Correcting Mortality for Loss to Follow-Up: A Nomogram Applied to Antiretroviral Treatment Programmes in Sub-Saharan Africa
Events
Loading … Spinner

Mendeley | Further Information

{"title"=>"Correcting mortality for loss to follow-up: A nomogram applied to antiretroviral treatment programmes in sub-Saharan Africa", "type"=>"journal", "authors"=>[{"first_name"=>"Matthias", "last_name"=>"Egger", "scopus_author_id"=>"34768019000"}, {"first_name"=>"Ben D.", "last_name"=>"Spycher", "scopus_author_id"=>"15840736500"}, {"first_name"=>"John", "last_name"=>"Sidle", "scopus_author_id"=>"22981382000"}, {"first_name"=>"Ralf", "last_name"=>"Weigel", "scopus_author_id"=>"57137689900"}, {"first_name"=>"Elvin H.", "last_name"=>"Geng", "scopus_author_id"=>"8607239500"}, {"first_name"=>"Matthew P.", "last_name"=>"Fox", "scopus_author_id"=>"7401718940"}, {"first_name"=>"Patrick", "last_name"=>"MacPhail", "scopus_author_id"=>"55759193200"}, {"first_name"=>"Gilles", "last_name"=>"van Cutsem", "scopus_author_id"=>"24768129500"}, {"first_name"=>"Eugène", "last_name"=>"Messou", "scopus_author_id"=>"6602522977"}, {"first_name"=>"Robin", "last_name"=>"Wood", "scopus_author_id"=>"7404053384"}, {"first_name"=>"Denis", "last_name"=>"Nash", "scopus_author_id"=>"8882895800"}, {"first_name"=>"Margaret", "last_name"=>"Pascoe", "scopus_author_id"=>"23980928100"}, {"first_name"=>"Diana", "last_name"=>"Dickinson", "scopus_author_id"=>"14035326000"}, {"first_name"=>"Jean François", "last_name"=>"Etard", "scopus_author_id"=>"7004022616"}, {"first_name"=>"James A.", "last_name"=>"McIntyre", "scopus_author_id"=>"7202924765"}, {"first_name"=>"Martin W.G.", "last_name"=>"Brinkhof", "scopus_author_id"=>"35779956900"}], "year"=>2011, "source"=>"PLoS Medicine", "identifiers"=>{"sgr"=>"79951616831", "doi"=>"10.1371/journal.pmed.1000390", "issn"=>"15491277", "pui"=>"361278291", "isbn"=>"1549-1676 (Electronic) 1549-1277 (Linking)", "pmid"=>"21267057", "scopus"=>"2-s2.0-79951616831"}, "id"=>"182b3b6c-6fc8-31df-a535-bed30ad90fd4", "abstract"=>"BACKGROUND: The World Health Organization estimates that in sub-Saharan Africa about 4 million HIV-infected patients had started antiretroviral therapy (ART) by the end of 2008. Loss of patients to follow-up and care is an important problem for treatment programmes in this region. As mortality is high in these patients compared to patients remaining in care, ART programmes with high rates of loss to follow-up may substantially underestimate mortality of all patients starting ART. METHODS AND FINDINGS: We developed a nomogram to correct mortality estimates for loss to follow-up, based on the fact that mortality of all patients starting ART in a treatment programme is a weighted average of mortality among patients lost to follow-up and patients remaining in care. The nomogram gives a correction factor based on the percentage of patients lost to follow-up at a given point in time, and the estimated ratio of mortality between patients lost and not lost to follow-up. The mortality observed among patients retained in care is then multiplied by the correction factor to obtain an estimate of programme-level mortality that takes all deaths into account. A web calculator directly calculates the corrected, programme-level mortality with 95% confidence intervals (CIs). We applied the method to 11 ART programmes in sub-Saharan Africa. Patients retained in care had a mortality at 1 year of 1.4% to 12.0%; loss to follow-up ranged from 2.8% to 28.7%; and the correction factor from 1.2 to 8.0. The absolute difference between uncorrected and corrected mortality at 1 year ranged from 1.6% to 9.8%, and was above 5% in four programmes. The largest difference in mortality was in a programme with 28.7% of patients lost to follow-up at 1 year. CONCLUSIONS: The amount of bias in mortality estimates can be large in ART programmes with substantial loss to follow-up. Programmes should routinely report mortality among patients retained in care and the proportion of patients lost. A simple nomogram can then be used to estimate mortality among all patients who started ART, for a range of plausible mortality rates among patients lost to follow-up.", "link"=>"http://www.mendeley.com/research/correcting-mortality-loss-followup-nomogram-applied-antiretroviral-treatment-programmes-subsaharan-a", "reader_count"=>130, "reader_count_by_academic_status"=>{"Unspecified"=>3, "Professor > Associate Professor"=>9, "Librarian"=>2, "Researcher"=>36, "Student > Doctoral Student"=>9, "Student > Ph. D. Student"=>16, "Student > Postgraduate"=>7, "Other"=>13, "Student > Master"=>15, "Student > Bachelor"=>3, "Lecturer"=>6, "Lecturer > Senior Lecturer"=>6, "Professor"=>5}, "reader_count_by_user_role"=>{"Unspecified"=>3, "Professor > Associate Professor"=>9, "Librarian"=>2, "Researcher"=>36, "Student > Doctoral Student"=>9, "Student > Ph. D. Student"=>16, "Student > Postgraduate"=>7, "Other"=>13, "Student > Master"=>15, "Student > Bachelor"=>3, "Lecturer"=>6, "Lecturer > Senior Lecturer"=>6, "Professor"=>5}, "reader_count_by_subject_area"=>{"Unspecified"=>5, "Agricultural and Biological Sciences"=>5, "Arts and Humanities"=>1, "Business, Management and Accounting"=>4, "Computer Science"=>1, "Earth and Planetary Sciences"=>1, "Economics, Econometrics and Finance"=>2, "Environmental Science"=>1, "Nursing and Health Professions"=>2, "Mathematics"=>2, "Medicine and Dentistry"=>86, "Pharmacology, Toxicology and Pharmaceutical Science"=>1, "Psychology"=>1, "Social Sciences"=>17, "Immunology and Microbiology"=>1}, "reader_count_by_subdiscipline"=>{"Medicine and Dentistry"=>{"Medicine and Dentistry"=>86}, "Social Sciences"=>{"Social Sciences"=>17}, "Psychology"=>{"Psychology"=>1}, "Mathematics"=>{"Mathematics"=>2}, "Unspecified"=>{"Unspecified"=>5}, "Environmental Science"=>{"Environmental Science"=>1}, "Pharmacology, Toxicology and Pharmaceutical Science"=>{"Pharmacology, Toxicology and Pharmaceutical Science"=>1}, "Arts and Humanities"=>{"Arts and Humanities"=>1}, "Earth and Planetary Sciences"=>{"Earth and Planetary Sciences"=>1}, "Economics, Econometrics and Finance"=>{"Economics, Econometrics and Finance"=>2}, "Immunology and Microbiology"=>{"Immunology and Microbiology"=>1}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>5}, "Computer Science"=>{"Computer Science"=>1}, "Business, Management and Accounting"=>{"Business, Management and Accounting"=>4}, "Nursing and Health Professions"=>{"Nursing and Health Professions"=>2}}, "reader_count_by_country"=>{"Netherlands"=>1, "United States"=>4, "Niger"=>1, "Malawi"=>1, "Tanzania"=>1, "South Africa"=>1, "Italy"=>1, "France"=>1, "Switzerland"=>2, "Ethiopia"=>1}, "group_count"=>15}

