Measuring Adiposity in Patients: The Utility of Body Mass Index (BMI), Percent Body Fat, and Leptin
Events
Loading … Spinner

Mendeley | Further Information

{"title"=>"Measuring adiposity in patients: The utility of body mass index (BMI), percent body fat, and leptin", "type"=>"journal", "authors"=>[{"first_name"=>"Nirav R.", "last_name"=>"Shah", "scopus_author_id"=>"9333876600"}, {"first_name"=>"Eric R.", "last_name"=>"Braverman", "scopus_author_id"=>"35594598300"}], "year"=>2012, "source"=>"PLoS ONE", "identifiers"=>{"sgr"=>"84859224327", "doi"=>"10.1371/journal.pone.0033308", "pui"=>"364556554", "issn"=>"19326203", "pmid"=>"22485140", "isbn"=>"1932-6203 (Electronic)\\r1932-6203 (Linking)", "scopus"=>"2-s2.0-84859224327"}, "id"=>"60ec06c7-d0fe-3a9c-bb98-8157e683cfd4", "abstract"=>"BACKGROUND Obesity is a serious disease that is associated with an increased risk of diabetes, hypertension, heart disease, stroke, and cancer, among other diseases. The United States Centers for Disease Control and Prevention (CDC) estimates a 20% obesity rate in the 50 states, with 12 states having rates of over 30%. Currently, the body mass index (BMI) is most commonly used to determine adiposity. However, BMI presents as an inaccurate obesity classification method that underestimates the epidemic and contributes to failed treatment. In this study, we examine the effectiveness of precise biomarkers and duel-energy x-ray absorptiometry (DXA) to help diagnose and treat obesity. METHODOLOGY/PRINCIPAL FINDINGS A cross-sectional study of adults with BMI, DXA, fasting leptin and insulin results were measured from 1998-2009. Of the participants, 63% were females, 37% were males, 75% white, with a mean age = 51.4 (SD = 14.2). Mean BMI was 27.3 (SD = 5.9) and mean percent body fat was 31.3% (SD = 9.3). BMI characterized 26% of the subjects as obese, while DXA indicated that 64% of them were obese. 39% of the subjects were classified as non-obese by BMI, but were found to be obese by DXA. BMI misclassified 25% men and 48% women. Meanwhile, a strong relationship was demonstrated between increased leptin and increased body fat. CONCLUSIONS/SIGNIFICANCE Our results demonstrate the prevalence of false-negative BMIs, increased misclassifications in women of advancing age, and the reliability of gender-specific revised BMI cutoffs. BMI underestimates obesity prevalence, especially in women with high leptin levels (>30 ng/mL). Clinicians can use leptin-revised levels to enhance the accuracy of BMI estimates of percentage body fat when DXA is unavailable.", "link"=>"http://www.mendeley.com/research/measuring-adiposity-patients-utility-body-mass-index-bmi-percent-body-fat-leptin", "reader_count"=>260, "reader_count_by_academic_status"=>{"Unspecified"=>7, "Professor > Associate Professor"=>8, "Librarian"=>1, "Student > Doctoral Student"=>19, "Researcher"=>40, "Student > Ph. D. Student"=>34, "Student > Postgraduate"=>24, "Student > Master"=>50, "Other"=>14, "Student > Bachelor"=>53, "Lecturer"=>2, "Lecturer > Senior Lecturer"=>3, "Professor"=>5}, "reader_count_by_user_role"=>{"Unspecified"=>7, "Professor > Associate Professor"=>8, "Librarian"=>1, "Student > Doctoral Student"=>19, "Researcher"=>40, "Student > Ph. D. Student"=>34, "Student > Postgraduate"=>24, "Student > Master"=>50, "Other"=>14, "Student > Bachelor"=>53, "Lecturer"=>2, "Lecturer > Senior Lecturer"=>3, "Professor"=>5}, "reader_count_by_subject_area"=>{"Unspecified"=>15, "Agricultural and Biological Sciences"=>53, "Arts and Humanities"=>3, "Business, Management and Accounting"=>3, "Chemistry"=>1, "Computer Science"=>2, "Economics, Econometrics and Finance"=>4, "Engineering"=>9, "Environmental Science"=>1, "Nursing and Health Professions"=>15, "Biochemistry, Genetics and Molecular Biology"=>11, "Mathematics"=>2, "Medicine and Dentistry"=>92, "Neuroscience"=>3, "Sports and Recreations"=>12, "Pharmacology, Toxicology and Pharmaceutical Science"=>3, "Physics and Astronomy"=>1, "Psychology"=>15, "Social Sciences"=>15}, "reader_count_by_subdiscipline"=>{"Medicine and Dentistry"=>{"Medicine and Dentistry"=>92}, "Social Sciences"=>{"Social Sciences"=>15}, "Sports and Recreations"=>{"Sports and Recreations"=>12}, "Physics and Astronomy"=>{"Physics and Astronomy"=>1}, "Psychology"=>{"Psychology"=>15}, "Mathematics"=>{"Mathematics"=>2}, "Unspecified"=>{"Unspecified"=>15}, "Environmental Science"=>{"Environmental Science"=>1}, "Pharmacology, Toxicology and Pharmaceutical Science"=>{"Pharmacology, Toxicology and Pharmaceutical Science"=>3}, "Arts and Humanities"=>{"Arts and Humanities"=>3}, "Engineering"=>{"Engineering"=>9}, "Chemistry"=>{"Chemistry"=>1}, "Neuroscience"=>{"Neuroscience"=>3}, "Economics, Econometrics and Finance"=>{"Economics, Econometrics and Finance"=>4}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>53}, "Computer Science"=>{"Computer Science"=>2}, "Business, Management and Accounting"=>{"Business, Management and Accounting"=>3}, "Nursing and Health Professions"=>{"Nursing and Health Professions"=>15}, "Biochemistry, Genetics and Molecular Biology"=>{"Biochemistry, Genetics and Molecular Biology"=>11}}, "reader_count_by_country"=>{"New Zealand"=>1, "Netherlands"=>1, "United States"=>5, "Brazil"=>1, "United Kingdom"=>4, "Australia"=>1, "Portugal"=>1}, "group_count"=>5}

