The Interactive Roles of Aedes aegypti Super-Production and Human Density in Dengue Transmission
Publication Date
August 28, 2012
Journal
PLOS Neglected Tropical Diseases
Authors
Harish Padmanabha, David Durham, Fabio Correa, Maria Diuk Wasser, et al
Volume
6
Issue
8
Pages
e1799
DOI
http://doi.org/10.1371/journal.pntd.0001799
Publisher URL
http://journals.plos.org/plosntds/article?id=10.1371%2Fjournal.pntd.0001799
PubMed
http://www.ncbi.nlm.nih.gov/pubmed/22953017
PubMed Central
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3429384
Europe PMC
http://europepmc.org/abstract/MED/22953017
Web of Science
000308497100034
Scopus
84866000161
Mendeley
http://www.mendeley.com/research/interactive-roles-aedes-aegypti-superproduction-human-density-dengue-transmission
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Mendeley | Further Information

{"title"=>"The Interactive Roles of Aedes aegypti Super-Production and Human Density in Dengue Transmission", "type"=>"journal", "authors"=>[{"first_name"=>"Harish", "last_name"=>"Padmanabha", "scopus_author_id"=>"6507466935"}, {"first_name"=>"David", "last_name"=>"Durham", "scopus_author_id"=>"35740061500"}, {"first_name"=>"Fabio", "last_name"=>"Correa", "scopus_author_id"=>"55353673800"}, {"first_name"=>"Maria", "last_name"=>"Diuk-Wasser", "scopus_author_id"=>"6507866842"}, {"first_name"=>"Alison", "last_name"=>"Galvani", "scopus_author_id"=>"7004067242"}], "year"=>2012, "source"=>"PLoS Neglected Tropical Diseases", "identifiers"=>{"sgr"=>"84866000161", "scopus"=>"2-s2.0-84866000161", "doi"=>"10.1371/journal.pntd.0001799", "isbn"=>"1935-2735 (Electronic)\\n1935-2727 (Linking)", "pui"=>"365599531", "issn"=>"19352727", "pmid"=>"22953017"}, "id"=>"8e57cc68-99fe-3551-a01a-f947435ff27e", "abstract"=>"BACKGROUND: A. aegypti production and human density may vary considerably in dengue endemic areas. Understanding how interactions between these factors influence the risk of transmission could improve the effectiveness of the allocation of vector control resources. To evaluate the combined impacts of variation in A. aegypti production and human density we integrated field data with simulation modeling.\\n\\nMETHODOLOGY/PRINCIPAL FINDINGS: Using data from seven censuses of A. aegypti pupae (2007-2009) and from demographic surveys, we developed an agent-based transmission model of the dengue transmission cycle across houses in 16 dengue-endemic urban 'patches' (1-3 city blocks each) of Armenia, Colombia. Our field data showed that 92% of pupae concentrated in only 5% of houses, defined as super-producers. Average secondary infections (R(0)) depended on infrequent, but highly explosive transmission events. These super-spreading events occurred almost exclusively when the introduced infectious person infected mosquitoes that were produced in super-productive containers. Increased human density favored R(0), and when the likelihood of human introduction of virus was incorporated into risk, a strong interaction arose between vector production and human density. Simulated intervention of super-productive containers was substantially more effective in reducing dengue risk at higher human densities.\\n\\nSIGNIFICANCE/CONCLUSIONS: These results show significant interactions between human population density and the natural regulatory pattern of A. aegypti in the dynamics of dengue transmission. The large epidemiological significance of super-productive containers suggests that they have the potential to influence dengue viral adaptation to mosquitoes. Human population density plays a major role in dengue transmission, due to its potential impact on human-A. aegypti contact, both within a person's home and when visiting others. 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CrossRef

Scopus | Further Information

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Figshare

  • {"files"=>["https://ndownloader.figshare.com/files/584634"], "description"=>"<p>Neighborhoods of study in the city of Armenia, Colombia.</p>", "links"=>[], "tags"=>["public health and epidemiology", "Infectious diseases", "ecology"], "article_id"=>255120, "categories"=>["Biotechnology", "Ecology", "Infectious Diseases"], "users"=>["Harish Padmanabha", "David Durham", "Fabio Correa", "Maria Diuk-Wasser", "Alison Galvani"], "doi"=>"https://dx.doi.org/10.1371/journal.pntd.0001799.g001", "stats"=>{"downloads"=>0, "page_views"=>10, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Neighborhoods_of_study_in_the_city_of_Armenia_Colombia_/255120", "title"=>"Neighborhoods of study in the city of Armenia, Colombia.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-08-28 01:25:20"}