CrossRef

Scopus | Further Information

{"@_fa"=>"true", "link"=>[{"@_fa"=>"true", "@ref"=>"self", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/79951616831"}, {"@_fa"=>"true", "@ref"=>"author-affiliation", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/79951616831?field=author,affiliation"}, {"@_fa"=>"true", "@ref"=>"scopus", "@href"=>"https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=79951616831&origin=inward"}, {"@_fa"=>"true", "@ref"=>"scopus-citedby", "@href"=>"https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=79951616831&origin=inward"}], "prism:url"=>"https://api.elsevier.com/content/abstract/scopus_id/79951616831", "dc:identifier"=>"SCOPUS_ID:79951616831", "eid"=>"2-s2.0-79951616831", "dc:title"=>"Correcting mortality for loss to follow-up: A nomogram applied to antiretroviral treatment programmes in sub-Saharan Africa", "dc:creator"=>"Egger M.", "prism:publicationName"=>"PLoS Medicine", "prism:issn"=>"15491277", "prism:eIssn"=>"15491676", "prism:volume"=>"8", "prism:issueIdentifier"=>"1", "prism:pageRange"=>nil, "prism:coverDate"=>"2011-02-21", "prism:coverDisplayDate"=>"2011", "prism:doi"=>"10.1371/journal.pmed.1000390", "citedby-count"=>"114", "affiliation"=>[{"@_fa"=>"true", "affilname"=>"Institut fur Sozial- und Praventivmedizin", "affiliation-city"=>"Bern", "affiliation-country"=>"Switzerland"}], "pubmed-id"=>"21267057", "prism:aggregationType"=>"Journal", "subtype"=>"ar", "subtypeDescription"=>"Article", "article-number"=>"e1000390", "source-id"=>"144840", "openaccess"=>"1", "openaccessFlag"=>true}

Facebook

  • {"url"=>"http%3A%2F%2Fjournals.plos.org%2Fplosmedicine%2Farticle%3Fid%3D10.1371%252Fjournal.pmed.1000390", "share_count"=>0, "like_count"=>0, "comment_count"=>0, "click_count"=>0, "total_count"=>0}

