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Predicting special forces dropout via explainable machine learning - PMC
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Technologies
Python
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USWDS
UI frameworks
Envoy
Reverse proxies
Django
Web frameworks
Google Cloud
IaaS
Qualtrics
Surveys
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Technology Stack Analysis
Python
Programming languages
Python is an interpreted and general-purpose programming language.
USWDS
UI frameworks
USWDS is a design system for the federal government.
Envoy
Reverse proxies
Envoy is an open-source edge and service proxy, designed for cloud-native applications.
Django
Web frameworks
Django is a Python-based free and open-source web application framework.
Google Cloud
IaaS
Google Cloud is a suite of cloud computing services.
Qualtrics
Surveys
Qualtrics is an cloud-based platform for creating and distributing web-based surveys.
jQuery
JavaScript libraries
jQuery is a JavaScript library which is a free, open-source software designed to simplify HTML DOM tree traversal and manipulation, as well as event handling, CSS animation, and Ajax.
HSTS
Security
HTTP Strict Transport Security (HSTS) informs browsers that the site should only be accessed using HTTPS.
Google Tag Manager
Tag managers
Google Tag Manager is a tag management system (TMS) that allows you to quickly and easily update measurement codes and related code fragments collectively known as tags on your website or mobile app.
Google Cloud CDN
CDN
Cloud CDN uses Google's global edge network to serve content closer to users.
Google Analytics
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Google Analytics is a free web analytics service that tracks and reports website traffic.
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www.ncbi.nlm.nih.gov
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https://www.ncbi.nlm.nih.gov/
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www.ncbi.nlm.nih.gov
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doi.org
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Target URL
https://scholar.google.com/scholar_lookup?journal=International%20Journal%20of%20Sports%20Physiology%20and%20Performance&title=Injury%20Prediction%20in%20Competitive%20Runners%20with%20Machine%20Learning&author=S.%20S.%20L%C3%B6vdal&author=R.%20J.%20R.%20Den%20Hartigh&author=G.%20Azzopardi&volume=16&issue=10&publication_year=2021&pages=1522-1531&pmid=33931574&doi=10.1123/ijspp.2020-0518&
DOI
doi.org
Target URL
https://doi.org/10.1249/mss.0b013e318155a813
PubMed
pubmed.ncbi.nlm.nih.gov
Target URL
https://pubmed.ncbi.nlm.nih.gov/18046197/
Google Scholar
scholar.google.com
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https://scholar.google.com/scholar_lookup?journal=Medicine%20&%20Science%20in%20Sports%20&%20Exercise&title=Physical%20Fitness%20and%20Performance.%20Body%20Composition%20by%20Dexa%20and%20its%20Association%20with%20Physical%20Fitness%20in%20140%20Conscripts&author=V.%20M.%20Mattila&author=K.%20Tallroth&author=M.%20Marttinen&author=H.%20Pihlajam%C3%A4ki&volume=39&issue=12&publication_year=2007&pages=2242-2247&pmid=18046197&doi=10.1249/mss.0b013e318155a813&
DOI
doi.org
Target URL
https://doi.org/10.1249/mss.0b013e3181ba99bc
PubMed
pubmed.ncbi.nlm.nih.gov
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https://pubmed.ncbi.nlm.nih.gov/19952851/
Google Scholar
scholar.google.com
Target URL
