss research that is in progress.
 If you are interested in guidelines on testing, therapies, or other issues related to your health, you should not use this document.
-Instead, you should collect information from your local health department, the <a href="https://www.cdc.gov/coronavirus/2019-ncov/index.html">CDC’s guidance</a>, or your own government.</span></p>
+Instead, you should collect information from your local health department, the <a href="https://www.cdc.gov/coronavirus/2019-ncov/index.html">CDC’s guidance</a>, or your own government.
+This project was most active from March 2020 through February 2023 and is not currently receiving major updates.</span></p>
 <h1 class="unnumbered" id="authors">Authors</h1>
 <ul>
 <li><p><strong>Halie M. Rando</strong><br> <img src="images/orcid.svg" class="inline_icon" width="16" height="16" alt="ORCID icon" />
@@ -9999,7 +10000,7 @@ <h2 class="page_break_before" data-number="13.4" id="references"><span class="he
 <div class="csl-left-margin">1152. </div><div class="csl-right-inline">BCG Vaccine for Health Care Workers as Defense Against COVID 19 - Full Text View - ClinicalTrials.gov. <a href="https://clinicaltrials.gov/ct2/show/NCT04348370">https://clinicaltrials.gov/ct2/show/NCT04348370</a>. Retrieved 8 February 2021.</div>
 </div>
 <div id="ref-OPhELmwI" class="csl-entry" role="doc-biblioentry">
-<div class="csl-left-margin">1153. </div><div class="csl-right-inline">Codagenix Inc: COVI-VAC – COVID19 Vaccine Tracker. <a href="https://covid19.trackvaccines.org/vaccines/59/">https://covid19.trackvaccines.org/vaccines/59/</a>. Retrieved 31 January 2024.</div>
+<div class="csl-left-margin">1153. </div><div class="csl-right-inline">Codagenix Inc: COVI-VAC – COVID19 Vaccine Tracker. <a href="https://covid19.trackvaccines.org/vaccines/59/">https://covid19.trackvaccines.org/vaccines/59/</a>. Retrieved 2 February 2024.</div>
 </div>
 <div id="ref-bgKUtUIL" class="csl-entry" role="doc-biblioentry">
 <div class="csl-left-margin">1154. </div><div class="csl-right-inline">Robert-Guroff M. 2007. <a href="https://doi.org/10.1016/j.copbio.2007.10.010">Replicating and non-replicating viral vectors for vaccine development</a>. Current Opinion in Biotechnology 18:546–556.</div>
@@ -10131,7 +10132,7 @@ <h2 class="page_break_before" data-number="13.4" id="references"><span class="he
 <div class="csl-left-margin">1196. </div><div class="csl-right-inline">2021. China approves first mixed-vaccine trial as Delta spreads. <a href="https://medicalxpress.com/news/2021-08-china-mixed-vaccine-trial-delta.html">https://medicalxpress.com/news/2021-08-china-mixed-vaccine-trial-delta.html</a>. Retrieved 5 December 2022.</div>
 </div>
 <div id="ref-rCqhSryT" class="csl-entry" role="doc-biblioentry">
-<div class="csl-left-margin">1197. </div><div class="csl-right-inline">ClinicalTrials.gov. <a href="https://clinicaltrials.gov/study/NCT04992182">https://clinicaltrials.gov/study/NCT04992182</a>. Retrieved 31 January 2024.</div>
+<div class="csl-left-margin">1197. </div><div class="csl-right-inline">ClinicalTrials.gov. <a href="https://clinicaltrials.gov/study/NCT04992182">https://clinicaltrials.gov/study/NCT04992182</a>. Retrieved 2 February 2024.</div>
 </div>
 <div id="ref-hcnFsRig" class="csl-entry" role="doc-biblioentry">
 <div class="csl-left-margin">1198. </div><div class="csl-right-inline">Li J, Hou L, Guo X, Jin P, Wu S, Zhu J, Pan H, Wang X, Song Z, Wan J, Cui L, Li J, Chen Y, Wang X, Jin L, Liu J, Shi F, Xu X, Zhu T, Chen W, Zhu F. 2022. <a href="https://doi.org/10.1038/s41591-021-01677-z">Heterologous AD5-nCOV plus CoronaVac versus homologous CoronaVac vaccination: a randomized phase 4 trial</a>. Nat Med 28:401–409.</div>
@@ -10251,7 +10252,7 @@ <h2 class="page_break_before" data-number="13.4" id="references"><span class="he
 <div class="csl-left-margin">1236. </div><div class="csl-right-inline">Thiagarajan K. 2022. <a href="https://doi.org/10.1136/bmj.o902">Covid-19: WHO suspends supplies of India’s Covaxin through UN agencies</a>. BMJ o902.</div>
 </div>
 <div id="ref-1B0oIysG0" class="csl-entry" role="doc-biblioentry">