Counter

  • {"month"=>"1", "year"=>"2011", "pdf_views"=>"208", "xml_views"=>"23", "html_views"=>"813"}
  • {"month"=>"2", "year"=>"2011", "pdf_views"=>"82", "xml_views"=>"13", "html_views"=>"245"}
  • {"month"=>"3", "year"=>"2011", "pdf_views"=>"37", "xml_views"=>"4", "html_views"=>"129"}
  • {"month"=>"4", "year"=>"2011", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"64"}
  • {"month"=>"5", "year"=>"2011", "pdf_views"=>"21", "xml_views"=>"1", "html_views"=>"66"}
  • {"month"=>"6", "year"=>"2011", "pdf_views"=>"19", "xml_views"=>"2", "html_views"=>"74"}
  • {"month"=>"7", "year"=>"2011", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"57"}
  • {"month"=>"8", "year"=>"2011", "pdf_views"=>"10", "xml_views"=>"1", "html_views"=>"76"}
  • {"month"=>"9", "year"=>"2011", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"77"}
  • {"month"=>"10", "year"=>"2011", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"68"}
  • {"month"=>"11", "year"=>"2011", "pdf_views"=>"24", "xml_views"=>"4", "html_views"=>"116"}
  • {"month"=>"12", "year"=>"2011", "pdf_views"=>"9", "xml_views"=>"1", "html_views"=>"87"}
  • {"month"=>"1", "year"=>"2012", "pdf_views"=>"21", "xml_views"=>"0", "html_views"=>"126"}
  • {"month"=>"2", "year"=>"2012", "pdf_views"=>"17", "xml_views"=>"0", "html_views"=>"79"}
  • {"month"=>"3", "year"=>"2012", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"65"}
  • {"month"=>"4", "year"=>"2012", "pdf_views"=>"13", "xml_views"=>"1", "html_views"=>"82"}
  • {"month"=>"5", "year"=>"2012", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"72"}
  • {"month"=>"6", "year"=>"2012", "pdf_views"=>"5", "xml_views"=>"1", "html_views"=>"69"}
  • {"month"=>"7", "year"=>"2012", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"45"}
  • {"month"=>"8", "year"=>"2012", "pdf_views"=>"20", "xml_views"=>"13", "html_views"=>"86"}
  • {"month"=>"9", "year"=>"2012", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"45"}
  • {"month"=>"10", "year"=>"2012", "pdf_views"=>"11", "xml_views"=>"1", "html_views"=>"83"}
  • {"month"=>"11", "year"=>"2012", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"87"}
  • {"month"=>"12", "year"=>"2012", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"61"}
  • {"month"=>"1", "year"=>"2013", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"65"}
  • {"month"=>"2", "year"=>"2013", "pdf_views"=>"8", "xml_views"=>"2", "html_views"=>"73"}
  • {"month"=>"3", "year"=>"2013", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"85"}
  • {"month"=>"4", "year"=>"2013", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"67"}
  • {"month"=>"5", "year"=>"2013", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"91"}
  • {"month"=>"6", "year"=>"2013", "pdf_views"=>"70", "xml_views"=>"0", "html_views"=>"58"}
  • {"month"=>"7", "year"=>"2013", "pdf_views"=>"65", "xml_views"=>"0", "html_views"=>"50"}
  • {"month"=>"8", "year"=>"2013", "pdf_views"=>"62", "xml_views"=>"1", "html_views"=>"65"}
  • {"month"=>"9", "year"=>"2013", "pdf_views"=>"59", "xml_views"=>"3", "html_views"=>"69"}
  • {"month"=>"10", "year"=>"2013", "pdf_views"=>"11", "xml_views"=>"1", "html_views"=>"62"}
  • {"month"=>"11", "year"=>"2013", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"69"}
  • {"month"=>"12", "year"=>"2013", "pdf_views"=>"7", "xml_views"=>"1", "html_views"=>"45"}
  • {"month"=>"1", "year"=>"2014", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"59"}
  • {"month"=>"2", "year"=>"2014", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"54"}
  • {"month"=>"3", "year"=>"2014", "pdf_views"=>"5", "xml_views"=>"2", "html_views"=>"71"}
  • {"month"=>"4", "year"=>"2014", "pdf_views"=>"13", "xml_views"=>"1", "html_views"=>"72"}
  • {"month"=>"5", "year"=>"2014", "pdf_views"=>"11", "xml_views"=>"1", "html_views"=>"135"}
  • {"month"=>"6", "year"=>"2014", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"57"}
  • {"month"=>"7", "year"=>"2014", "pdf_views"=>"8", "xml_views"=>"1", "html_views"=>"47"}
  • {"month"=>"8", "year"=>"2014", "pdf_views"=>"11", "xml_views"=>"3", "html_views"=>"59"}
  • {"month"=>"9", "year"=>"2014", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"75"}
  • {"month"=>"10", "year"=>"2014", "pdf_views"=>"10", "xml_views"=>"2", "html_views"=>"95"}
  • {"month"=>"11", "year"=>"2014", "pdf_views"=>"7", "xml_views"=>"1", "html_views"=>"63"}
  • {"month"=>"12", "year"=>"2014", "pdf_views"=>"15", "xml_views"=>"2", "html_views"=>"64"}
  • {"month"=>"1", "year"=>"2015", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"39"}
  • {"month"=>"2", "year"=>"2015", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"42"}
  • {"month"=>"3", "year"=>"2015", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"52"}
  • {"month"=>"4", "year"=>"2015", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"44"}
  • {"month"=>"5", "year"=>"2015", "pdf_views"=>"9", "xml_views"=>"1", "html_views"=>"38"}
  • {"month"=>"6", "year"=>"2015", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"48"}
  • {"month"=>"7", "year"=>"2015", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"24"}
  • {"month"=>"8", "year"=>"2015", "pdf_views"=>"2", "xml_views"=>"1", "html_views"=>"36"}
  • {"month"=>"9", "year"=>"2015", "pdf_views"=>"1", "xml_views"=>"0", "html_views"=>"32"}