https://scholar.google.com/scholar_lookup?journal=Medicine%20&%20Science%20in%20Sports%20&%20Exercise&title=Aerobic%20Fitness%20Variables%20Do%20Not%20Predict%20the%20Professional%20Career%20of%20Young%20Cyclists&author=P.%20Menasp%C3%A0&author=A.%20Sassi&author=F.%20M.%20Impellizzeri&volume=42&issue=4&publication_year=2010&pages=805-812&pmid=19952851&doi=10.1249/mss.0b013e3181ba99bc&
Google Scholar
scholar.google.com
Target URL
https://scholar.google.com/scholar_lookup?title=Interpretable%20Machine%20Learning&author=C.%20Molnar&publication_year=2022&
DOI
doi.org
Target URL
https://doi.org/10.1111/j.1744-6570.2011.01239.x
Google Scholar
scholar.google.com
Target URL
https://scholar.google.com/scholar_lookup?journal=Personnel%20Psychology&title=The%20Best%20and%20the%20Rest:%20Revisiting%20the%20Norm%20of%20Normality%20of%20Individual%20Performance&author=E.%20O%E2%80%99boyle%20Jr&author=H.%20Aguinis&volume=65&issue=1&publication_year=2012&pages=79-119&doi=10.1111/j.1744-6570.2011.01239.x&
DOI
doi.org
Target URL
https://doi.org/10.1016/j.psychsport.2012.12.002
Google Scholar
scholar.google.com
Target URL
https://scholar.google.com/scholar_lookup?journal=Psychology%20of%20Sport%20and%20Exercise&title=Validation%20of%20the%20Revised%20Sport%20Motivation%20Scale%20(SMS%E2%80%90II)&author=L.%20G.%20Pelletier&author=M.%20A.%20Rocchi&author=R.%20J.%20Vallerand&author=E.%20L.%20Deci&author=R.%20M.%20Ryan&volume=14&issue=3&publication_year=2013&pages=329-341&doi=10.1016/j.psychsport.2012.12.002&
DOI
doi.org
Target URL
https://doi.org/10.1207/S15327876MP1404_4
Google Scholar
scholar.google.com
Target URL
https://scholar.google.com/scholar_lookup?journal=Military%20Psychology&title=Development%20and%20Validation%20of%20a%20Sentence%20Completion%20Test%20Measure%20of%20Defensive%20Responding%20in%20Military%20Personnel%20Assessed%20for%20Nonroutine%20Missions&author=J.%20J.%20Picano&author=R.%20R.%20Roland&author=K.%20D.%20Rollins&author=T.%20J.%20Williams&volume=14&issue=4&publication_year=2002&pages=279-298&doi=10.1207/S15327876MP1404_4&
DOI
doi.org
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https://doi.org/10.5281/zenodo.7359268
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scholar.google.com
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https://scholar.google.com/scholar_lookup?title=DecisionTree.jl%20%E2%80%90%20A%20Julia%20Implementation%20of%20the%20CART%20Decision%20Tree%20and%20Random%20Forest%20Algorithms%20(Version%200.11.3)&author=B.%20Sadeghi&author=P.%20Chiarawongse&author=K.%20Squire&author=D.%20C.%20Jones&author=A.%20Noack&publication_year=2022&
DOI
doi.org
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https://doi.org/10.2196/14116
PubMed
pubmed.ncbi.nlm.nih.gov
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https://pubmed.ncbi.nlm.nih.gov/32348252/
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scholar.google.com
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https://scholar.google.com/scholar_lookup?journal=JMIR%20mHealth%20and%20uHealth&title=Continuous%20Measurement%20of%20Reconnaissance%20Marines%20in%20Training%20with%20Custom%20Smartphone%20App%20and%20Watch:%20Observational%20Cohort%20Study&author=L.%20Saxon&author=B.%20DiPaula&author=G.%20R.%20Fox&author=R.%20Ebert&author=J.%20Duhaime&volume=8&issue=6&publication_year=2020&pages=e14116&pmid=32348252&doi=10.2196/14116&
DOI
doi.org
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https://doi.org/10.1080/10705500802222972