-<div class="csl-left-margin">1237. </div><div class="csl-right-inline">2022. FDA lifts hold on Bharat Biotech's Covaxin clinical trials in US. Business Today. <a href="https://www.businesstoday.in/coronavirus/story/fda-lifts-hold-on-bharat-biotechs-covaxin-clinical-trials-in-us-334915-2022-05-24">https://www.businesstoday.in/coronavirus/story/fda-lifts-hold-on-bharat-biotechs-covaxin-clinical-trials-in-us-334915-2022-05-24</a>. Retrieved 31 January 2024.</div>
+<div class="csl-left-margin">1237. </div><div class="csl-right-inline">2022. FDA lifts hold on Bharat Biotech's Covaxin clinical trials in US. Business Today. <a href="https://www.businesstoday.in/coronavirus/story/fda-lifts-hold-on-bharat-biotechs-covaxin-clinical-trials-in-us-334915-2022-05-24">https://www.businesstoday.in/coronavirus/story/fda-lifts-hold-on-bharat-biotechs-covaxin-clinical-trials-in-us-334915-2022-05-24</a>. Retrieved 2 February 2024.</div>
 </div>
 <div id="ref-1Fybz4oKI" class="csl-entry" role="doc-biblioentry">
 <div class="csl-left-margin">1238. </div><div class="csl-right-inline">Moir NL. 2020. <a href="https://doi.org/10.1163/25895893-bja10009">To Boldly Remember Where We Have Already Been</a>. J Appl Hist 2:17–35.</div>
@@ -10425,7 +10426,7 @@ <h2 class="page_break_before" data-number="13.4" id="references"><span class="he
 <div class="csl-left-margin">1294. </div><div class="csl-right-inline">Wang M, Jiang S, Wang Y. 2016. <a href="https://doi.org/10.1080/21655979.2016.1191707">Recent advances in the production of recombinant subunit vaccines in Pichia pastoris</a>. Bioengineered 7:155–165.</div>
 </div>
 <div id="ref-uobXLbLj" class="csl-entry" role="doc-biblioentry">
-<div class="csl-left-margin">1295. </div><div class="csl-right-inline">The Novavax vaccine against COVID-19: What you need to know. <a href="https://www.who.int/news-room/feature-stories/detail/the-novavax-vaccine-against-covid-19-what-you-need-to-know">https://www.who.int/news-room/feature-stories/detail/the-novavax-vaccine-against-covid-19-what-you-need-to-know</a>. Retrieved 31 January 2024.</div>
+<div class="csl-left-margin">1295. </div><div class="csl-right-inline">The Novavax vaccine against COVID-19: What you need to know. <a href="https://www.who.int/news-room/feature-stories/detail/the-novavax-vaccine-against-covid-19-what-you-need-to-know">https://www.who.int/news-room/feature-stories/detail/the-novavax-vaccine-against-covid-19-what-you-need-to-know</a>. Retrieved 2 February 2024.</div>
 </div>
 <div id="ref-dMLXxGAI" class="csl-entry" role="doc-biblioentry">
 <div class="csl-left-margin">1296. </div><div class="csl-right-inline">Keech C, Albert G, Cho I, Robertson A, Reed P, Neal S, Plested JS, Zhu M, Cloney-Clark S, Zhou H, Smith G, Patel N, Frieman MB, Haupt RE, Logue J, McGrath M, Weston S, Piedra PA, Desai C, Callahan K, Lewis M, Price-Abbott P, Formica N, Shinde V, Fries L, Lickliter JD, Griffin P, Wilkinson B, Glenn GM. 2020. <a href="https://doi.org/10.1056/nejmoa2026920">Phase 1–2 Trial of a SARS-CoV-2 Recombinant Spike Protein Nanoparticle Vaccine</a>. N Engl J Med 383:2320–2332.</div>
@@ -10449,7 +10450,7 @@ <h2 class="page_break_before" data-number="13.4" id="references"><span class="he
 <div class="csl-left-margin">1302. </div><div class="csl-right-inline">Dunkle LM, Kotloff KL, Gay CL, Áñez G, Adelglass JM, Barrat Hernández AQ, Harper WL, Duncanson DM, McArthur MA, Florescu DF, McClelland RS, Garcia-Fragoso V, Riesenberg RA, Musante DB, Fried DL, Safirstein BE, McKenzie M, Jeanfreau RJ, Kingsley JK, Henderson JA, Lane DC, Ruíz-Palacios GM, Corey L, Neuzil KM, Coombs RW, Greninger AL, Hutter J, Ake JA, Smith K, Woo W, Cho I, Glenn GM, Dubovsky F. 2021. <a href="https://doi.org/10.1101/2021.10.05.21264567">Efficacy and Safety of NVX-CoV2373 in Adults in the United States and Mexico</a>. Cold Spring Harbor Laboratory.</div>
 </div>
 <div id="ref-Z8b1NywM" class="csl-entry" role="doc-biblioentry">
-<div class="csl-left-margin">1303. </div><div class="csl-right-inline">Novavax missed its global moonshot but is angling to win over mRNA defectors. <a href="https://www.asbmb.org/asbmb-today/industry/060422/novavax-missed-its-global-moonshot-but-is-angling">https://www.asbmb.org/asbmb-today/industry/060422/novavax-missed-its-global-moonshot-but-is-angling</a>. Retrieved 31 January 2024.</div>
