Overview of the interactive task in BioCreative V.
Identifieur interne : 001931 ( PubMed/Curation ); précédent : 001930; suivant : 001932Overview of the interactive task in BioCreative V.
Auteurs : Qinghua Wang [États-Unis] ; Shabbir S Abdul [Taïwan] ; Lara Almeida [Portugal] ; Sophia Ananiadou [Royaume-Uni] ; Yalbi I. Balderas-Martínez [Mexique] ; Riza Batista-Navarro [Royaume-Uni] ; David Campos [Portugal] ; Lucy Chilton [Royaume-Uni] ; Hui-Jou Chou [États-Unis] ; Gabriela Contreras [Mexique] ; Laurel Cooper [États-Unis] ; Hong-Jie Dai [Taïwan] ; Barbra Ferrell [États-Unis] ; Juliane Fluck [Allemagne] ; Socorro Gama-Castro [Mexique] ; Nancy George [Allemagne] ; Georgios Gkoutos [Royaume-Uni] ; Afroza K. Irin [Allemagne] ; Lars J. Jensen [Danemark] ; Silvia Jimenez [Suisse] ; Toni R. Jue [Australie] ; Ingrid Keseler [États-Unis] ; Sumit Madan [Allemagne] ; Sérgio Matos [Portugal] ; Peter Mcquilton [Royaume-Uni] ; Marija Milacic [Canada] ; Matthew Mort [Royaume-Uni] ; Jeyakumar Natarajan [Inde] ; Evangelos Pafilis [Grèce] ; Emiliano Pereira [Allemagne] ; Shruti Rao [États-Unis] ; Fabio Rinaldi [Suisse] ; Karen Rothfels [Canada] ; David Salgado [France] ; Raquel M. Silva [Portugal] ; Onkar Singh [Taïwan] ; Raymund Stefancsik [Royaume-Uni] ; Chu-Hsien Su [Taïwan] ; Suresh Subramani [Inde] ; Hamsa D. Tadepally [États-Unis] ; Loukia Tsaprouni [Royaume-Uni] ; Nicole Vasilevsky [États-Unis] ; Xiaodong Wang [États-Unis] ; Andrew Chatr-Aryamontri [Canada] ; Stanley J F. Laulederkind [États-Unis] ; Sherri Matis-Mitchell [États-Unis] ; Johanna Mcentyre [Royaume-Uni] ; Sandra Orchard [Royaume-Uni] ; Sangya Pundir [Royaume-Uni] ; Raul Rodriguez-Esteban [Suisse] ; Kimberly Van Auken [États-Unis] ; Zhiyong Lu [États-Unis] ; Mary Schaeffer [États-Unis] ; Cathy H. Wu [États-Unis] ; Lynette Hirschman [États-Unis] ; Cecilia N. Arighi [États-Unis]Source :
- Database : the journal of biological databases and curation [ 1758-0463 ] ; 2016.
Abstract
Fully automated text mining (TM) systems promote efficient literature searching, retrieval, and review but are not sufficient to produce ready-to-consume curated documents. These systems are not meant to replace biocurators, but instead to assist them in one or more literature curation steps. To do so, the user interface is an important aspect that needs to be considered for tool adoption. The BioCreative Interactive task (IAT) is a track designed for exploring user-system interactions, promoting development of useful TM tools, and providing a communication channel between the biocuration and the TM communities. In BioCreative V, the IAT track followed a format similar to previous interactive tracks, where the utility and usability of TM tools, as well as the generation of use cases, have been the focal points. The proposed curation tasks are user-centric and formally evaluated by biocurators. In BioCreative V IAT, seven TM systems and 43 biocurators participated. Two levels of user participation were offered to broaden curator involvement and obtain more feedback on usability aspects. The full level participation involved training on the system, curation of a set of documents with and without TM assistance, tracking of time-on-task, and completion of a user survey. The partial level participation was designed to focus on usability aspects of the interface and not the performance per se In this case, biocurators navigated the system by performing pre-designed tasks and then were asked whether they were able to achieve the task and the level of difficulty in completing the task. In this manuscript, we describe the development of the interactive task, from planning to execution and discuss major findings for the systems tested.Database URL: http://www.biocreative.org.