  • {"month"=>"10", "year"=>"2015", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"29"}
  • {"month"=>"11", "year"=>"2015", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"39"}
  • {"month"=>"12", "year"=>"2015", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"37"}
  • {"month"=>"1", "year"=>"2016", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"28"}
  • {"month"=>"2", "year"=>"2016", "pdf_views"=>"10", "xml_views"=>"1", "html_views"=>"29"}
  • {"month"=>"3", "year"=>"2016", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"47"}
  • {"month"=>"4", "year"=>"2016", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"53"}
  • {"month"=>"5", "year"=>"2016", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"58"}
  • {"month"=>"6", "year"=>"2016", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"25"}
  • {"month"=>"7", "year"=>"2016", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"17"}
  • {"month"=>"8", "year"=>"2016", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"27"}
  • {"month"=>"9", "year"=>"2016", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"73"}
  • {"month"=>"10", "year"=>"2016", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"54"}
  • {"month"=>"11", "year"=>"2016", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"20"}
  • {"month"=>"12", "year"=>"2016", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"19"}
  • {"month"=>"1", "year"=>"2017", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"38"}
  • {"month"=>"2", "year"=>"2017", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"43"}
  • {"month"=>"3", "year"=>"2017", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"52"}
  • {"month"=>"4", "year"=>"2017", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"82"}
  • {"month"=>"5", "year"=>"2017", "pdf_views"=>"5", "xml_views"=>"1", "html_views"=>"23"}
  • {"month"=>"6", "year"=>"2017", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"21"}
  • {"month"=>"7", "year"=>"2017", "pdf_views"=>"4", "xml_views"=>"1", "html_views"=>"27"}
  • {"month"=>"8", "year"=>"2017", "pdf_views"=>"3", "xml_views"=>"1", "html_views"=>"33"}
  • {"month"=>"9", "year"=>"2017", "pdf_views"=>"5", "xml_views"=>"1", "html_views"=>"22"}
  • {"month"=>"10", "year"=>"2017", "pdf_views"=>"2", "xml_views"=>"2", "html_views"=>"48"}
  • {"month"=>"11", "year"=>"2017", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"47"}
  • {"month"=>"12", "year"=>"2017", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"32"}
  • {"month"=>"1", "year"=>"2018", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"29"}
  • {"month"=>"2", "year"=>"2018", "pdf_views"=>"10", "xml_views"=>"1", "html_views"=>"17"}
  • {"month"=>"3", "year"=>"2018", "pdf_views"=>"5", "xml_views"=>"1", "html_views"=>"12"}
  • {"month"=>"4", "year"=>"2018", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"18"}
  • {"month"=>"5", "year"=>"2018", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"16"}
  • {"month"=>"6", "year"=>"2018", "pdf_views"=>"7", "xml_views"=>"5", "html_views"=>"5"}
  • {"month"=>"7", "year"=>"2018", "pdf_views"=>"18", "xml_views"=>"6", "html_views"=>"21"}
  • {"month"=>"8", "year"=>"2018", "pdf_views"=>"0", "xml_views"=>"1", "html_views"=>"8"}
  • {"month"=>"9", "year"=>"2018", "pdf_views"=>"7", "xml_views"=>"1", "html_views"=>"11"}
  • {"month"=>"10", "year"=>"2018", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"9"}
  • {"month"=>"11", "year"=>"2018", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"11"}
  • {"month"=>"12", "year"=>"2018", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"15"}
  • {"month"=>"1", "year"=>"2019", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"10"}
  • {"month"=>"2", "year"=>"2019", "pdf_views"=>"15", "xml_views"=>"1", "html_views"=>"9"}
  • {"month"=>"3", "year"=>"2019", "pdf_views"=>"4", "xml_views"=>"1", "html_views"=>"6"}
  • {"month"=>"4", "year"=>"2019", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"6"}
  • {"month"=>"5", "year"=>"2019", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"10"}
  • {"month"=>"6", "year"=>"2019", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"6"}
  • {"month"=>"7", "year"=>"2019", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"11"}
  • {"month"=>"8", "year"=>"2019", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"8"}
  • {"month"=>"9", "year"=>"2019", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"3"}
  • {"month"=>"10", "year"=>"2019", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"2"}
  • {"month"=>"11", "year"=>"2019", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"7"}
  • {"month"=>"12", "year"=>"2019", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"2"}
  • {"month"=>"1", "year"=>"2020", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"4"}
  • {"month"=>"2", "year"=>"2020", "pdf_views"=>"8", "xml_views"=>"1", "html_views"=>"5"}
  • {"month"=>"3", "year"=>"2020", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"11"}
  • {"month"=>"4", "year"=>"2020", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"6"}
  • {"month"=>"5", "year"=>"2020", "pdf_views"=>"1", "xml_views"=>"0", "html_views"=>"3"}
  • {"month"=>"6", "year"=>"2020", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"3"}
  • {"month"=>"7", "year"=>"2020", "pdf_views"=>"4", "xml_views"=>"2", "html_views"=>"0"}