+<div class="csl-left-margin">1303. </div><div class="csl-right-inline">Novavax missed its global moonshot but is angling to win over mRNA defectors. <a href="https://www.asbmb.org/asbmb-today/industry/060422/novavax-missed-its-global-moonshot-but-is-angling">https://www.asbmb.org/asbmb-today/industry/060422/novavax-missed-its-global-moonshot-but-is-angling</a>. Retrieved 2 February 2024.</div>
 </div>
 <div id="ref-ORkwMcrn" class="csl-entry" role="doc-biblioentry">
 <div class="csl-left-margin">1304. </div><div class="csl-right-inline">Tinari S, Riva C. 2021. <a href="https://doi.org/10.1136/bmj.n2965">Covid-19: Whatever happened to the Novavax vaccine?</a> BMJ n2965.</div>
@@ -10458,13 +10459,13 @@ <h2 class="page_break_before" data-number="13.4" id="references"><span class="he
 <div class="csl-left-margin">1305. </div><div class="csl-right-inline">Price WN II, Rai AK, Minssen T. 2020. <a href="https://doi.org/10.1126/science.abc9588">Knowledge transfer for large-scale vaccine manufacturing</a>. Science 369:912–914.</div>
 </div>
 <div id="ref-Fw20AJGb" class="csl-entry" role="doc-biblioentry">
-<div class="csl-left-margin">1306. </div><div class="csl-right-inline">2021. ‘They rushed the process’: Vaccine maker’s woes hamper global inoculation campaign. POLITICO. <a href="https://www.politico.com/news/2021/10/19/novavax-vaccine-rush-process-global-campaign-516298">https://www.politico.com/news/2021/10/19/novavax-vaccine-rush-process-global-campaign-516298</a>. Retrieved 31 January 2024.</div>
+<div class="csl-left-margin">1306. </div><div class="csl-right-inline">2021. ‘They rushed the process’: Vaccine maker’s woes hamper global inoculation campaign. POLITICO. <a href="https://www.politico.com/news/2021/10/19/novavax-vaccine-rush-process-global-campaign-516298">https://www.politico.com/news/2021/10/19/novavax-vaccine-rush-process-global-campaign-516298</a>. Retrieved 2 February 2024.</div>
 </div>
 <div id="ref-5QLauLQN" class="csl-entry" role="doc-biblioentry">
-<div class="csl-left-margin">1307. </div><div class="csl-right-inline">Kimball S. 2022. Novavax confident Covid vaccine will receive FDA authorization in June after delays. CNBC. <a href="https://www.cnbc.com/2022/05/13/novavax-confident-covid-vaccine-will-receive-fda-authorization-in-june-after-delays.html">https://www.cnbc.com/2022/05/13/novavax-confident-covid-vaccine-will-receive-fda-authorization-in-june-after-delays.html</a>. Retrieved 31 January 2024.</div>
+<div class="csl-left-margin">1307. </div><div class="csl-right-inline">Kimball S. 2022. Novavax confident Covid vaccine will receive FDA authorization in June after delays. CNBC. <a href="https://www.cnbc.com/2022/05/13/novavax-confident-covid-vaccine-will-receive-fda-authorization-in-june-after-delays.html">https://www.cnbc.com/2022/05/13/novavax-confident-covid-vaccine-will-receive-fda-authorization-in-june-after-delays.html</a>. Retrieved 2 February 2024.</div>
 </div>
 <div id="ref-rD5VxtBn" class="csl-entry" role="doc-biblioentry">
-<div class="csl-left-margin">1308. </div><div class="csl-right-inline">WHO lists 9th COVID-19 vaccine for emergency use with aim to increase access to vaccination in lower-income countries. <a href="https://www.who.int/news/item/17-12-2021-who-lists-9th-covid-19-vaccine-for-emergency-use-with-aim-to-increase-access-to-vaccination-in-lower-income-countries">https://www.who.int/news/item/17-12-2021-who-lists-9th-covid-19-vaccine-for-emergency-use-with-aim-to-increase-access-to-vaccination-in-lower-income-countries</a>. Retrieved 31 January 2024.</div>
+<div class="csl-left-margin">1308. </div><div class="csl-right-inline">WHO lists 9th COVID-19 vaccine for emergency use with aim to increase access to vaccination in lower-income countries. <a href="https://www.who.int/news/item/17-12-2021-who-lists-9th-covid-19-vaccine-for-emergency-use-with-aim-to-increase-access-to-vaccination-in-lower-income-countries">https://www.who.int/news/item/17-12-2021-who-lists-9th-covid-19-vaccine-for-emergency-use-with-aim-to-increase-access-to-vaccination-in-lower-income-countries</a>. Retrieved 2 February 2024.</div>
 </div>
 <div id="ref-q3wIcP4d" class="csl-entry" role="doc-biblioentry">