CrossRef

Scopus | Further Information

{"@_fa"=>"true", "link"=>[{"@_fa"=>"true", "@ref"=>"self", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/84859224327"}, {"@_fa"=>"true", "@ref"=>"author-affiliation", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/84859224327?field=author,affiliation"}, {"@_fa"=>"true", "@ref"=>"scopus", "@href"=>"https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84859224327&origin=inward"}, {"@_fa"=>"true", "@ref"=>"scopus-citedby", "@href"=>"https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=84859224327&origin=inward"}], "prism:url"=>"https://api.elsevier.com/content/abstract/scopus_id/84859224327", "dc:identifier"=>"SCOPUS_ID:84859224327", "eid"=>"2-s2.0-84859224327", "dc:title"=>"Measuring adiposity in patients: The utility of body mass index (BMI), percent body fat, and leptin", "dc:creator"=>"Shah N.", "prism:publicationName"=>"PLoS ONE", "prism:eIssn"=>"19326203", "prism:volume"=>"7", "prism:issueIdentifier"=>"4", "prism:pageRange"=>nil, "prism:coverDate"=>"2012-04-02", "prism:coverDisplayDate"=>"2 April 2012", "prism:doi"=>"10.1371/journal.pone.0033308", "citedby-count"=>"192", "affiliation"=>[{"@_fa"=>"true", "affilname"=>"NYU School of Medicine", "affiliation-city"=>"New York", "affiliation-country"=>"United States"}, {"@_fa"=>"true", "affilname"=>"New York State Department of Health", "affiliation-city"=>"Albany", "affiliation-country"=>"United States"}], "pubmed-id"=>"22485140", "prism:aggregationType"=>"Journal", "subtype"=>"ar", "subtypeDescription"=>"Article", "article-number"=>"e33308", "source-id"=>"10600153309", "openaccess"=>"1", "openaccessFlag"=>true}

Facebook

  • {"url"=>"http%3A%2F%2Fjournals.plos.org%2Fplosone%2Farticle%3Fid%3D10.1371%252Fjournal.pone.0033308", "share_count"=>5, "like_count"=>1, "comment_count"=>3, "click_count"=>0, "total_count"=>9}