DOI: 10.1093/database/baw119
PubMed: 27589961
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xml:lang="fr">Royaume-Uni</country><wicri:regionArea>College of Medical and Dental Sciences, Institute of Cancer and Genomic Sciences, Centre for Computational Biology, University of Birmingham, Birmingham B15 2TT, UK Institute of Translational Medicine, University Hospitals Birmingham NHS Foundation Trust, Birmingham B15 2TT</wicri:regionArea></affiliation></author><author><name sortKey="Irin, Afroza K" sort="Irin, Afroza K" uniqKey="Irin A" first="Afroza K" last="Irin">Afroza K. 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Jue</name><affiliation wicri:level="1"><nlm:affiliation>Prince of Wales Clinical School, University of New South Wales NSW, Sydney, New South Wales, Australia.</nlm:affiliation><country xml:lang="fr">Australie</country><wicri:regionArea>Prince of Wales Clinical School, University of New South Wales NSW, Sydney, New South Wales</wicri:regionArea></affiliation></author><author><name sortKey="Keseler, Ingrid" sort="Keseler, Ingrid" uniqKey="Keseler I" first="Ingrid" last="Keseler">Ingrid Keseler</name><affiliation wicri:level="1"><nlm:affiliation>SRI International, Menlo Park, CA 94025, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>SRI International, Menlo Park, CA 94025</wicri:regionArea></affiliation></author><author><name sortKey="Madan, Sumit" sort="Madan, Sumit" uniqKey="Madan S" first="Sumit" last="Madan">Sumit Madan</name><affiliation wicri:level="1"><nlm:affiliation>Fraunhofer Institute for Algorithms and Scientific Computing, Schloss Birlinghoven, 53754 St. Augustin, Germany.</nlm:affiliation><country xml:lang="fr">Allemagne</country><wicri:regionArea>Fraunhofer Institute for Algorithms and Scientific Computing, Schloss Birlinghoven, 53754 St. Augustin</wicri:regionArea></affiliation></author><author><name sortKey="Matos, Sergio" sort="Matos, Sergio" uniqKey="Matos S" first="Sérgio" last="Matos">Sérgio Matos</name><affiliation wicri:level="1"><nlm:affiliation>DETI/IEETA, University of Aveiro, Campus Universitário de Santiago, Aveiro 3810-193, Portugal.</nlm:affiliation><country xml:lang="fr">Portugal</country><wicri:regionArea>DETI/IEETA, University of Aveiro, Campus Universitário de Santiago, Aveiro 3810-193</wicri:regionArea></affiliation></author><author><name sortKey="Mcquilton, Peter" sort="Mcquilton, Peter" uniqKey="Mcquilton P" first="Peter" last="Mcquilton">Peter Mcquilton</name><affiliation wicri:level="1"><nlm:affiliation>Oxford e-Research Centre, University of Oxford, Oxford, UK.</nlm:affiliation><country xml:lang="fr">Royaume-Uni</country><wicri:regionArea>Oxford e-Research Centre, University of Oxford, Oxford</wicri:regionArea></affiliation></author><author><name sortKey="Milacic, Marija" sort="Milacic, Marija" uniqKey="Milacic M" first="Marija" last="Milacic">Marija Milacic</name><affiliation wicri:level="1"><nlm:affiliation>Department of Informatics and Bio-Computing, Ontario Institute for Cancer Research, Toronto, ON M5G0A3, Canada.</nlm:affiliation><country xml:lang="fr">Canada</country><wicri:regionArea>Department of Informatics and Bio-Computing, Ontario Institute for Cancer Research, Toronto, ON M5G0A3</wicri:regionArea></affiliation></author><author><name sortKey="Mort, Matthew" sort="Mort, Matthew" uniqKey="Mort M" first="Matthew" last="Mort">Matthew Mort</name><affiliation wicri:level="1"><nlm:affiliation>HGMD, Institute of Medical Genetics, Cardiff University, Heath Park, Cardiff, UK.</nlm:affiliation><country xml:lang="fr">Royaume-Uni</country><wicri:regionArea>HGMD, Institute of Medical Genetics, Cardiff University, Heath Park, Cardiff</wicri:regionArea></affiliation></author><author><name sortKey="Natarajan, Jeyakumar" sort="Natarajan, Jeyakumar" uniqKey="Natarajan J" first="Jeyakumar" last="Natarajan">Jeyakumar Natarajan</name><affiliation wicri:level="1"><nlm:affiliation>Department of Bioinformatics, Bharathiar University, Coimbatore, Tamil Nadu, India.</nlm:affiliation><country xml:lang="fr">Inde</country><wicri:regionArea>Department of Bioinformatics, Bharathiar University, Coimbatore, Tamil Nadu</wicri:regionArea></affiliation></author><author><name sortKey="Pafilis, Evangelos" sort="Pafilis, Evangelos" uniqKey="Pafilis E" first="Evangelos" last="Pafilis">Evangelos Pafilis</name><affiliation wicri:level="1"><nlm:affiliation>Institute of Marine Biology, Biotechnology and Aquaculture, Hellenic Centre for Marine Research, Heraklion, Crete, Greece.