 <div class="csl-left-margin">1309. </div><div class="csl-right-inline">Novavax COVID-19 vaccine Nuvaxovid approved by MHRA. GOVUK. <a href="https://www.gov.uk/government/news/novavax-covid-19-vaccine-nuvaxovid-approved-by-mhra">https://www.gov.uk/government/news/novavax-covid-19-vaccine-nuvaxovid-approved-by-mhra</a>. Retrieved 5 December 2022.</div>
@@ -10518,7 +10519,7 @@ <h2 class="page_break_before" data-number="13.4" id="references"><span class="he
 <div class="csl-left-margin">1325. </div><div class="csl-right-inline">Hernández-Bernal F, Ricardo-Cobas MC, Martín-Bauta Y, Navarro-Rodríguez Z, Piñera-Martínez M, Quintana-Guerra J, Urrutia-Pérez K, Urrutia-Pérez K, Chávez-Chong CO, Azor-Hernández JL, Rodríguez-Reinoso JL, Lobaina-Lambert L, Colina-Ávila E, Bizet-Almeida J, Rodríguez-Nuviola J, del Valle-Piñera S, Ramírez-Domínguez M, Tablada-Ferreiro E, Alonso-Valdés M, Lemos-Pérez G, Guillén-Nieto GE, Palenzuela-Díaz A, Noa-Romero E, Limonta-Fernández M, Fernández-Ávila JM, Ali-Mros NA, del Toro-Lahera L, Remedios-Reyes R, Ayala-Ávila M, Muzio-González VL. 2022. <a href="https://doi.org/10.1016/j.eclinm.2022.101383">Safety, tolerability, and immunogenicity of a SARS-CoV-2 recombinant spike RBD protein vaccine: A randomised, double-blind, placebo-controlled, phase 1-2 clinical trial (ABDALA Study)</a>. eClinicalMedicine 46:101383.</div>
 </div>
 <div id="ref-dDFVQ4qj" class="csl-entry" role="doc-biblioentry">
-<div class="csl-left-margin">1326. </div><div class="csl-right-inline">Cuba's Abdala COVID-19 vaccine enters phase 3 clinical trial - Xinhua | English.news.cn. <a href="http://www.xinhuanet.com/english/northamerica/2021-03/20/c_139823225.htm">http://www.xinhuanet.com/english/northamerica/2021-03/20/c_139823225.htm</a>. Retrieved 31 January 2024.</div>
+<div class="csl-left-margin">1326. </div><div class="csl-right-inline">Cuba's Abdala COVID-19 vaccine enters phase 3 clinical trial - Xinhua | English.news.cn. <a href="http://www.xinhuanet.com/english/northamerica/2021-03/20/c_139823225.htm">http://www.xinhuanet.com/english/northamerica/2021-03/20/c_139823225.htm</a>. Retrieved 2 February 2024.</div>
 </div>
 <div id="ref-Efkzneb" class="csl-entry" role="doc-biblioentry">
 <div class="csl-left-margin">1327. </div><div class="csl-right-inline">. <a href="https://www.reuters.com/business/healthcare-pharmaceuticals/cuba-says-abdala-vaccine-9228-effective-against-coronavirus-2021-06-21">https://www.reuters.com/business/healthcare-pharmaceuticals/cuba-says-abdala-vaccine-9228-effective-against-coronavirus-2021-06-21</a>.</div>
@@ -10562,13 +10563,13 @@ <h2 class="page_break_before" data-number="13.4" id="references"><span class="he
 <div class="csl-left-margin">1339. </div><div class="csl-right-inline">. <a href="https://oncubanews.com/en/coronavirus/cuba-to-apply-booster-doses-of-its-covid-19-vaccines">https://oncubanews.com/en/coronavirus/cuba-to-apply-booster-doses-of-its-covid-19-vaccines</a>.</div>
 </div>
 <div id="ref-dYUfQjoS" class="csl-entry" role="doc-biblioentry">
-<div class="csl-left-margin">1340. </div><div class="csl-right-inline">Meredith S. 2022. Why Cuba's extraordinary Covid vaccine success could provide the best hope for low-income countries. CNBC. <a href="https://www.cnbc.com/2022/01/13/why-cubas-extraordinary-covid-vaccine-success-could-provide-the-best-hope-for-the-global-south.html">https://www.cnbc.com/2022/01/13/why-cubas-extraordinary-covid-vaccine-success-could-provide-the-best-hope-for-the-global-south.html</a>. Retrieved 31 January 2024.</div>
+<div class="csl-left-margin">1340. </div><div class="csl-right-inline">Meredith S. 2022. Why Cuba's extraordinary Covid vaccine success could provide the best hope for low-income countries. CNBC. <a href="https://www.cnbc.com/2022/01/13/why-cubas-extraordinary-covid-vaccine-success-could-provide-the-best-hope-for-the-global-south.html">https://www.cnbc.com/2022/01/13/why-cubas-extraordinary-covid-vaccine-success-could-provide-the-best-hope-for-the-global-south.html</a>. Retrieved 2 February 2024.</div>
 </div>
 <div id="ref-63kJzd7x" class="csl-entry" role="doc-biblioentry">