PubMed
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Google Scholar
scholar.google.com
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https://scholar.google.com/scholar_lookup?journal=International%20Journal%20of%20Behavioral%20Medicine&title=The%20Brief%20Resilience%20Scale:%20Assessing%20the%20Ability%20to%20Bounce%20Back&author=B.%20W.%20Smith&author=J.%20Dalen&author=K.%20Wiggins&author=E.%20Tooley&author=P.%20Christopher&volume=15&issue=3&publication_year=2008&pages=194-200&pmid=18696313&doi=10.1080/10705500802222972&
DOI
doi.org
Target URL
https://doi.org/10.1016/j.paid.2020.110411
Google Scholar
scholar.google.com
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https://scholar.google.com/scholar_lookup?journal=Personality%20and%20Individual%20Differences&title=Personality%20Traits%20Among%20Swedish%20Counterterrorism%20Intervention%20Unit%20Police%20Officers:%20A%20Comparison%20with%20the%20General%20Population&author=P.%20G.%20Tedeholm&author=A.%20Sj%C3%B6berg&author=A.%20C.%20Larsson&volume=168&publication_year=2021&pages=110411&doi=10.1016/j.paid.2020.110411&
DOI
doi.org
Target URL
https://doi.org/10.1037/h0071532
Google Scholar
scholar.google.com
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https://scholar.google.com/scholar_lookup?journal=Psychological%20Bulletin&title=The%20Use%20of%20Intelligence%20Tests%20in%20the%20Army&author=L.%20M.%20Terman&volume=15&issue=6&publication_year=1918&pages=177-187&doi=10.1037/h0071532&
DOI
doi.org
Target URL
https://doi.org/10.1080/17461391.2021.1930193
PubMed
pubmed.ncbi.nlm.nih.gov
Target URL
https://pubmed.ncbi.nlm.nih.gov/34006204/
Google Scholar
scholar.google.com
Target URL
https://scholar.google.com/scholar_lookup?journal=European%20Journal%20of%20Sport%20Science&title=Physical%20Training%20Considerations%20for%20Optimizing%20Performance%20in%20Essential%20Military%20Tasks&author=J.%20P.%20Vaara&author=H.%20Groeller&author=J.%20Drain&author=H.%20Kyr%C3%B6l%C3%A4inen&author=K.%20Pihlainen&volume=22&issue=1&publication_year=2022&pages=43-57&pmid=34006204&doi=10.1080/17461391.2021.1930193&
DOI
doi.org
Target URL
https://doi.org/10.1123/tsp.23.3.317
Google Scholar
scholar.google.com
Target URL
https://scholar.google.com/scholar_lookup?journal=The%20Sport%20Psychologist&title=Why%20Some%20Make%20it%20and%20Others%20Do%20Not:%20Identifying%20Psychological%20Factors%20that%20Predict%20Career%20Success%20in%20Professional%20Adult%20Soccer&author=N.%20W.%20Van%20Yperen&volume=23&issue=3&publication_year=2009&pages=317-329&doi=10.1123/tsp.23.3.317&
DOI
doi.org
Target URL
https://doi.org/10.1371/journal.pone.0102921
PubMed
pubmed.ncbi.nlm.nih.gov
Target URL
https://pubmed.ncbi.nlm.nih.gov/25033202/
Google Scholar
scholar.google.com
Target URL
https://scholar.google.com/scholar_lookup?journal=PLoS%20One&title=Blended%20Working:%20For%20Whom%20it%20May%20(Not)%20Work&author=N.%20W.%20Van%20Yperen&author=E.%20F.%20Rietzschel&author=K.%20M.%20M.%20De%20Jonge&volume=9&issue=7&publication_year=2014&pages=e102921&pmid=25033202&doi=10.1371/journal.pone.0102921&
DOI
doi.org
Target URL
https://doi.org/10.1080/02640410050120041
PubMed
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Target URL
https://pubmed.ncbi.nlm.nih.gov/11043892/
Google Scholar
scholar.google.com
Target URL
https://scholar.google.com/scholar_lookup?journal=Journal%20of%20Sports%20Sciences&title=Talent%20Identification%20and%20Development%20in%20Soccer&author=A.%20M.%20Williams&author=T.%20Reilly&volume=18&issue=9&publication_year=2000&pages=657-667&pmid=11043892&doi=10.1080/02640410050120041&