Figshare

  • {"files"=>["https://ndownloader.figshare.com/files/805974"], "description"=>"<p>LTFU, lost to follow-up.</p>", "links"=>[], "tags"=>["11", "antiretroviral", "programmes", "sub-saharan"], "article_id"=>476318, "categories"=>["Medicine"], "users"=>["Matthias Egger", "Ben D. Spycher", "John Sidle", "Ralf Weigel", "Elvin H. Geng", "Matthew P. Fox", "Patrick MacPhail", "Gilles van Cutsem", "Eugène Messou", "Robin Wood", "Denis Nash", "Margaret Pascoe", "Diana Dickinson", "Jean-François Etard", "James A. McIntyre", "Martin W. G. Brinkhof"], "doi"=>"https://dx.doi.org/10.1371/journal.pmed.1000390.g003", "stats"=>{"downloads"=>1, "page_views"=>6, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Nomogram_with_data_from_11_antiretroviral_treatment_programmes_in_sub_Saharan_Africa_/476318", "title"=>"Nomogram with data from 11 antiretroviral treatment programmes in sub-Saharan Africa.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2011-01-18 01:45:18"}
  • {"files"=>["https://ndownloader.figshare.com/files/806074"], "description"=>"<p>Scatterplot of uncorrected versus corrected mortality for loss to follow-up in 11 treatment programmes in sub-Saharan Africa.</p>", "links"=>[], "tags"=>["uncorrected", "corrected", "follow-up", "11", "programmes", "sub-saharan"], "article_id"=>476423, "categories"=>["Medicine"], "users"=>["Matthias Egger", "Ben D. Spycher", "John Sidle", "Ralf Weigel", "Elvin H. Geng", "Matthew P. Fox", "Patrick MacPhail", "Gilles van Cutsem", "Eugène Messou", "Robin Wood", "Denis Nash", "Margaret Pascoe", "Diana Dickinson", "Jean-François Etard", "James A. McIntyre", "Martin W. G. Brinkhof"], "doi"=>"https://dx.doi.org/10.1371/journal.pmed.1000390.g004", "stats"=>{"downloads"=>1, "page_views"=>5, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Scatterplot_of_uncorrected_versus_corrected_mortality_for_loss_to_follow_up_in_11_treatment_programmes_in_sub_Saharan_Africa_/476423", "title"=>"Scatterplot of uncorrected versus corrected mortality for loss to follow-up in 11 treatment programmes in sub-Saharan Africa.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2011-01-18 01:47:03"}
  • {"files"=>["https://ndownloader.figshare.com/files/402309", "https://ndownloader.figshare.com/files/402346", "https://ndownloader.figshare.com/files/402372"], "description"=>"<div><h3>Background</h3><p>The World Health Organization estimates that in sub-Saharan Africa about 4 million HIV-infected patients had started antiretroviral therapy (ART) by the end of 2008. Loss of patients to follow-up and care is an important problem for treatment programmes in this region. As mortality is high in these patients compared to patients remaining in care, ART programmes with high rates of loss to follow-up may substantially underestimate mortality of all patients starting ART.</p><h3>Methods and Findings</h3><p>We developed a nomogram to correct mortality estimates for loss to follow-up, based on the fact that mortality of all patients starting ART in a treatment programme is a weighted average of mortality among patients lost to follow-up and patients remaining in care. The nomogram gives a correction factor based on the percentage of patients lost to follow-up at a given point in time, and the estimated ratio of mortality between patients lost and not lost to follow-up. The mortality observed among patients retained in care is then multiplied by the correction factor to obtain an estimate of programme-level mortality that takes all deaths into account. A web calculator directly calculates the corrected, programme-level mortality with 95% confidence intervals (CIs). We applied the method to 11 ART programmes in sub-Saharan Africa. Patients retained in care had a mortality at 1 year of 1.4% to 12.0%; loss to follow-up ranged from 2.8% to 28.7%; and the correction factor from 1.2 to 8.0. The absolute difference between uncorrected and corrected mortality at 1 year ranged from 1.6% to 9.8%, and was above 5% in four programmes. The largest difference in mortality was in a programme with 28.7% of patients lost to follow-up at 1 year.</p><h3>Conclusions</h3><p>The amount of bias in mortality estimates can be large in ART programmes with substantial loss to follow-up. Programmes should routinely report mortality among patients retained in care and the proportion of patients lost. A simple nomogram can then be used to estimate mortality among all patients who started ART, for a range of plausible mortality rates among patients lost to follow-up.</p><h3></h3><p><em>Please see later in the article for the Editors' Summary</em></p></div>", "links"=>[], "tags"=>["correcting", "nomogram", "applied", "antiretroviral", "programmes", "sub-saharan", "africa"], "article_id"=>139490, "categories"=>["Medicine"], "users"=>["Matthias Egger", "Ben D. Spycher", "John Sidle", "Ralf Weigel", "Elvin H. Geng", "Matthew P. Fox", "Patrick MacPhail", "Gilles van Cutsem", "Eugène Messou", "Robin Wood", "Denis Nash", "Margaret Pascoe", "Diana Dickinson", "Jean-François Etard", "James A. McIntyre", "Martin W. G. Brinkhof"], "doi"=>["https://dx.doi.org/10.1371/journal.pmed.1000390.s001", "https://dx.doi.org/10.1371/journal.pmed.1000390.s002", "https://dx.doi.org/10.1371/journal.pmed.1000390.s003"], "stats"=>{"downloads"=>5, "page_views"=>13, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/Correcting_Mortality_for_Loss_to_Follow_Up_A_Nomogram_Applied_to_Antiretroviral_Treatment_Programmes_in_Sub_Saharan_Africa/139490", "title"=>"Correcting Mortality for Loss to Follow-Up: A Nomogram Applied to Antiretroviral Treatment Programmes in Sub-Saharan Africa", "pos_in_sequence"=>0, "defined_type"=>4, "published_date"=>"2011-01-18 02:38:10"}