Journal Comments | Further Information

Reddit | Further Information

Twitter

Counter

  • {"month"=>"4", "year"=>"2012", "pdf_views"=>"1339", "xml_views"=>"37", "html_views"=>"11112"}
  • {"month"=>"5", "year"=>"2012", "pdf_views"=>"141", "xml_views"=>"0", "html_views"=>"1276"}
  • {"month"=>"6", "year"=>"2012", "pdf_views"=>"69", "xml_views"=>"0", "html_views"=>"660"}
  • {"month"=>"7", "year"=>"2012", "pdf_views"=>"90", "xml_views"=>"1", "html_views"=>"671"}
  • {"month"=>"8", "year"=>"2012", "pdf_views"=>"125", "xml_views"=>"6", "html_views"=>"2005"}
  • {"month"=>"9", "year"=>"2012", "pdf_views"=>"103", "xml_views"=>"3", "html_views"=>"1163"}
  • {"month"=>"10", "year"=>"2012", "pdf_views"=>"110", "xml_views"=>"3", "html_views"=>"1054"}
  • {"month"=>"11", "year"=>"2012", "pdf_views"=>"85", "xml_views"=>"0", "html_views"=>"1077"}
  • {"month"=>"12", "year"=>"2012", "pdf_views"=>"65", "xml_views"=>"0", "html_views"=>"1222"}
  • {"month"=>"1", "year"=>"2013", "pdf_views"=>"71", "xml_views"=>"3", "html_views"=>"1255"}
  • {"month"=>"2", "year"=>"2013", "pdf_views"=>"50", "xml_views"=>"1", "html_views"=>"752"}
  • {"month"=>"3", "year"=>"2013", "pdf_views"=>"35", "xml_views"=>"0", "html_views"=>"514"}
  • {"month"=>"4", "year"=>"2013", "pdf_views"=>"45", "xml_views"=>"3", "html_views"=>"635"}
  • {"month"=>"5", "year"=>"2013", "pdf_views"=>"27", "xml_views"=>"1", "html_views"=>"557"}
  • {"month"=>"6", "year"=>"2013", "pdf_views"=>"26", "xml_views"=>"0", "html_views"=>"413"}
  • {"month"=>"7", "year"=>"2013", "pdf_views"=>"37", "xml_views"=>"0", "html_views"=>"444"}
  • {"month"=>"8", "year"=>"2013", "pdf_views"=>"36", "xml_views"=>"0", "html_views"=>"451"}
  • {"month"=>"9", "year"=>"2013", "pdf_views"=>"34", "xml_views"=>"0", "html_views"=>"380"}
  • {"month"=>"10", "year"=>"2013", "pdf_views"=>"42", "xml_views"=>"2", "html_views"=>"778"}
  • {"month"=>"11", "year"=>"2013", "pdf_views"=>"50", "xml_views"=>"0", "html_views"=>"667"}
  • {"month"=>"12", "year"=>"2013", "pdf_views"=>"48", "xml_views"=>"3", "html_views"=>"477"}
  • {"month"=>"1", "year"=>"2014", "pdf_views"=>"46", "xml_views"=>"3", "html_views"=>"574"}
  • {"month"=>"2", "year"=>"2014", "pdf_views"=>"32", "xml_views"=>"0", "html_views"=>"596"}
  • {"month"=>"3", "year"=>"2014", "pdf_views"=>"46", "xml_views"=>"4", "html_views"=>"748"}
  • {"month"=>"4", "year"=>"2014", "pdf_views"=>"37", "xml_views"=>"4", "html_views"=>"585"}
  • {"month"=>"5", "year"=>"2014", "pdf_views"=>"46", "xml_views"=>"2", "html_views"=>"579"}
  • {"month"=>"6", "year"=>"2014", "pdf_views"=>"38", "xml_views"=>"2", "html_views"=>"476"}
  • {"month"=>"7", "year"=>"2014", "pdf_views"=>"36", "xml_views"=>"0", "html_views"=>"593"}
  • {"month"=>"8", "year"=>"2014", "pdf_views"=>"42", "xml_views"=>"3", "html_views"=>"542"}
  • {"month"=>"9", "year"=>"2014", "pdf_views"=>"41", "xml_views"=>"2", "html_views"=>"824"}
  • {"month"=>"10", "year"=>"2014", "pdf_views"=>"58", "xml_views"=>"4", "html_views"=>"1208"}
  • {"month"=>"11", "year"=>"2014", "pdf_views"=>"56", "xml_views"=>"3", "html_views"=>"935"}
  • {"month"=>"12", "year"=>"2014", "pdf_views"=>"33", "xml_views"=>"2", "html_views"=>"977"}
  • {"month"=>"1", "year"=>"2015", "pdf_views"=>"34", "xml_views"=>"0", "html_views"=>"1146"}
  • {"month"=>"2", "year"=>"2015", "pdf_views"=>"29", "xml_views"=>"0", "html_views"=>"343"}
  • {"month"=>"3", "year"=>"2015", "pdf_views"=>"74", "xml_views"=>"0", "html_views"=>"569"}
  • {"month"=>"4", "year"=>"2015", "pdf_views"=>"60", "xml_views"=>"1", "html_views"=>"544"}
  • {"month"=>"5", "year"=>"2015", "pdf_views"=>"62", "xml_views"=>"0", "html_views"=>"593"}