 <div class="csl-left-margin">1341. </div><div class="csl-right-inline">. <a href="https://www.reuters.com/world/americas/cuba-fast-track-boosters-omicron-looms-2021-12-29">https://www.reuters.com/world/americas/cuba-fast-track-boosters-omicron-looms-2021-12-29</a>.</div>
 </div>
 <div id="ref-gZZJk4ud" class="csl-entry" role="doc-biblioentry">
-<div class="csl-left-margin">1342. </div><div class="csl-right-inline">Cuba COVID - Coronavirus Statistics - Worldometer. <a href="https://www.worldometers.info/coronavirus/country/cuba">https://www.worldometers.info/coronavirus/country/cuba</a>. Retrieved 31 January 2024.</div>
+<div class="csl-left-margin">1342. </div><div class="csl-right-inline">Cuba COVID - Coronavirus Statistics - Worldometer. <a href="https://www.worldometers.info/coronavirus/country/cuba">https://www.worldometers.info/coronavirus/country/cuba</a>. Retrieved 2 February 2024.</div>
 </div>
 <div id="ref-1HEqhSLwM" class="csl-entry" role="doc-biblioentry">
 <div class="csl-left-margin">1343. </div><div class="csl-right-inline">Taylor L. 2021. <a href="https://doi.org/10.1136/bmj.n1912">Why Cuba developed its own covid vaccine—and what happened next</a>. BMJ n1912.</div>
@@ -10604,7 +10605,7 @@ <h2 class="page_break_before" data-number="13.4" id="references"><span class="he
 <div class="csl-left-margin">1353. </div><div class="csl-right-inline">Chen Q, Lai H. 2013. <a href="https://doi.org/10.4161/hv.22218">Plant-derived virus-like particles as vaccines</a>. Human Vaccines &amp;amp; Immunotherapeutics 9:26–49.</div>
 </div>
 <div id="ref-1FqN12Yxh" class="csl-entry" role="doc-biblioentry">
-<div class="csl-left-margin">1354. </div><div class="csl-right-inline">News · PL·C. 2022. Big Tobacco's divestment from Quebec's Medicago 'a step in the right direction' for its COVID vaccine | CBC News. CBC. <a href="https://www.cbc.ca/news/health/philips-morris-divestment-medicago-1.6700103">https://www.cbc.ca/news/health/philips-morris-divestment-medicago-1.6700103</a>. Retrieved 31 January 2024.</div>
+<div class="csl-left-margin">1354. </div><div class="csl-right-inline">News · PL·C. 2022. Big Tobacco's divestment from Quebec's Medicago 'a step in the right direction' for its COVID vaccine | CBC News. CBC. <a href="https://www.cbc.ca/news/health/philips-morris-divestment-medicago-1.6700103">https://www.cbc.ca/news/health/philips-morris-divestment-medicago-1.6700103</a>. Retrieved 2 February 2024.</div>
 </div>
 <div id="ref-IZ0arNZC" class="csl-entry" role="doc-biblioentry">
 <div class="csl-left-margin">1355. </div><div class="csl-right-inline">2022. COVID-19 vaccine: Canadian Immunization Guide. <a href="https://www.canada.ca/en/public-health/services/publications/healthy-living/canadian-immunization-guide-part-4-active-vaccines/page-26-covid-19-vaccine.html">https://www.canada.ca/en/public-health/services/publications/healthy-living/canadian-immunization-guide-part-4-active-vaccines/page-26-covid-19-vaccine.html</a>. Retrieved 22 December 2022.</div>
@@ -10703,10 +10704,10 @@ <h2 class="page_break_before" data-number="13.4" id="references"><span class="he
 <div class="csl-left-margin">1386. </div><div class="csl-right-inline">Mathieu E, Ritchie H, Rodés-Guirao L, Appel C, Giattino C, Hasell J, Macdonald B, Dattani S, Beltekian D, Ortiz-Ospina E, Roser M. 2020. <a href="https://ourworldindata.org/covid-vaccination-policy">Coronavirus Pandemic (COVID-19)</a>. Our World in Data.</div>
 </div>
 <div id="ref-T5hm2GMj" class="csl-entry" role="doc-biblioentry">
-<div class="csl-left-margin">1387. </div><div class="csl-right-inline">Ferran M. 2022. CORBEVAX, a new patent-free COVID-19 vaccine, could be a pandemic game changer globally. The Conversation. <a href="http://theconversation.com/corbevax-a-new-patent-free-covid-19-vaccine-could-be-a-pandemic-game-changer-globally-174672">http://theconversation.com/corbevax-a-new-patent-free-covid-19-vaccine-could-be-a-pandemic-game-changer-globally-174672</a>. Retrieved 31 January 2024.</div>
+<div class="csl-left-margin">1387. </div><div class="csl-right-inline">Ferran M. 2022. CORBEVAX, a new patent-free COVID-19 vaccine, could be a pandemic game changer globally. The Conversation. <a href="http://theconversation.com/corbevax-a-new-patent-free-covid-19-vaccine-could-be-a-pandemic-game-changer-globally-174672">http://theconversation.com/corbevax-a-new-patent-free-covid-19-vaccine-could-be-a-pandemic-game-changer-globally-174672</a>. Retrieved 2 February 2024.</div>