  • {"files"=>["https://ndownloader.figshare.com/files/805867"], "description"=>"<p>See text for regression equation.</p>", "links"=>[], "tags"=>["patients", "follow-up", "percent", "programme", "ci", "grey"], "article_id"=>476206, "categories"=>["Medicine"], "users"=>["Matthias Egger", "Ben D. Spycher", "John Sidle", "Ralf Weigel", "Elvin H. Geng", "Matthew P. Fox", "Patrick MacPhail", "Gilles van Cutsem", "Eugène Messou", "Robin Wood", "Denis Nash", "Margaret Pascoe", "Diana Dickinson", "Jean-François Etard", "James A. McIntyre", "Martin W. G. Brinkhof"], "doi"=>"https://dx.doi.org/10.1371/journal.pmed.1000390.g002", "stats"=>{"downloads"=>0, "page_views"=>1, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Predicted_mortality_among_patients_lost_to_follow_up_according_to_percent_of_patients_lost_in_programme_solid_line_with_95_CI_limits_of_grey_area_/476206", "title"=>"Predicted mortality among patients lost to follow-up according to percent of patients lost in programme (solid line) with 95% CI (limits of grey area).", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2011-01-18 01:43:26"}
  • {"files"=>["https://ndownloader.figshare.com/files/806224"], "description"=>"<p>Eleven antiretroviral treatment programmes in sub-Saharan Africa, ordered by increasing loss to follow-up.</p>a<p>Patients with at least 9 months of potential follow-up who are at risk of being classified as lost to follow-up.</p>b<p>The corrected estimates of programme-level mortality with 95% CIs can be obtained from the web calculator available at <a href=\"http://www.iedea-sa.org\" target=\"_blank\">http://www.iedea-sa.org</a>. The 95% CI are based on Monte Carlo simulations, taking into account uncertainty in mortality among patients lost to follow-up, uncertainty in mortality among patients remaining in care and uncertainty in the proportion of patients lost to follow-up. See <a href=\"http://www.plosmedicine.org/article/info:doi/10.1371/journal.pmed.1000390#pmed.1000390.s003\" target=\"_blank\">Text S1</a> for further details.</p>", "links"=>[], "tags"=>["kaplan-meier", "estimates", "programme-level", "patients", "retained", "correction", "corrected"], "article_id"=>476569, "categories"=>["Medicine"], "users"=>["Matthias Egger", "Ben D. Spycher", "John Sidle", "Ralf Weigel", "Elvin H. Geng", "Matthew P. Fox", "Patrick MacPhail", "Gilles van Cutsem", "Eugène Messou", "Robin Wood", "Denis Nash", "Margaret Pascoe", "Diana Dickinson", "Jean-François Etard", "James A. McIntyre", "Martin W. G. Brinkhof"], "doi"=>"https://dx.doi.org/10.1371/journal.pmed.1000390.t002", "stats"=>{"downloads"=>1, "page_views"=>2, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Uncorrected_Kaplan_Meier_estimates_of_programme_level_mortality_at_1_year_for_all_patients_starting_ART_number_of_patients_lost_to_follow_up_mortality_estimates_for_patients_retained_in_care_predicted_mortality_among_patients_lost_to_follow_up_correction/476569", "title"=>"Uncorrected Kaplan-Meier estimates of programme-level mortality at 1 year for all patients starting ART, number of patients lost to follow-up, mortality estimates for patients retained in care, predicted mortality among patients lost to follow-up, correction factor <i>C</i> and corrected programme-level mortality at 1 year.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2011-01-18 01:49:29"}
  • {"files"=>["https://ndownloader.figshare.com/files/806169"], "description"=>"a<p>Defined as WHO stages III or IV or Centers for Disease Control and Prevention (CDC) clinical stage C.</p><p>ANRS, Agence Nationale de Recherches sur le SIDA et les Hépatites Virals; CEPREF, Centre de Prise en Charge de Recherche et de Formation; IQR, interquartile range; ISS Immune Suppression Syndrome clinic; MTCT, Mother To Child Transmission; NGO, nongovernmental organisation, PHRU, Perinatal HIV Research Unit.</p>", "links"=>[], "tags"=>["programmes", "included"], "article_id"=>476522, "categories"=>["Medicine"], "users"=>["Matthias Egger", "Ben D. Spycher", "John Sidle", "Ralf Weigel", "Elvin H. Geng", "Matthew P. Fox", "Patrick MacPhail", "Gilles van Cutsem", "Eugène Messou", "Robin Wood", "Denis Nash", "Margaret Pascoe", "Diana Dickinson", "Jean-François Etard", "James A. McIntyre", "Martin W. G. Brinkhof"], "doi"=>"https://dx.doi.org/10.1371/journal.pmed.1000390.t001", "stats"=>{"downloads"=>1, "page_views"=>6, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Characteristics_of_ART_programmes_included_in_the_study_/476522", "title"=>"Characteristics of ART programmes included in the study.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2011-01-18 01:48:42"}
  • {"files"=>["https://ndownloader.figshare.com/files/805743"], "description"=>"<p>The red dot and broken lines relate to the case study described in Box 1.</p>", "links"=>[], "tags"=>["obtaining", "correction", "factors", "programme-level", "observed", "patients"], "article_id"=>476083, "categories"=>["Medicine"], "users"=>["Matthias Egger", "Ben D. Spycher", "John Sidle", "Ralf Weigel", "Elvin H. Geng", "Matthew P. Fox", "Patrick MacPhail", "Gilles van Cutsem", "Eugène Messou", "Robin Wood", "Denis Nash", "Margaret Pascoe", "Diana Dickinson", "Jean-François Etard", "James A. McIntyre", "Martin W. G. Brinkhof"], "doi"=>"https://dx.doi.org/10.1371/journal.pmed.1000390.g001", "stats"=>{"downloads"=>2, "page_views"=>5, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Nomogram_for_obtaining_correction_factors_to_adjust_programme_level_mortality_estimates_based_on_the_observed_mortality_among_patients_not_lost_to_follow_up_the_observed_proportion_of_patients_lost_and_an_estimate_of_mortality_among_patients_lost_/476083", "title"=>"Nomogram for obtaining correction factors to adjust programme-level mortality estimates, based on the observed mortality among patients not lost to follow-up, the observed proportion of patients lost and an estimate of mortality among patients lost.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2011-01-18 01:41:23"}