  • {"month"=>"6", "year"=>"2015", "pdf_views"=>"31", "xml_views"=>"0", "html_views"=>"570"}
  • {"month"=>"7", "year"=>"2015", "pdf_views"=>"46", "xml_views"=>"0", "html_views"=>"424"}
  • {"month"=>"8", "year"=>"2015", "pdf_views"=>"49", "xml_views"=>"1", "html_views"=>"482"}
  • {"month"=>"9", "year"=>"2015", "pdf_views"=>"47", "xml_views"=>"0", "html_views"=>"471"}
  • {"month"=>"10", "year"=>"2015", "pdf_views"=>"73", "xml_views"=>"0", "html_views"=>"1006"}
  • {"month"=>"11", "year"=>"2015", "pdf_views"=>"51", "xml_views"=>"0", "html_views"=>"746"}
  • {"month"=>"12", "year"=>"2015", "pdf_views"=>"38", "xml_views"=>"1", "html_views"=>"421"}
  • {"month"=>"1", "year"=>"2016", "pdf_views"=>"64", "xml_views"=>"0", "html_views"=>"470"}
  • {"month"=>"2", "year"=>"2016", "pdf_views"=>"30", "xml_views"=>"0", "html_views"=>"398"}
  • {"month"=>"3", "year"=>"2016", "pdf_views"=>"49", "xml_views"=>"1", "html_views"=>"409"}
  • {"month"=>"4", "year"=>"2016", "pdf_views"=>"54", "xml_views"=>"0", "html_views"=>"451"}
  • {"month"=>"5", "year"=>"2016", "pdf_views"=>"63", "xml_views"=>"0", "html_views"=>"674"}
  • {"month"=>"6", "year"=>"2016", "pdf_views"=>"54", "xml_views"=>"0", "html_views"=>"557"}
  • {"month"=>"7", "year"=>"2016", "pdf_views"=>"60", "xml_views"=>"0", "html_views"=>"363"}
  • {"month"=>"8", "year"=>"2016", "pdf_views"=>"59", "xml_views"=>"0", "html_views"=>"342"}
  • {"month"=>"9", "year"=>"2016", "pdf_views"=>"101", "xml_views"=>"0", "html_views"=>"2035"}
  • {"month"=>"10", "year"=>"2016", "pdf_views"=>"67", "xml_views"=>"0", "html_views"=>"909"}
  • {"month"=>"11", "year"=>"2016", "pdf_views"=>"39", "xml_views"=>"0", "html_views"=>"814"}
  • {"month"=>"12", "year"=>"2016", "pdf_views"=>"66", "xml_views"=>"2", "html_views"=>"1282"}
  • {"month"=>"1", "year"=>"2017", "pdf_views"=>"80", "xml_views"=>"4", "html_views"=>"945"}
  • {"month"=>"2", "year"=>"2017", "pdf_views"=>"74", "xml_views"=>"2", "html_views"=>"1047"}
  • {"month"=>"3", "year"=>"2017", "pdf_views"=>"85", "xml_views"=>"4", "html_views"=>"1148"}
  • {"month"=>"4", "year"=>"2017", "pdf_views"=>"98", "xml_views"=>"3", "html_views"=>"1120"}
  • {"month"=>"5", "year"=>"2017", "pdf_views"=>"99", "xml_views"=>"8", "html_views"=>"878"}
  • {"month"=>"6", "year"=>"2017", "pdf_views"=>"59", "xml_views"=>"3", "html_views"=>"573"}
  • {"month"=>"7", "year"=>"2017", "pdf_views"=>"40", "xml_views"=>"4", "html_views"=>"495"}
  • {"month"=>"8", "year"=>"2017", "pdf_views"=>"51", "xml_views"=>"1", "html_views"=>"628"}
  • {"month"=>"9", "year"=>"2017", "pdf_views"=>"86", "xml_views"=>"2", "html_views"=>"675"}
  • {"month"=>"10", "year"=>"2017", "pdf_views"=>"63", "xml_views"=>"5", "html_views"=>"578"}
  • {"month"=>"11", "year"=>"2017", "pdf_views"=>"50", "xml_views"=>"1", "html_views"=>"605"}
  • {"month"=>"12", "year"=>"2017", "pdf_views"=>"36", "xml_views"=>"4", "html_views"=>"451"}
  • {"month"=>"1", "year"=>"2018", "pdf_views"=>"77", "xml_views"=>"1", "html_views"=>"639"}
  • {"month"=>"2", "year"=>"2018", "pdf_views"=>"104", "xml_views"=>"6", "html_views"=>"350"}
  • {"month"=>"3", "year"=>"2018", "pdf_views"=>"126", "xml_views"=>"1", "html_views"=>"269"}
  • {"month"=>"4", "year"=>"2018", "pdf_views"=>"159", "xml_views"=>"10", "html_views"=>"427"}
  • {"month"=>"5", "year"=>"2018", "pdf_views"=>"112", "xml_views"=>"9", "html_views"=>"184"}
  • {"month"=>"6", "year"=>"2018", "pdf_views"=>"74", "xml_views"=>"14", "html_views"=>"168"}
  • {"month"=>"7", "year"=>"2018", "pdf_views"=>"50", "xml_views"=>"5", "html_views"=>"226"}
  • {"month"=>"8", "year"=>"2018", "pdf_views"=>"39", "xml_views"=>"8", "html_views"=>"88"}