DOI
doi.org
Target URL
https://doi.org/10.1177/1745691617693393
PubMed
pubmed.ncbi.nlm.nih.gov
Target URL
https://pubmed.ncbi.nlm.nih.gov/28841086/
Google Scholar
scholar.google.com
Target URL
https://scholar.google.com/scholar_lookup?journal=Perspectives%20on%20Psychological%20Science&title=Choosing%20Prediction%20over%20Explanation%20in%20Psychology:%20Lessons%20from%20Machine%20Learning&author=T.%20Yarkoni&author=J.%20Westfall&volume=12&issue=6&publication_year=2017&pages=1100-1122&pmid=28841086&doi=10.1177/1745691617693393&
DOI
doi.org
Target URL
https://doi.org/10.3150/13-BEJSP14
Google Scholar
scholar.google.com
Target URL
https://scholar.google.com/scholar_lookup?journal=Bernoulli&title=Stability&author=B.%20Yu&volume=19&issue=4&publication_year=2013&pages=1484-1500&doi=10.3150/13-BEJSP14&
DOI
doi.org
Target URL
https://doi.org/10.1111/j.1467-9868.2005.00503.x
Google Scholar
scholar.google.com
Target URL
https://scholar.google.com/scholar_lookup?journal=Journal%20of%20the%20Royal%20Statistical%20Society:%20Series%20B&title=Regularization%20and%20Variable%20Selection%20via%20the%20Elastic%20Net&author=H.%20Zou&author=T.%20Hastie&volume=67&issue=2&publication_year=2005&pages=301-320&doi=10.1111/j.1467-9868.2005.00503.x&
NCBI on X (formerly known as Twitter)
twitter.com
Target URL
https://twitter.com/ncbi
NCBI on Facebook
www.facebook.com
Target URL
https://www.facebook.com/ncbi.nlm
NCBI on LinkedIn
www.linkedin.com
Target URL
https://www.linkedin.com/company/ncbinlm
NCBI on GitHub
github.com
Target URL
https://github.com/ncbi
NCBI RSS feed
ncbiinsights.ncbi.nlm.nih.gov
Target URL
https://ncbiinsights.ncbi.nlm.nih.gov/
NLM on X (formerly known as Twitter)
twitter.com
Target URL
https://twitter.com/nlm_nih
NLM on Facebook
www.facebook.com
Target URL
https://www.facebook.com/nationallibraryofmedicine
NLM on YouTube
www.youtube.com
Target URL
https://www.youtube.com/user/NLMNIH
National Library of Medicine 8600 Rockville Pike Bethesda, MD 20894
www.google.com
Target URL
https://www.google.com/maps/place/8600+Rockville+Pike,+Bethesda,+MD+20894/%4038.9959508,
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4d-77.0988323
Web Policies
www.nlm.nih.gov
Target URL
https://www.nlm.nih.gov/web_policies.html
FOIA
www.nih.gov
Target URL
https://www.nih.gov/institutes-nih/nih-office-director/office-communications-public-liaison/freedom-information-act-office
HHS Vulnerability Disclosure
www.hhs.gov
Target URL
https://www.hhs.gov/vulnerability-disclosure-policy/index.html
Help
support.nlm.nih.gov
Target URL
https://support.nlm.nih.gov/?pagename=cloudpmc-viewer%3Apmc%3Aarticle%3Ajournal
Accessibility
www.nlm.nih.gov
Target URL
https://www.nlm.nih.gov/accessibility.html
Careers
www.nlm.nih.gov
Target URL
https://www.nlm.nih.gov/careers/careers.html
NLM
www.nlm.nih.gov
Target URL
https://www.nlm.nih.gov/
NIH
www.nih.gov
Target URL
https://www.nih.gov/
HHS
www.hhs.gov
Target URL
https://www.hhs.gov/
USA.gov
www.usa.gov
Target URL
https://www.usa.gov/
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pmc.ncbi.nlm.nih.gov
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www.google-analytics.com
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www.googletagmanager.com
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zndikywqsjiuwn0q5-nlmenterprise.siteintercept.qualtrics.com
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