 </div>
 <div id="ref-RueOviyL" class="csl-entry" role="doc-biblioentry">
-<div class="csl-left-margin">1388. </div><div class="csl-right-inline">Biological E Limited: Corbevax – COVID19 Vaccine Tracker. <a href="https://covid19.trackvaccines.org/vaccines/54/">https://covid19.trackvaccines.org/vaccines/54/</a>. Retrieved 31 January 2024.</div>
+<div class="csl-left-margin">1388. </div><div class="csl-right-inline">Biological E Limited: Corbevax – COVID19 Vaccine Tracker. <a href="https://covid19.trackvaccines.org/vaccines/54/">https://covid19.trackvaccines.org/vaccines/54/</a>. Retrieved 2 February 2024.</div>
 </div>
 <div id="ref-ZCOfVmLC" class="csl-entry" role="doc-biblioentry">
 <div class="csl-left-margin">1389. </div><div class="csl-right-inline">James ER. 2021. <a href="https://doi.org/10.1093/inthealth/ihab010">Disrupting vaccine logistics</a>. International Health 13:211–214.</div>
@@ -10718,7 +10719,7 @@ <h2 class="page_break_before" data-number="13.4" id="references"><span class="he
 <div class="csl-left-margin">1391. </div><div class="csl-right-inline">Sguazzin A. 2021. <a href="https://www.bloomberg.com/news/articles/2021-01-03/pfizer-to-supply-african-health-care-workers-with-vaccines">Africa Left With Few Options for Vaccines, South Africa Says</a>. Bloomberg.</div>
 </div>
 <div id="ref-LwA7POre" class="csl-entry" role="doc-biblioentry">
-<div class="csl-left-margin">1392. </div><div class="csl-right-inline">COVAX: ensuring global equitable access to COVID-19 vaccines | UNICEF Supply Division. <a href="https://www.unicef.org/supply/covax-ensuring-global-equitable-access-covid-19-vaccines">https://www.unicef.org/supply/covax-ensuring-global-equitable-access-covid-19-vaccines</a>. Retrieved 31 January 2024.</div>
+<div class="csl-left-margin">1392. </div><div class="csl-right-inline">COVAX: ensuring global equitable access to COVID-19 vaccines | UNICEF Supply Division. <a href="https://www.unicef.org/supply/covax-ensuring-global-equitable-access-covid-19-vaccines">https://www.unicef.org/supply/covax-ensuring-global-equitable-access-covid-19-vaccines</a>. Retrieved 2 February 2024.</div>
 </div>
 <div id="ref-h68ER2wh" class="csl-entry" role="doc-biblioentry">
 <div class="csl-left-margin">1393. </div><div class="csl-right-inline">Bajaj SS, Maki L, Stanford FC. 2022. <a href="https://doi.org/10.1016/s0140-6736(22)00328-2">Vaccine apartheid: global cooperation and equity</a>. The Lancet 399:1452–1453.</div>
@@ -10733,10 +10734,10 @@ <h2 class="page_break_before" data-number="13.4" id="references"><span class="he
 <div class="csl-left-margin">1396. </div><div class="csl-right-inline">Taylor A. 2022. <a href="https://www.washingtonpost.com/world/2021/12/10/covax-doses-delivered/">Covax promised 2 billion vaccine doses to help the world’s neediest in 2021. It won’t deliver even half that.</a> Washington Post.</div>
 </div>
 <div id="ref-1683Ay0Ma" class="csl-entry" role="doc-biblioentry">
-<div class="csl-left-margin">1397. </div><div class="csl-right-inline">Ten health issues WHO will tackle this year. <a href="https://www.who.int/news-room/spotlight/ten-threats-to-global-health-in-2019">https://www.who.int/news-room/spotlight/ten-threats-to-global-health-in-2019</a>. Retrieved 31 January 2024.</div>
+<div class="csl-left-margin">1397. </div><div class="csl-right-inline">Ten health issues WHO will tackle this year. <a href="https://www.who.int/news-room/spotlight/ten-threats-to-global-health-in-2019">https://www.who.int/news-room/spotlight/ten-threats-to-global-health-in-2019</a>. Retrieved 2 February 2024.</div>
 </div>
 <div id="ref-vgBdaJfl" class="csl-entry" role="doc-biblioentry">
-<div class="csl-left-margin">1398. </div><div class="csl-right-inline">Hamel L, Kirzinger A, Lopes L, Kearney A, Sparks G, Published MB. 2021. KFF COVID-19 Vaccine Monitor: January 2021. KFF. <a href="https://www.kff.org/coronavirus-covid-19/report/kff-covid-19-vaccine-monitor-january-2021/">https://www.kff.org/coronavirus-covid-19/report/kff-covid-19-vaccine-monitor-january-2021/</a>. Retrieved 31 January 2024.</div>