Figshare

  • {"files"=>["https://ndownloader.figshare.com/files/659796"], "description"=>"*<p>Men were classified as non-obese based on a percent body fat <25% and obese for ≥25%; women were classified as non-obese based on a percent body fat <30% and obese for ≥30% (n = 1,393).</p><p>Blood pressure unknown for nine men and ten women.</p><p>Pulse unknown for 19 men and 25 women.</p><p>Cigarette use unknown for 49 men and 76 women.</p><p>Alcohol use unknown for 57 men and 85 women.</p><p>Leptin level unknown for 332 men and 450 women.</p><p>Insulin level unknown for 204 men and 397 women.</p>", "links"=>[], "tags"=>["genetics and genomics", "public health and epidemiology", "molecular biology", "women's health"], "article_id"=>330283, "categories"=>["Molecular Biology", "Mathematics", "Genetics", "Biotechnology"], "users"=>["Nirav R. Shah", "Eric R. Braverman"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0033308.t001", "stats"=>{"downloads"=>3, "page_views"=>5, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Summary_of_study_population_/330283", "title"=>"Summary of study population.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-02-20 07:03:04"}
  • {"files"=>["https://ndownloader.figshare.com/files/659187"], "description"=>"<p>Women (red) who fall above red line are obese according to American Society of Bariatric Physicians criteria (DXA percent body fat: ≥30%). Men (blue) who fall above blue horizontal line are obese according to American Society of Bariatric Physicians criteria (DXA percent body fat: ≥25%). The upper left quadrant bordered by red horizontal line (body fat percent = 30%) and black vertical line (BMI = 30) demonstrates large number of women misclassified as “non-obese” by BMI yet “obese” by percent body fat.</p>", "links"=>[], "tags"=>["percent"], "article_id"=>329678, "categories"=>["Molecular Biology", "Mathematics", "Genetics", "Biotechnology"], "users"=>["Nirav R. Shah", "Eric R. Braverman"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0033308.g001", "stats"=>{"downloads"=>3, "page_views"=>29, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_BMI_versus_Percent_Body_Fat_in_Scatter_Plot_/329678", "title"=>"BMI versus Percent Body Fat in Scatter Plot.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-20 06:59:43"}
  • {"files"=>["https://ndownloader.figshare.com/files/659712"], "description"=>"<p>PPV = positive predictive value; NPV = negative predictive value.</p>", "links"=>[], "tags"=>["bmi", "cut-off", "predicting", "obesity", "defined", "percent", "men"], "article_id"=>330196, "categories"=>["Molecular Biology", "Mathematics", "Genetics", "Biotechnology"], "users"=>["Nirav R. Shah", "Eric R. Braverman"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0033308.t004", "stats"=>{"downloads"=>1, "page_views"=>5, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Summary_statistics_for_various_BMI_cut_off_values_predicting_obesity_as_defined_by_percent_body_fat_of_gt_25_for_men_and_gt_30_for_women_/330196", "title"=>"Summary statistics for various BMI cut-off values predicting obesity as defined by percent body fat of >25% for men and >30% for women.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-02-20 07:02:34"}
  • {"files"=>["https://ndownloader.figshare.com/files/659741"], "description"=>"<p>BMI score adjustment based on female's leptin level and age to optimize the estimate of percent body fat.</p>", "links"=>[], "tags"=>["leptin", "optimize", "percent"], "article_id"=>330230, "categories"=>["Molecular Biology", "Mathematics", "Genetics", "Biotechnology"], "users"=>["Nirav R. Shah", "Eric R. Braverman"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0033308.t003", "stats"=>{"downloads"=>8, "page_views"=>7, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_BMI_score_adjustment_based_on_female_s_leptin_level_and_age_to_optimize_the_estimate_of_percent_body_fat_/330230", "title"=>"BMI score adjustment based on female's leptin level and age to optimize the estimate of percent body fat.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-02-20 07:02:46"}
  • {"files"=>["https://ndownloader.figshare.com/files/659767"], "description"=>"<p>Percent body fat and BMI for all patients.</p>", "links"=>[], "tags"=>["bmi"], "article_id"=>330264, "categories"=>["Molecular Biology", "Mathematics", "Genetics", "Biotechnology"], "users"=>["Nirav R. Shah", "Eric R. Braverman"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0033308.t002", "stats"=>{"downloads"=>4, "page_views"=>6, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Percent_body_fat_and_BMI_for_all_patients_/330264", "title"=>"Percent body fat and BMI for all patients.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-02-20 07:02:55"}
  • {"files"=>["https://ndownloader.figshare.com/files/659457"], "description"=>"<p>The area under the curve increases when stratified by sex. Numbers indicate the BMI cutoff value that corresponds to sensitivity/specificity along ROC curve. The BMI cutoff value that maximizes sensitivity and specificity is 24 for females (79% sensitivity and 87% specificity) and 28 for males (72% sensitivity and 83% specificity).</p>", "links"=>[], "tags"=>["bmi", "obesity"], "article_id"=>329946, "categories"=>["Molecular Biology", "Mathematics", "Genetics", "Biotechnology"], "users"=>["Nirav R. Shah", "Eric R. Braverman"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0033308.g003", "stats"=>{"downloads"=>1, "page_views"=>11, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Receiver_Operating_Characteristic_ROC_Curve_for_Using_BMI_to_Predict_Obesity_for_Women_/329946", "title"=>"Receiver Operating Characteristic (ROC) Curve for Using BMI to Predict Obesity for Women.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-20 07:01:15"}
  • {"files"=>["https://ndownloader.figshare.com/files/659581"], "description"=>"<p>There is strong relationship between increased leptin and increased percent body fat, and no relationship between insulin and percent body fat. Error bars represent 95% confidence intervals for mean.</p>", "links"=>[], "tags"=>["leptin", "insulin", "percent"], "article_id"=>330075, "categories"=>["Molecular Biology", "Mathematics", "Genetics", "Biotechnology"], "users"=>["Nirav R. Shah", "Eric R. Braverman"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0033308.g004", "stats"=>{"downloads"=>1, "page_views"=>7, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Comparison_of_Mean_Leptin_and_Mean_Insulin_Across_Percent_Body_Fat_Categories_/330075", "title"=>"Comparison of Mean Leptin and Mean Insulin Across Percent Body Fat Categories.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-20 07:01:55"}
  • {"files"=>["https://ndownloader.figshare.com/files/659334"], "description"=>"<p>Women demonstrate clear correlation between advancing age and increasing percent misclassification, with over half misclassified by age 60–69. This association is not apparent for men.</p>", "links"=>[], "tags"=>["misclassified", "non-obese", "bmi", "statified"], "article_id"=>329822, "categories"=>["Molecular Biology", "Mathematics", "Genetics", "Biotechnology"], "users"=>["Nirav R. Shah", "Eric R. Braverman"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0033308.g002", "stats"=>{"downloads"=>1, "page_views"=>13, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Percent_Misclassified_as_Non_obese_by_BMI_Statified_by_Age_and_Sex_n_8202_8202_539_/329822", "title"=>"Percent Misclassified as Non-obese by BMI Statified by Age, and Sex (n = 539).", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-20 07:00:35"}