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  • {"files"=>["https://ndownloader.figshare.com/files/309328", "https://ndownloader.figshare.com/files/309411"], "description"=>"<div><h3>Background</h3><p><em>A. aegypti</em> production and human density may vary considerably in dengue endemic areas. Understanding how interactions between these factors influence the risk of transmission could improve the effectiveness of the allocation of vector control resources. To evaluate the combined impacts of variation in <em>A. aegypti</em> production and human density we integrated field data with simulation modeling.</p> <h3>Methodology/Principal Findings</h3><p>Using data from seven censuses of <em>A. aegypti</em> pupae (2007–2009) and from demographic surveys, we developed an agent-based transmission model of the dengue transmission cycle across houses in 16 dengue-endemic urban ‘patches’ (1–3 city blocks each) of Armenia, Colombia. Our field data showed that 92% of pupae concentrated in only 5% of houses, defined as <em>super-producers</em>. Average secondary infections (R<sub>0</sub>) depended on infrequent, but highly explosive transmission events. These s<em>uper-spreading</em> events occurred almost exclusively when the introduced infectious person infected mosquitoes that were produced in super-productive containers. Increased human density favored R<sub>0</sub>, and when the likelihood of human introduction of virus was incorporated into risk, a strong interaction arose between vector production and human density. Simulated intervention of super-productive containers was substantially more effective in reducing dengue risk at higher human densities.</p> <h3>Significance/Conclusions</h3><p>These results show significant interactions between human population density and the natural regulatory pattern of <em>A. aegypti</em> in the dynamics of dengue transmission. The large epidemiological significance of super-productive containers suggests that they have the potential to influence dengue viral adaptation to mosquitoes. Human population density plays a major role in dengue transmission, due to its potential impact on human-<em>A. aegypti</em> contact, both within a person's home and when visiting others. The large variation in population density within typical dengue endemic cities suggests that it should be a major consideration in dengue control policy.</p> </div>", "links"=>[], "tags"=>["interactive", "roles", "super-production", "dengue"], "article_id"=>121027, "categories"=>["Cancer", "Ecology", "Biotechnology"], "users"=>["Harish Padmanabha", "David Durham", "Fabio Correa", "Maria Diuk-Wasser", "Alison Galvani"], "doi"=>["https://dx.doi.org/10.1371/journal.pntd.0001799.s001", "https://dx.doi.org/10.1371/journal.pntd.0001799.s002"], "stats"=>{"downloads"=>0, "page_views"=>15, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/The_Interactive_Roles_of_Aedes_aegypti_Super_Production_and_Human_Density_in_Dengue_Transmission/121027", "title"=>"The Interactive Roles of <em>Aedes aegypti</em> Super-Production and Human Density in Dengue Transmission", "pos_in_sequence"=>0, "defined_type"=>4, "published_date"=>"2012-08-28 00:17:07"}
  • {"files"=>["https://ndownloader.figshare.com/files/584950"], "description"=>"<p>(a) Effect of pupal abundance on human-to-mosquito infection (no. subsequently emerged mosquitoes infected by introduced human infection) and mosquito-to-human infection (avg. number of. humans infected by subsequently emerged mosquitoes that became infected); (b) Effect of pupal abundance in containers that produce infected mosquitoes on avg. number of secondary infections.</p>", "links"=>[], "tags"=>["subsequently", "emerged"], "article_id"=>255438, "categories"=>["Biotechnology", "Ecology", "Infectious Diseases"], "users"=>["Harish Padmanabha", "David Durham", "Fabio Correa", "Maria Diuk-Wasser", "Alison Galvani"], "doi"=>"https://dx.doi.org/10.1371/journal.pntd.0001799.g005", "stats"=>{"downloads"=>0, "page_views"=>3, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Pupae_per_container_and_transmission_in_subsequently_emerged_mosquitoes_/255438", "title"=>"Pupae per container and transmission in subsequently emerged mosquitoes.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-08-28 01:30:38"}