PMC Usage Stats | Further Information

  • {"month"=>"1", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"1", "year"=>"2011", "pdf"=>"1", "unique-ip"=>"2", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"2", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"14", "unique-ip"=>"19", "pdf"=>"13", "year"=>"2011", "figure"=>"2", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"3", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"3", "full-text"=>"20", "year"=>"2011", "pdf"=>"23", "unique-ip"=>"23", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"4", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"16", "unique-ip"=>"17", "pdf"=>"8", "year"=>"2011", "figure"=>"7", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"5", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"10", "year"=>"2011", "pdf"=>"7", "unique-ip"=>"14", "figure"=>"2", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"6", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"24", "unique-ip"=>"22", "pdf"=>"18", "year"=>"2011", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"7", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"15", "year"=>"2011", "pdf"=>"8", "unique-ip"=>"13", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"8", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"10", "unique-ip"=>"10", "pdf"=>"7", "year"=>"2011", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"9", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"10", "year"=>"2011", "pdf"=>"6", "unique-ip"=>"10", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"10", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"11", "unique-ip"=>"12", "pdf"=>"6", "year"=>"2011", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"11", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"5", "year"=>"2011", "pdf"=>"3", "unique-ip"=>"6", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"12", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"5", "unique-ip"=>"7", "pdf"=>"2", "year"=>"2011", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"1", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"14", "unique-ip"=>"17", "pdf"=>"17", "year"=>"2012", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"2", "scanned-page-browse"=>"0", "cited-by"=>"1", "abstract"=>"0", "full-text"=>"11", "year"=>"2012", "pdf"=>"6", "unique-ip"=>"9", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"3", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"11", "unique-ip"=>"11", "pdf"=>"9", "year"=>"2012", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"1"}
  • {"month"=>"4", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"9", "year"=>"2012", "pdf"=>"8", "unique-ip"=>"11", "figure"=>"3", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"5", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"14", "unique-ip"=>"13", "pdf"=>"13", "year"=>"2012", "figure"=>"5", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"6", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"10", "year"=>"2012", "pdf"=>"3", "unique-ip"=>"9", "figure"=>"2", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"unique-ip"=>"7", "full-text"=>"9", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"7"}
  • {"unique-ip"=>"9", "full-text"=>"8", "pdf"=>"6", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"8"}
  • {"unique-ip"=>"4", "full-text"=>"5", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"9"}
  • {"unique-ip"=>"7", "full-text"=>"5", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2012", "month"=>"10"}
  • {"unique-ip"=>"4", "full-text"=>"4", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"12"}
  • {"unique-ip"=>"7", "full-text"=>"7", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"1"}
  • {"unique-ip"=>"15", "full-text"=>"15", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"2"}
  • {"unique-ip"=>"6", "full-text"=>"6", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"3"}
  • {"unique-ip"=>"6", "full-text"=>"8", "pdf"=>"3", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2013", "month"=>"4"}
  • {"unique-ip"=>"21", "full-text"=>"17", "pdf"=>"11", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"11"}
  • {"unique-ip"=>"1", "full-text"=>"1", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"5"}
  • {"unique-ip"=>"9", "full-text"=>"8", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"6"}
  • {"unique-ip"=>"9", "full-text"=>"9", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"7"}
  • {"unique-ip"=>"4", "full-text"=>"2", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"3", "cited-by"=>"0", "year"=>"2013", "month"=>"8"}
  • {"unique-ip"=>"4", "full-text"=>"5", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"9"}
  • {"unique-ip"=>"4", "full-text"=>"5", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"10"}
  • {"unique-ip"=>"7", "full-text"=>"8", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"11"}
  • {"unique-ip"=>"9", "full-text"=>"9", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"12"}
  • {"unique-ip"=>"8", "full-text"=>"5", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"1"}
  • {"unique-ip"=>"5", "full-text"=>"6", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"2"}
  • {"unique-ip"=>"11", "full-text"=>"8", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"3"}
  • {"unique-ip"=>"5", "full-text"=>"4", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"5"}
  • {"unique-ip"=>"9", "full-text"=>"7", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"6"}
  • {"unique-ip"=>"11", "full-text"=>"13", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"4"}
  • {"unique-ip"=>"9", "full-text"=>"9", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"7"}
  • {"unique-ip"=>"9", "full-text"=>"9", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"8"}
  • {"unique-ip"=>"9", "full-text"=>"14", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"9"}
  • {"unique-ip"=>"16", "full-text"=>"15", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2014", "month"=>"10"}
  • {"unique-ip"=>"11", "full-text"=>"12", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"11"}
  • {"unique-ip"=>"9", "full-text"=>"9", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"12"}
  • {"unique-ip"=>"14", "full-text"=>"12", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2015", "month"=>"1"}
  • {"unique-ip"=>"11", "full-text"=>"11", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"2"}
  • {"unique-ip"=>"7", "full-text"=>"7", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"3"}
  • {"unique-ip"=>"9", "full-text"=>"10", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"4"}
  • {"unique-ip"=>"10", "full-text"=>"12", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"5"}
  • {"unique-ip"=>"13", "full-text"=>"10", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"6"}
  • {"unique-ip"=>"11", "full-text"=>"9", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"7"}
  • {"unique-ip"=>"9", "full-text"=>"6", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"8"}
  • {"unique-ip"=>"9", "full-text"=>"8", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"9"}
  • {"unique-ip"=>"8", "full-text"=>"7", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"10"}
  • {"unique-ip"=>"20", "full-text"=>"16", "pdf"=>"11", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"3", "year"=>"2015", "month"=>"11"}
  • {"unique-ip"=>"9", "full-text"=>"8", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"12"}
  • {"unique-ip"=>"12", "full-text"=>"12", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"1"}
  • {"unique-ip"=>"5", "full-text"=>"2", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"2"}
  • {"unique-ip"=>"3", "full-text"=>"2", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"3"}
  • {"unique-ip"=>"5", "full-text"=>"4", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"4"}
  • {"unique-ip"=>"4", "full-text"=>"3", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"5"}
  • {"unique-ip"=>"6", "full-text"=>"7", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"6"}
  • {"unique-ip"=>"6", "full-text"=>"4", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"7"}
  • {"unique-ip"=>"4", "full-text"=>"4", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"8"}
  • {"unique-ip"=>"4", "full-text"=>"4", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2016", "month"=>"9"}
  • {"unique-ip"=>"7", "full-text"=>"6", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"10"}
  • {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"11"}
  • {"unique-ip"=>"4", "full-text"=>"4", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"12"}
  • {"unique-ip"=>"8", "full-text"=>"6", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2017", "month"=>"1"}
  • {"unique-ip"=>"6", "full-text"=>"6", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"2"}
  • {"unique-ip"=>"7", "full-text"=>"8", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"3"}
  • {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"4"}
  • {"unique-ip"=>"10", "full-text"=>"11", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"5"}
  • {"unique-ip"=>"2", "full-text"=>"2", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"6"}
  • {"unique-ip"=>"1", "full-text"=>"1", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"7"}
  • {"unique-ip"=>"6", "full-text"=>"7", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"8"}
  • {"unique-ip"=>"8", "full-text"=>"9", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"9"}
  • {"unique-ip"=>"9", "full-text"=>"9", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"10"}
  • {"unique-ip"=>"6", "full-text"=>"6", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"11"}
  • {"unique-ip"=>"9", "full-text"=>"11", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"12"}
  • {"unique-ip"=>"5", "full-text"=>"6", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"1"}
  • {"unique-ip"=>"11", "full-text"=>"8", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"3"}
  • {"unique-ip"=>"8", "full-text"=>"10", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"1"}
  • {"unique-ip"=>"12", "full-text"=>"10", "pdf"=>"5", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"5"}
  • {"unique-ip"=>"11", "full-text"=>"11", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"4"}
  • {"unique-ip"=>"7", "full-text"=>"3", "pdf"=>"5", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"6"}
  • {"unique-ip"=>"9", "full-text"=>"5", "pdf"=>"6", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2018", "month"=>"7"}
  • {"unique-ip"=>"4", "full-text"=>"2", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"8"}
  • {"unique-ip"=>"7", "full-text"=>"7", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"9"}
  • {"unique-ip"=>"6", "full-text"=>"5", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"10"}
  • {"unique-ip"=>"15", "full-text"=>"10", "pdf"=>"6", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2018", "month"=>"11"}
  • {"unique-ip"=>"5", "full-text"=>"5", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"12"}
  • {"unique-ip"=>"8", "full-text"=>"11", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"2"}
  • {"unique-ip"=>"9", "full-text"=>"8", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"3"}
  • {"unique-ip"=>"7", "full-text"=>"5", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"4"}
  • {"unique-ip"=>"10", "full-text"=>"8", "pdf"=>"5", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"5"}
  • {"unique-ip"=>"4", "full-text"=>"5", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"8"}
  • {"unique-ip"=>"13", "full-text"=>"12", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"9"}
  • {"unique-ip"=>"14", "full-text"=>"13", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"10"}
  • {"unique-ip"=>"9", "full-text"=>"6", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"12"}
  • {"unique-ip"=>"9", "full-text"=>"10", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"2"}
  • {"unique-ip"=>"6", "full-text"=>"5", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"3"}
  • {"unique-ip"=>"10", "full-text"=>"10", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"4"}
  • {"unique-ip"=>"7", "full-text"=>"7", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"5"}