PMC Usage Stats | Further Information

  • {"month"=>"4", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"171", "year"=>"2012", "pdf"=>"131", "unique-ip"=>"161", "figure"=>"27", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"5", "cited-by"=>"0", "abstract"=>"3", "full-text"=>"152", "unique-ip"=>"137", "pdf"=>"78", "year"=>"2012", "figure"=>"28", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"6", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"150", "year"=>"2012", "pdf"=>"58", "unique-ip"=>"116", "figure"=>"27", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"unique-ip"=>"65", "full-text"=>"73", "pdf"=>"47", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"31", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"7"}
  • {"unique-ip"=>"127", "full-text"=>"127", "pdf"=>"60", "abstract"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"18", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"8"}
  • {"unique-ip"=>"90", "full-text"=>"92", "pdf"=>"45", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"20", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2012", "month"=>"9"}
  • {"unique-ip"=>"91", "full-text"=>"101", "pdf"=>"52", "abstract"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"13", "supp-data"=>"0", "cited-by"=>"3", "year"=>"2012", "month"=>"10"}
  • {"unique-ip"=>"51", "full-text"=>"57", "pdf"=>"20", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"12"}
  • {"unique-ip"=>"65", "full-text"=>"72", "pdf"=>"36", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"15", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"1"}
  • {"unique-ip"=>"69", "full-text"=>"75", "pdf"=>"31", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"13", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"3"}
  • {"unique-ip"=>"93", "full-text"=>"123", "pdf"=>"35", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"14", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"2"}
  • {"unique-ip"=>"74", "full-text"=>"93", "pdf"=>"33", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"13", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2013", "month"=>"4"}
  • {"unique-ip"=>"95", "full-text"=>"100", "pdf"=>"53", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"25", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"11"}
  • {"unique-ip"=>"39", "full-text"=>"45", "pdf"=>"24", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"9", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"5"}
  • {"unique-ip"=>"40", "full-text"=>"38", "pdf"=>"12", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2013", "month"=>"6"}
  • {"unique-ip"=>"54", "full-text"=>"63", "pdf"=>"20", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"16", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2013", "month"=>"7"}
  • {"unique-ip"=>"37", "full-text"=>"51", "pdf"=>"23", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"14", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"8"}
  • {"unique-ip"=>"61", "full-text"=>"76", "pdf"=>"31", "abstract"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"13", "supp-data"=>"0", "cited-by"=>"2", "year"=>"2013", "month"=>"9"}
  • {"unique-ip"=>"49", "full-text"=>"48", "pdf"=>"21", "abstract"=>"6", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"10"}
  • {"unique-ip"=>"55", "full-text"=>"55", "pdf"=>"14", "abstract"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"8", "supp-data"=>"0", "cited-by"=>"3", "year"=>"2013", "month"=>"11"}
  • {"unique-ip"=>"45", "full-text"=>"45", "pdf"=>"10", "abstract"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"7", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"12"}
  • {"unique-ip"=>"36", "full-text"=>"58", "pdf"=>"13", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"14", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"1"}
  • {"unique-ip"=>"36", "full-text"=>"54", "pdf"=>"12", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"2"}
  • {"unique-ip"=>"31", "full-text"=>"45", "pdf"=>"12", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"17", "supp-data"=>"0", "cited-by"=>"3", "year"=>"2014", "month"=>"3"}
  • {"unique-ip"=>"45", "full-text"=>"46", "pdf"=>"14", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"5"}
  • {"unique-ip"=>"30", "full-text"=>"27", "pdf"=>"16", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"6"}
  • {"unique-ip"=>"42", "full-text"=>"41", "pdf"=>"16", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"15", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2014", "month"=>"4"}
  • {"unique-ip"=>"77", "full-text"=>"104", "pdf"=>"19", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"13", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"4"}
  • {"unique-ip"=>"80", "full-text"=>"92", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"5"}
  • {"unique-ip"=>"75", "full-text"=>"104", "pdf"=>"11", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"6"}
  • {"unique-ip"=>"94", "full-text"=>"103", "pdf"=>"21", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"9", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"7"}
  • {"unique-ip"=>"54", "full-text"=>"61", "pdf"=>"24", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"3"}
  • {"unique-ip"=>"53", "full-text"=>"61", "pdf"=>"11", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"9", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"2"}
  • {"unique-ip"=>"104", "full-text"=>"132", "pdf"=>"11", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"9", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"8"}
  • {"unique-ip"=>"124", "full-text"=>"144", "pdf"=>"14", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"19", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2015", "month"=>"9"}