  • {"files"=>["https://ndownloader.figshare.com/files/584789"], "description"=>"<p>Correlation between percent of dengue introduction iterations that generate ≥20 secondary infections and R<sub>0</sub> (secondary infections averaged over 300 introduction trials for each of 7 pupal surveys) across 16 study patches in Armenia, Colombia.</p>", "links"=>[], "tags"=>["percent", "dengue", "iterations", "infections", "averaged", "300", "trials", "pupal", "16", "patches"], "article_id"=>255266, "categories"=>["Biotechnology", "Ecology", "Infectious Diseases"], "users"=>["Harish Padmanabha", "David Durham", "Fabio Correa", "Maria Diuk-Wasser", "Alison Galvani"], "doi"=>"https://dx.doi.org/10.1371/journal.pntd.0001799.g003", "stats"=>{"downloads"=>0, "page_views"=>3, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Correlation_between_percent_of_dengue_introduction_iterations_that_generate_20_secondary_infections_and_R_0_secondary_infections_averaged_over_300_introduction_trials_for_each_of_7_pupal_surveys_across_16_study_patches_in_Armenia_Colombia_/255266", "title"=>"Correlation between percent of dengue introduction iterations that generate ≥20 secondary infections and R<sub>0</sub> (secondary infections averaged over 300 introduction trials for each of 7 pupal surveys) across 16 study patches in Armenia, Colombia.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-08-28 01:27:46"}
  • {"files"=>["https://ndownloader.figshare.com/files/585338"], "description"=>"<p>I<sub>0</sub> is the house of residence of the introduced viremic human.</p>", "links"=>[], "tags"=>["binomial", "infections", "viral"], "article_id"=>255824, "categories"=>["Biotechnology", "Ecology", "Infectious Diseases"], "users"=>["Harish Padmanabha", "David Durham", "Fabio Correa", "Maria Diuk-Wasser", "Alison Galvani"], "doi"=>"https://dx.doi.org/10.1371/journal.pntd.0001799.t002", "stats"=>{"downloads"=>0, "page_views"=>5, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Multivariate_negative_binomial_model_of_secondary_human_infections_n_8202_8202_33_600_viral_introductions_/255824", "title"=>"Multivariate negative binomial model of secondary human infections (n = 33,600 viral introductions).", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2012-08-28 01:37:04"}
  • {"files"=>["https://ndownloader.figshare.com/files/585124"], "description"=>"<p>(a) Effects of patch-wide human density (total residents divided by houses); (b) Effects of density of residents in the house of the initial human infection (<i>I<sub>0</sub></i>). Error bars are 95% CIs.</p>", "links"=>[], "tags"=>["events", "human-to-mosquito"], "article_id"=>255613, "categories"=>["Biotechnology", "Ecology", "Infectious Diseases"], "users"=>["Harish Padmanabha", "David Durham", "Fabio Correa", "Maria Diuk-Wasser", "Alison Galvani"], "doi"=>"https://dx.doi.org/10.1371/journal.pntd.0001799.g006", "stats"=>{"downloads"=>0, "page_views"=>4, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Human_density_and_transmission_events_mosquito_to_human_and_human_to_mosquito_transmission_/255613", "title"=>"Human density and transmission events (mosquito-to-human and human-to-mosquito transmission).", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-08-28 01:33:33"}
  • {"files"=>["https://ndownloader.figshare.com/files/585217"], "description"=>"<p>Human population density is varied relative to census-observed population. Curves represent averages across the 16 study patches. Stochastic variation is greater at highest threshold control values because few patch-surveys had more than 500 pupae in a single house.</p>", "links"=>[], "tags"=>["targeted", "elimination", "pupae", "houses", "reducing", "compared", "non-intervened"], "article_id"=>255694, "categories"=>["Biotechnology", "Ecology", "Infectious Diseases"], "users"=>["Harish Padmanabha", "David Durham", "Fabio Correa", "Maria Diuk-Wasser", "Alison Galvani"], "doi"=>"https://dx.doi.org/10.1371/journal.pntd.0001799.g007", "stats"=>{"downloads"=>0, "page_views"=>3, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Effect_of_targeted_elimination_of_pupae_in_houses_with_at_least_X_pupae_on_reducing_epidemic_potential_compared_with_non_intervened_levels_/255694", "title"=>"Effect of targeted elimination of pupae in houses with at least X pupae on reducing epidemic potential, compared with non-intervened levels.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-08-28 01:34:54"}
