ClinicalCodes: An Online Clinical Codes Repository to Improve the Validity and Reproducibility of Research Using Electronic Medical Records
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{"title"=>"ClinicalCodes: An online clinical codes repository to improve the validity and reproducibility of research using electronic medical records", "type"=>"journal", "authors"=>[{"first_name"=>"David A.", "last_name"=>"Springate", "scopus_author_id"=>"7801388679"}, {"first_name"=>"Evangelos", "last_name"=>"Kontopantelis", "scopus_author_id"=>"14050735100"}, {"first_name"=>"Darren M.", "last_name"=>"Ashcroft", "scopus_author_id"=>"6603675108"}, {"first_name"=>"Ivan", "last_name"=>"Olier", "scopus_author_id"=>"8914762100"}, {"first_name"=>"Rosa", "last_name"=>"Parisi", "scopus_author_id"=>"55363978900"}, {"first_name"=>"Edmore", "last_name"=>"Chamapiwa", "scopus_author_id"=>"56229802300"}, {"first_name"=>"David", "last_name"=>"Reeves", "scopus_author_id"=>"57197556411"}], "year"=>2014, "source"=>"PLoS ONE", "identifiers"=>{"scopus"=>"2-s2.0-84903287073", "sgr"=>"84903287073", "issn"=>"19326203", "doi"=>"10.1371/journal.pone.0099825", "pmid"=>"24941260", "isbn"=>"1932-6203", "pui"=>"373396778"}, "id"=>"d3bf0212-a7cf-33c8-83c1-66de3c5c5f9c", "abstract"=>"<p>Lists of clinical codes are the foundation for research undertaken using electronic medical records (EMRs). If clinical code lists are not available, reviewers are unable to determine the validity of research, full study replication is impossible, researchers are unable to make effective comparisons between studies, and the construction of new code lists is subject to much duplication of effort. Despite this, the publication of clinical codes is rarely if ever a requirement for obtaining grants, validating protocols, or publishing research. In a representative sample of 450 EMR primary research articles indexed on PubMed, we found that only 19 (5.1%) were accompanied by a full set of published clinical codes and 32 (8.6%) stated that code lists were available on request. To help address these problems, we have built an online repository where researchers using EMRs can upload and download lists of clinical codes. The repository will enable clinical researchers to better validate EMR studies, build on previous code lists and compare disease definitions across studies. It will also assist health informaticians in replicating database studies, tracking changes in disease definitions or clinical coding practice through time and sharing clinical code information across platforms and data sources as research objects.</p>", "link"=>"http://www.mendeley.com/research/clinicalcodes-online-clinical-codes-repository-improve-validity-reproducibility-research-using-elect", "reader_count"=>78, "reader_count_by_academic_status"=>{"Unspecified"=>1, "Professor > Associate Professor"=>5, "Librarian"=>1, "Researcher"=>28, "Student > Ph. D. Student"=>15, "Student > Postgraduate"=>8, "Student > Master"=>6, "Other"=>8, "Lecturer"=>1, "Lecturer > Senior Lecturer"=>1, "Professor"=>4}, "reader_count_by_user_role"=>{"Unspecified"=>1, "Professor > Associate Professor"=>5, "Librarian"=>1, "Researcher"=>28, "Student > Ph. D. Student"=>15, "Student > Postgraduate"=>8, "Student > Master"=>6, "Other"=>8, "Lecturer"=>1, "Lecturer > Senior Lecturer"=>1, "Professor"=>4}, "reader_count_by_subject_area"=>{"Unspecified"=>6, "Agricultural and Biological Sciences"=>3, "Business, Management and Accounting"=>1, "Computer Science"=>9, "Economics, Econometrics and Finance"=>2, "Biochemistry, Genetics and Molecular Biology"=>2, "Nursing and Health Professions"=>1, "Materials Science"=>1, "Mathematics"=>3, "Medicine and Dentistry"=>42, "Pharmacology, Toxicology and Pharmaceutical Science"=>5, "Psychology"=>1, "Social Sciences"=>2}, "reader_count_by_subdiscipline"=>{"Materials Science"=>{"Materials Science"=>1}, "Medicine and Dentistry"=>{"Medicine and Dentistry"=>42}, "Social Sciences"=>{"Social Sciences"=>2}, "Psychology"=>{"Psychology"=>1}, "Mathematics"=>{"Mathematics"=>3}, "Unspecified"=>{"Unspecified"=>6}, "Pharmacology, Toxicology and Pharmaceutical Science"=>{"Pharmacology, Toxicology and Pharmaceutical Science"=>5}, "Economics, Econometrics and Finance"=>{"Economics, Econometrics and Finance"=>2}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>3}, "Computer Science"=>{"Computer Science"=>9}, "Business, Management and Accounting"=>{"Business, Management and Accounting"=>1}, "Nursing and Health Professions"=>{"Nursing and Health Professions"=>1}, "Biochemistry, Genetics and Molecular Biology"=>{"Biochemistry, Genetics and Molecular Biology"=>2}}, "reader_count_by_country"=>{"Brazil"=>1, "United Kingdom"=>8}, "group_count"=>6}

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Relative Metric

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