  • {"unique-ip"=>"117", "full-text"=>"125", "pdf"=>"25", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"13", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2015", "month"=>"10"}
  • {"unique-ip"=>"31", "full-text"=>"33", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"19", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"7"}
  • {"unique-ip"=>"27", "full-text"=>"27", "pdf"=>"9", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"8"}
  • {"unique-ip"=>"35", "full-text"=>"41", "pdf"=>"16", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"9", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"9"}
  • {"unique-ip"=>"50", "full-text"=>"42", "pdf"=>"12", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2014", "month"=>"10"}
  • {"unique-ip"=>"124", "full-text"=>"151", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"12", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2016", "month"=>"1"}
  • {"unique-ip"=>"116", "full-text"=>"119", "pdf"=>"32", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"9", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"2"}
  • {"unique-ip"=>"82", "full-text"=>"82", "pdf"=>"9", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"2", "year"=>"2014", "month"=>"11"}
  • {"unique-ip"=>"49", "full-text"=>"50", "pdf"=>"10", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2014", "month"=>"12"}
  • {"unique-ip"=>"61", "full-text"=>"79", "pdf"=>"23", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2015", "month"=>"1"}
  • {"unique-ip"=>"149", "full-text"=>"195", "pdf"=>"17", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"21", "supp-data"=>"0", "cited-by"=>"2", "year"=>"2015", "month"=>"11"}
  • {"unique-ip"=>"83", "full-text"=>"98", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"8", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"12"}
  • {"unique-ip"=>"111", "full-text"=>"130", "pdf"=>"29", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"15", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"3"}
  • {"unique-ip"=>"115", "full-text"=>"121", "pdf"=>"16", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"8", "supp-data"=>"0", "cited-by"=>"2", "year"=>"2016", "month"=>"4"}
  • {"unique-ip"=>"100", "full-text"=>"111", "pdf"=>"16", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"15", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"5"}
  • {"unique-ip"=>"66", "full-text"=>"72", "pdf"=>"12", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"7", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"6"}
  • {"unique-ip"=>"61", "full-text"=>"62", "pdf"=>"19", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"9", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"7"}
  • {"unique-ip"=>"66", "full-text"=>"75", "pdf"=>"15", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"13", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"8"}
  • {"unique-ip"=>"103", "full-text"=>"116", "pdf"=>"16", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"11", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2016", "month"=>"9"}
  • {"unique-ip"=>"290", "full-text"=>"337", "pdf"=>"18", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"17", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2016", "month"=>"10"}
  • {"unique-ip"=>"213", "full-text"=>"243", "pdf"=>"29", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"14", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"11"}
  • {"unique-ip"=>"86", "full-text"=>"92", "pdf"=>"12", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"8", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"12"}
  • {"unique-ip"=>"160", "full-text"=>"179", "pdf"=>"16", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"16", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"1"}
  • {"unique-ip"=>"93", "full-text"=>"103", "pdf"=>"9", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"2"}
  • {"unique-ip"=>"113", "full-text"=>"121", "pdf"=>"32", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"19", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"3"}
  • {"unique-ip"=>"118", "full-text"=>"134", "pdf"=>"18", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2017", "month"=>"4"}
  • {"unique-ip"=>"90", "full-text"=>"97", "pdf"=>"15", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"2", "year"=>"2017", "month"=>"5"}
  • {"unique-ip"=>"86", "full-text"=>"93", "pdf"=>"13", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"12", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2017", "month"=>"6"}
  • {"unique-ip"=>"86", "full-text"=>"93", "pdf"=>"21", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"11", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"7"}
  • {"unique-ip"=>"120", "full-text"=>"138", "pdf"=>"21", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"13", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"8"}
  • {"unique-ip"=>"134", "full-text"=>"237", "pdf"=>"20", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"9"}
  • {"unique-ip"=>"118", "full-text"=>"139", "pdf"=>"28", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"13", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"10"}
  • {"unique-ip"=>"127", "full-text"=>"130", "pdf"=>"37", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"10", "supp-data"=>"0", "cited-by"=>"2", "year"=>"2017", "month"=>"11"}
  • {"unique-ip"=>"96", "full-text"=>"96", "pdf"=>"20", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"29", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"12"}
  • {"unique-ip"=>"90", "full-text"=>"99", "pdf"=>"9", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"1"}
  • {"unique-ip"=>"2", "full-text"=>"2", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"2"}
  • {"unique-ip"=>"148", "full-text"=>"172", "pdf"=>"23", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"17", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"3"}