  • {"files"=>["https://ndownloader.figshare.com/files/585382"], "description"=>"1<p>BI = number of vessels with <i>A. aegypti</i> aquatic stages/total number of houses.</p>", "links"=>[], "tags"=>["indices"], "article_id"=>255874, "categories"=>["Biotechnology", "Ecology", "Infectious Diseases"], "users"=>["Harish Padmanabha", "David Durham", "Fabio Correa", "Maria Diuk-Wasser", "Alison Galvani"], "doi"=>"https://dx.doi.org/10.1371/journal.pntd.0001799.t003", "stats"=>{"downloads"=>1, "page_views"=>2, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Univariate_association_of_survey_indices_with_epidemic_potential_/255874", "title"=>"Univariate association of survey indices with epidemic potential.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2012-08-28 01:37:54"}
  • {"files"=>["https://ndownloader.figshare.com/files/584865"], "description"=>"<p>(a) Correlation between human-to-mosquito transmission (average number of infected mosquitoes per human introduction) and secondary human infections and (b) Correlation between mosquito-to-human transmission (average number of humans infected per infectious mosquito) and secondary human infections.</p>", "links"=>[], "tags"=>["public health and epidemiology", "Infectious diseases", "ecology"], "article_id"=>255353, "categories"=>["Biotechnology", "Ecology", "Infectious Diseases"], "users"=>["Harish Padmanabha", "David Durham", "Fabio Correa", "Maria Diuk-Wasser", "Alison Galvani"], "doi"=>"https://dx.doi.org/10.1371/journal.pntd.0001799.g004", "stats"=>{"downloads"=>0, "page_views"=>3, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Effects_of_each_type_of_transmission_event_on_secondary_infections_/255353", "title"=>"Effects of each type of transmission event on secondary infections.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-08-28 01:29:13"}
  • {"files"=>["https://ndownloader.figshare.com/files/584722"], "description"=>"<p>Relationship between pupal abundance in highest producing container and average pupae per premise across 112 patch-surveys in Armenia.</p>", "links"=>[], "tags"=>["pupal", "abundance", "highest", "producing", "pupae", "112", "patch-surveys"], "article_id"=>255203, "categories"=>["Biotechnology", "Ecology", "Infectious Diseases"], "users"=>["Harish Padmanabha", "David Durham", "Fabio Correa", "Maria Diuk-Wasser", "Alison Galvani"], "doi"=>"https://dx.doi.org/10.1371/journal.pntd.0001799.g002", "stats"=>{"downloads"=>0, "page_views"=>2, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Relationship_between_pupal_abundance_in_highest_producing_container_and_average_pupae_per_premise_across_112_patch_surveys_in_Armenia_/255203", "title"=>"Relationship between pupal abundance in highest producing container and average pupae per premise across 112 patch-surveys in Armenia.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-08-28 01:26:43"}

PMC Usage Stats | Further Information

  • {"unique-ip"=>"41", "full-text"=>"45", "pdf"=>"24", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"17", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"9"}
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  • {"unique-ip"=>"17", "full-text"=>"15", "pdf"=>"5", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"7", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"1"}
  • {"unique-ip"=>"21", "full-text"=>"20", "pdf"=>"11", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"7", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"3"}
  • {"unique-ip"=>"19", "full-text"=>"17", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"2"}
  • {"unique-ip"=>"16", "full-text"=>"17", "pdf"=>"11", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"4"}
  • {"unique-ip"=>"14", "full-text"=>"11", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2012", "month"=>"11"}
  • {"unique-ip"=>"15", "full-text"=>"17", "pdf"=>"7", "abstract"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"5"}
  • {"unique-ip"=>"10", "full-text"=>"10", "pdf"=>"7", "abstract"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"6"}
  • {"unique-ip"=>"10", "full-text"=>"10", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2013", "month"=>"7"}