+<div class="csl-left-margin">1398. </div><div class="csl-right-inline">Hamel L, Kirzinger A, Lopes L, Kearney A, Sparks G, Published MB. 2021. KFF COVID-19 Vaccine Monitor: January 2021. KFF. <a href="https://www.kff.org/coronavirus-covid-19/report/kff-covid-19-vaccine-monitor-january-2021/">https://www.kff.org/coronavirus-covid-19/report/kff-covid-19-vaccine-monitor-january-2021/</a>. Retrieved 2 February 2024.</div>
 </div>
 <div id="ref-9WzhBzsN" class="csl-entry" role="doc-biblioentry">
 <div class="csl-left-margin">1399. </div><div class="csl-right-inline">Rosenbaum L. 2021. <a href="https://doi.org/10.1056/nejmms2101220">Escaping Catch-22 — Overcoming Covid Vaccine Hesitancy</a>. N Engl J Med 384:1367–1371.</div>
@@ -10790,16 +10791,16 @@ <h2 class="page_break_before" data-number="13.4" id="references"><span class="he
 <div class="csl-left-margin">1415. </div><div class="csl-right-inline">Jacobson RM, St. Sauver JL, Finney Rutten LJ. 2015. <a href="https://doi.org/10.1016/j.mayocp.2015.09.006">Vaccine Hesitancy</a>. Mayo Clinic Proceedings 90:1562–1568.</div>
 </div>
 <div id="ref-1ADXp4JiF" class="csl-entry" role="doc-biblioentry">
-<div class="csl-left-margin">1416. </div><div class="csl-right-inline">2022. What sets apart Novavax option from other COVID-19 vaccines. American Medical Association. <a href="https://www.ama-assn.org/delivering-care/public-health/what-sets-apart-novavax-option-other-covid-19-vaccines">https://www.ama-assn.org/delivering-care/public-health/what-sets-apart-novavax-option-other-covid-19-vaccines</a>. Retrieved 31 January 2024.</div>
+<div class="csl-left-margin">1416. </div><div class="csl-right-inline">2022. What sets apart Novavax option from other COVID-19 vaccines. American Medical Association. <a href="https://www.ama-assn.org/delivering-care/public-health/what-sets-apart-novavax-option-other-covid-19-vaccines">https://www.ama-assn.org/delivering-care/public-health/what-sets-apart-novavax-option-other-covid-19-vaccines</a>. Retrieved 2 February 2024.</div>
 </div>
 <div id="ref-1HJpEx8e7" class="csl-entry" role="doc-biblioentry">
-<div class="csl-left-margin">1417. </div><div class="csl-right-inline">RUPP DMBAR. 2022. Novavax COVID vaccine is for those hesitant to get vaccinated. The Daily News. <a href="https://www.galvnews.com/health/free/novavax-covid-vaccine-is-for-those-hesitant-to-get-vaccinated/article_8ddebef4-1db0-579a-b0d2-852f2031d881.html">https://www.galvnews.com/health/free/novavax-covid-vaccine-is-for-those-hesitant-to-get-vaccinated/article_8ddebef4-1db0-579a-b0d2-852f2031d881.html</a>. Retrieved 31 January 2024.</div>
+<div class="csl-left-margin">1417. </div><div class="csl-right-inline">. <a href="https://www.galvnews.com/health/free/article_8ddebef4-1db0-579a-b0d2-852f2031d881.html">https://www.galvnews.com/health/free/article_8ddebef4-1db0-579a-b0d2-852f2031d881.html</a>.</div>
 </div>
 <div id="ref-13O5dayXS" class="csl-entry" role="doc-biblioentry">
 <div class="csl-left-margin">1418. </div><div class="csl-right-inline">Rubin R. 2022. <a href="https://doi.org/10.1001/jama.2022.13661">Despite Its Fan Base, Newly Authorized “Traditional” Novavax COVID-19 Vaccine Is Having Trouble Gaining a Foothold in the US</a>. JAMA 328:1026.</div>
 </div>
 <div id="ref-MMu5x58p" class="csl-entry" role="doc-biblioentry">
-<div class="csl-left-margin">1419. </div><div class="csl-right-inline">Constantino AK. 2022. Novavax's new Covid vaccine is perfect for people scared of mRNA tech—but it won't win over the unvaccinated. CNBC. <a href="https://www.cnbc.com/2022/07/15/why-new-novavax-covid-vaccine-wont-win-over-unvaccinated-americans.html">https://www.cnbc.com/2022/07/15/why-new-novavax-covid-vaccine-wont-win-over-unvaccinated-americans.html</a>. Retrieved 31 January 2024.</div>
+<div class="csl-left-margin">1419. </div><div class="csl-right-inline">Constantino AK. 2022. Novavax's new Covid vaccine is perfect for people scared of mRNA tech—but it won't win over the unvaccinated. CNBC. <a href="https://www.cnbc.com/2022/07/15/why-new-novavax-covid-vaccine-wont-win-over-unvaccinated-americans.html">https://www.cnbc.com/2022/07/15/why-new-novavax-covid-vaccine-wont-win-over-unvaccinated-americans.html</a>. Retrieved 2 February 2024.</div>