Relative Metric

{"start_date"=>"2012-01-01T00:00:00Z", "end_date"=>"2012-12-31T00:00:00Z", "subject_areas"=>[{"subject_area"=>"/Biology and life sciences/Anatomy and physiology", "average_usage"=>[307, 540, 660, 756, 847, 936, 1025, 1111, 1199, 1282, 1361, 1432]}, {"subject_area"=>"/Medicine and health sciences", "average_usage"=>[312, 547, 668, 769, 861, 953, 1046, 1135, 1224, 1307, 1388, 1464, 1536, 1606, 1676, 1744, 1812, 1882, 1954, 2020, 2089, 2155, 2218, 2282, 2344]}, {"subject_area"=>"/Medicine and health sciences/Endocrinology", "average_usage"=>[315, 561, 698, 824, 914, 1014, 1127, 1230, 1339, 1437, 1505, 1602, 1669, 1731, 1794, 1868, 1945, 2023, 2083, 2140, 2231, 2286, 2342, 2407, 2460]}, {"subject_area"=>"/Medicine and health sciences/Public and occupational health", "average_usage"=>[327, 554, 673, 780, 874, 968, 1060, 1133, 1222, 1304, 1376, 1463, 1536, 1602, 1663, 1742, 1796, 1853, 1931, 1985, 2044, 2108, 2170, 2248, 2305]}, {"subject_area"=>"/People and places/Population groupings", "average_usage"=>[325, 565, 687, 787, 880, 971, 1065, 1156, 1244, 1339, 1424, 1502, 1582, 1654, 1724, 1794, 1855, 1925, 1997, 2058, 2132, 2207, 2285, 2347, 2412]}]}
Loading … Spinner
There are currently no alerts