Relative Metric

{"start_date"=>"2011-01-01T00:00:00Z", "end_date"=>"2011-12-31T00:00:00Z", "subject_areas"=>[{"subject_area"=>"/Biology and life sciences", "average_usage"=>[304, 568, 702, 818, 927, 1027, 1118, 1206, 1285, 1357, 1427, 1500, 1564, 1636, 1705, 1773, 1840, 1909, 1974, 2039, 2106, 2170, 2234, 2296, 2358, 2423, 2484, 2546, 2606, 2673, 2734, 2795, 2857, 2921, 2984, 3046, 3100]}, {"subject_area"=>"/Biology and life sciences/Immunology", "average_usage"=>[303, 577, 713, 831, 950, 1048, 1144, 1230, 1307, 1381, 1454, 1521, 1590, 1655, 1713, 1778, 1848, 1913, 1972, 2033, 2098, 2154, 2215, 2263, 2322, 2388, 2436, 2500, 2571, 2623, 2689, 2754, 2806, 2864, 2930, 2984, 3038]}, {"subject_area"=>"/Biology and life sciences/Microbiology", "average_usage"=>[313, 585, 721, 833, 946, 1049, 1147, 1230, 1307, 1383, 1462, 1528, 1592, 1667, 1726, 1794, 1857, 1918, 1993, 2070, 2137, 2194, 2258, 2314, 2370, 2432, 2497, 2555, 2619, 2676, 2741, 2801, 2861, 2914, 2971, 3017, 3072]}, {"subject_area"=>"/Medicine and health sciences/Epidemiology", "average_usage"=>[355, 653, 785, 903, 1026, 1118, 1207, 1287, 1368, 1444, 1535, 1630, 1689, 1762, 1818, 1882, 1959, 2029, 2089, 2137, 2196, 2251, 2324, 2378, 2450, 2504, 2565, 2614, 2680, 2748, 2804, 2882, 2926, 3000, 3053, 3143, 3187]}, {"subject_area"=>"/Medicine and health sciences/Infectious diseases", "average_usage"=>[335, 648, 777, 906, 1018, 1131, 1224, 1307, 1396, 1462, 1541, 1619, 1695, 1764, 1821, 1892, 1959, 2029, 2095, 2155, 2218, 2270, 2329, 2395, 2457, 2528, 2590, 2638, 2708, 2759, 2823, 2882, 2930, 2990, 3041, 3099, 3150]}, {"subject_area"=>"/Medicine and health sciences/Pharmacology", "average_usage"=>[337, 604, 750, 875, 1001, 1107, 1205, 1299, 1391, 1468, 1552, 1629, 1709, 1785, 1862, 1935, 2013, 2081, 2140, 2212, 2281, 2352, 2422, 2489, 2564, 2629, 2698, 2752, 2833, 2880, 2925, 2983, 3042, 3111, 3183, 3250, 3311]}, {"subject_area"=>"/Medicine and health sciences/Public and occupational health", "average_usage"=>[343, 648, 793, 906, 1017, 1126, 1226, 1298, 1386, 1458, 1536, 1617, 1694, 1771, 1851, 1915, 1982, 2042, 2111, 2171, 2220, 2273, 2339, 2430, 2509, 2572, 2640, 2695, 2766, 2822, 2882, 2956, 2992, 3046, 3082, 3151, 3206]}, {"subject_area"=>"/People and places", "average_usage"=>[346, 621, 752, 863, 972, 1071, 1187, 1286, 1369, 1443, 1516, 1582, 1659, 1736, 1816, 1899, 1967, 2041, 2119, 2193, 2260, 2330, 2389, 2455, 2510, 2567, 2625, 2698, 2787, 2836, 2908, 2966, 3019, 3080, 3130, 3180, 3244]}, {"subject_area"=>"/People and places/Demography", "average_usage"=>[352, 584, 703, 791, 903, 987, 1078, 1163, 1237, 1318, 1379, 1447, 1507, 1584, 1660, 1717, 1793, 1863, 1922, 1967, 2039, 2098, 2152, 2219, 2285, 2341, 2392, 2466, 2528, 2581, 2623, 2670, 2731, 2787, 2856, 2901, 2953]}, {"subject_area"=>"/People and places/Geographical locations", "average_usage"=>[349, 607, 734, 834, 925, 1022, 1116, 1209, 1272, 1340, 1414, 1481, 1562, 1654, 1718, 1792, 1862, 1939, 1999, 2047, 2102, 2155, 2208, 2273, 2334, 2392, 2456, 2533, 2588, 2640, 2688, 2769, 2813, 2872, 2941, 3011, 3083]}, {"subject_area"=>"/Physical sciences/Mathematics", "average_usage"=>[347, 582, 700, 805, 909, 997, 1061, 1147, 1220, 1282, 1350, 1411, 1471, 1532, 1600, 1665, 1726, 1790, 1868, 1927, 1986, 2048, 2105, 2166, 2229, 2288, 2347, 2407, 2463, 2525, 2589, 2650, 2704, 2755, 2806, 2854, 2896]}]}
Loading … Spinner
There are currently no alerts