 </div>
 <div id="ref-rWUeWzwm" class="csl-entry" role="doc-biblioentry">
 <div class="csl-left-margin">1420. </div><div class="csl-right-inline">Patel MK, Bergeri I, Bresee JS, Cowling BJ, Crowcroft NS, Fahmy K, Hirve S, Kang G, Katz MA, Lanata CF, L'Azou Jackson M, Joshi S, Lipsitch M, Mwenda JM, Nogareda F, Orenstein WA, Ortiz JR, Pebody R, Schrag SJ, Smith PG, Srikantiah P, Subissi L, Valenciano M, Vaughn DW, Verani JR, Wilder-Smith A, Feikin DR. 2021. <a href="https://doi.org/10.1016/j.vaccine.2021.05.099">Evaluation of post-introduction COVID-19 vaccine effectiveness: Summary of interim guidance of the World Health Organization</a>. Vaccine 39:4013–4024.</div>
diff --git a/manuscript.md b/manuscript.md
index 2e850a46b..1ea3dcf29 100644
--- a/manuscript.md
+++ b/manuscript.md
@@ -6,7 +6,7 @@ keywords:
 - pandemic
 - viral infection
 lang: en-US
-date-meta: '2024-01-31'
+date-meta: '2024-02-02'
 author-meta:
 - Halie M. Rando
 - Casey S. Greene
@@ -73,11 +73,11 @@ header-includes: |
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   <meta property="twitter:title" content="SARS-CoV-2 and COVID-19: An Evolving Review of Diagnostics and Therapeutics" />
-  <meta name="dc.date" content="2024-01-31" />
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-  <meta property="article:modified_time" content="2024-01-31T20:18:40+00:00" />
+  <meta name="dc.date" content="2024-02-02" />
+  <meta name="citation_publication_date" content="2024-02-02" />
+  <meta property="article:published_time" content="2024-02-02" />
+  <meta name="dc.modified" content="2024-02-02T22:13:30+00:00" />
+  <meta property="article:modified_time" content="2024-02-02T22:13:30+00:00" />
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@@ -326,11 +326,11 @@ manubot-clear-requests-cache: false
 
 <small><em>
 This manuscript
-([permalink](https://greenelab.github.io/covid19-review/v/64da00cfe5b4f60f1a1794b9480f7e57bb35b38b/))
+([permalink](https://greenelab.github.io/covid19-review/v/31865613141237d35303b05393d5b567c0dd8845/))
 was automatically generated
-from [greenelab/covid19-review@64da00c](https://github.com/greenelab/covid19-review/tree/64da00cfe5b4f60f1a1794b9480f7e57bb35b38b)
-on January 31, 2024.
-It is also available as a [PDF](https://greenelab.github.io/covid19-review/v/64da00cfe5b4f60f1a1794b9480f7e57bb35b38b/manuscript.pdf).
+from [greenelab/covid19-review@3186561](https://github.com/greenelab/covid19-review/tree/31865613141237d35303b05393d5b567c0dd8845)
+on February 2, 2024.
+It is also available as a [PDF](https://greenelab.github.io/covid19-review/v/31865613141237d35303b05393d5b567c0dd8845/manuscript.pdf).
 Snapshots of individual sections have been published [@individual-pathogenesis; @individual-nutraceuticals; @individual-pharmaceuticals; @individual-methods; @individual-vaccines-traditional; @individual-vaccines-novel] or posted as preprints [@individual-diagnostics].
 </em></small>
 
@@ -343,6 +343,7 @@ Snapshots of individual sections have been published [@individual-pathogenesis;
 This is a review paper that is authored by scientists for an audience of scientists to discuss research that is in progress.
 If you are interested in guidelines on testing, therapies, or other issues related to your health, you should not use this document.
 Instead, you should collect information from your local health department, the [CDC's guidance](https://www.cdc.gov/coronavirus/2019-ncov/index.html), or your own government.
+This project was most active from March 2020 through February 2023 and is not currently receiving major updates.
 ]{.banner .lightred}
 
 ## Authors {.unnumbered}
diff --git a/manuscript.pdf b/manuscript.pdf
index 82e6e5a83..bf6566b71 100644
Binary files a/manuscript.pdf and b/manuscript.pdf differ
diff --git a/references.json b/references.json
index 269fa35ab..eaad7763f 100644
--- a/references.json
+++ b/references.json
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diff --git a/vaccines-trad-manuscript.docx b/vaccines-trad-manuscript.docx
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