  • {"unique-ip"=>"8", "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"=>"8"}
  • {"unique-ip"=>"21", "full-text"=>"21", "pdf"=>"10", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"9"}
  • {"unique-ip"=>"8", "full-text"=>"14", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"10"}
  • {"unique-ip"=>"11", "full-text"=>"13", "pdf"=>"12", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"5", "cited-by"=>"0", "year"=>"2013", "month"=>"11"}
  • {"unique-ip"=>"8", "full-text"=>"8", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2013", "month"=>"12"}
  • {"unique-ip"=>"9", "full-text"=>"8", "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"=>"6", "full-text"=>"7", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"2"}
  • {"unique-ip"=>"12", "full-text"=>"14", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"3"}
  • {"unique-ip"=>"17", "full-text"=>"23", "pdf"=>"9", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"5"}
  • {"unique-ip"=>"11", "full-text"=>"12", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"6"}
  • {"unique-ip"=>"14", "full-text"=>"7", "pdf"=>"5", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"1", "cited-by"=>"1", "year"=>"2014", "month"=>"7"}
  • {"unique-ip"=>"11", "full-text"=>"13", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2014", "month"=>"8"}
  • {"unique-ip"=>"10", "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"=>"9"}
  • {"unique-ip"=>"17", "full-text"=>"15", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"4", "cited-by"=>"0", "year"=>"2014", "month"=>"10"}
  • {"unique-ip"=>"16", "full-text"=>"13", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2014", "month"=>"11"}
  • {"unique-ip"=>"9", "full-text"=>"6", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"12"}
  • {"unique-ip"=>"8", "full-text"=>"7", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"1"}
  • {"unique-ip"=>"14", "full-text"=>"12", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"2"}
  • {"unique-ip"=>"11", "full-text"=>"14", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"3"}
  • {"unique-ip"=>"18", "full-text"=>"16", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2015", "month"=>"4"}
  • {"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"=>"2015", "month"=>"5"}
  • {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"6"}
  • {"unique-ip"=>"7", "full-text"=>"3", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"7"}
  • {"unique-ip"=>"14", "full-text"=>"13", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"8"}
  • {"unique-ip"=>"13", "full-text"=>"14", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2015", "month"=>"9"}
  • {"unique-ip"=>"16", "full-text"=>"13", "pdf"=>"15", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"10"}
  • {"unique-ip"=>"10", "full-text"=>"9", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"1", "year"=>"2015", "month"=>"11"}
  • {"unique-ip"=>"7", "full-text"=>"6", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"12"}
  • {"unique-ip"=>"9", "full-text"=>"6", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"1"}
  • {"unique-ip"=>"9", "full-text"=>"10", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"2"}
  • {"unique-ip"=>"8", "full-text"=>"6", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"3"}
  • {"unique-ip"=>"10", "full-text"=>"6", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"4"}
  • {"unique-ip"=>"9", "full-text"=>"7", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"5"}
  • {"unique-ip"=>"5", "full-text"=>"5", "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"=>"4", "full-text"=>"3", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2016", "month"=>"7"}
  • {"unique-ip"=>"3", "full-text"=>"5", "pdf"=>"0", "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"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"9"}
  • {"unique-ip"=>"5", "full-text"=>"4", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"10"}
  • {"unique-ip"=>"4", "full-text"=>"4", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"11"}
  • {"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"=>"2016", "month"=>"12"}
  • {"unique-ip"=>"9", "full-text"=>"6", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"1"}
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Relative Metric

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