</nlm:affiliation><country xml:lang="fr">Grèce</country><wicri:regionArea>Institute of Marine Biology, Biotechnology and Aquaculture, Hellenic Centre for Marine Research, Heraklion, Crete</wicri:regionArea></affiliation></author><author><name sortKey="Pereira, Emiliano" sort="Pereira, Emiliano" uniqKey="Pereira E" first="Emiliano" last="Pereira">Emiliano Pereira</name><affiliation wicri:level="1"><nlm:affiliation>Microbial Genomics and Bioinformatics Group, Max Planck Institute for Marine Microbiology, Bremen, Germany.</nlm:affiliation><country xml:lang="fr">Allemagne</country><wicri:regionArea>Microbial Genomics and Bioinformatics Group, Max Planck Institute for Marine Microbiology, Bremen</wicri:regionArea></affiliation></author><author><name sortKey="Rao, Shruti" sort="Rao, Shruti" uniqKey="Rao S" first="Shruti" last="Rao">Shruti Rao</name><affiliation wicri:level="1"><nlm:affiliation>Innovation Center for Biomedical Informatics (ICBI), Georgetown University, Washington, DC 20007, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Innovation Center for Biomedical Informatics (ICBI), Georgetown University, Washington, DC 20007</wicri:regionArea></affiliation></author><author><name sortKey="Rinaldi, Fabio" sort="Rinaldi, Fabio" uniqKey="Rinaldi F" first="Fabio" last="Rinaldi">Fabio Rinaldi</name><affiliation wicri:level="1"><nlm:affiliation>Institute of Computational Linguistics, University of Zurich, Zurich, Switzerland.</nlm:affiliation><country xml:lang="fr">Suisse</country><wicri:regionArea>Institute of Computational Linguistics, University of Zurich, Zurich</wicri:regionArea></affiliation></author><author><name sortKey="Rothfels, Karen" sort="Rothfels, Karen" uniqKey="Rothfels K" first="Karen" last="Rothfels">Karen Rothfels</name><affiliation wicri:level="1"><nlm:affiliation>Department of Informatics and Bio-Computing, Ontario Institute for Cancer Research, Toronto, ON M5G0A3, Canada.</nlm:affiliation><country xml:lang="fr">Canada</country><wicri:regionArea>Department of Informatics and Bio-Computing, Ontario Institute for Cancer Research, Toronto, ON M5G0A3</wicri:regionArea></affiliation></author><author><name sortKey="Salgado, David" sort="Salgado, David" uniqKey="Salgado D" first="David" last="Salgado">David Salgado</name><affiliation wicri:level="1"><nlm:affiliation>GMGF, Aix-Marseille Universite, 13385 Marseille, France Inserm, UMR_S 910, 13385 Marseille, France.</nlm:affiliation><country xml:lang="fr">France</country><wicri:regionArea>GMGF, Aix-Marseille Universite, 13385 Marseille, France Inserm, UMR_S 910, 13385 Marseille</wicri:regionArea></affiliation></author><author><name sortKey="Silva, Raquel M" sort="Silva, Raquel M" uniqKey="Silva R" first="Raquel M" last="Silva">Raquel M. Silva</name><affiliation wicri:level="1"><nlm:affiliation>Department of Medical Sciences, iBiMED & IEETA, University of Aveiro, 3810-193 Aveiro, Portugal.</nlm:affiliation><country xml:lang="fr">Portugal</country><wicri:regionArea>Department of Medical Sciences, iBiMED & IEETA, University of Aveiro, 3810-193 Aveiro</wicri:regionArea></affiliation></author><author><name sortKey="Singh, Onkar" sort="Singh, Onkar" uniqKey="Singh O" first="Onkar" last="Singh">Onkar Singh</name><affiliation wicri:level="1"><nlm:affiliation>Taipei Medical University Graduate Institute of Biomedical informatics, Taipei, Taiwan.</nlm:affiliation><country xml:lang="fr">Taïwan</country><wicri:regionArea>Taipei Medical University Graduate Institute of Biomedical informatics, Taipei</wicri:regionArea></affiliation></author><author><name sortKey="Stefancsik, Raymund" sort="Stefancsik, Raymund" uniqKey="Stefancsik R" first="Raymund" last="Stefancsik">Raymund Stefancsik</name><affiliation wicri:level="1"><nlm:affiliation>Department of Genetics, University of Cambridge, Cambridge, UK.</nlm:affiliation><country xml:lang="fr">Royaume-Uni</country><wicri:regionArea>Department of Genetics, University of Cambridge, Cambridge</wicri:regionArea></affiliation></author><author><name sortKey="Su, Chu Hsien" sort="Su, Chu Hsien" uniqKey="Su C" first="Chu-Hsien" last="Su">Chu-Hsien Su</name><affiliation wicri:level="1"><nlm:affiliation>Institute of Information Science, Academia Sinica, Taipei, Taiwan.</nlm:affiliation><country xml:lang="fr">Taïwan</country><wicri:regionArea>Institute of Information Science, Academia Sinica, Taipei</wicri:regionArea></affiliation></author><author><name sortKey="Subramani, Suresh" sort="Subramani, Suresh" uniqKey="Subramani S" first="Suresh" last="Subramani">Suresh Subramani</name><affiliation wicri:level="1"><nlm:affiliation>Department of Bioinformatics, Bharathiar University, Coimbatore, Tamil Nadu, India.</nlm:affiliation><country xml:lang="fr">Inde</country><wicri:regionArea>Department of Bioinformatics, Bharathiar University, Coimbatore, Tamil Nadu</wicri:regionArea></affiliation></author><author><name sortKey="Tadepally, Hamsa D" sort="Tadepally, Hamsa D" uniqKey="Tadepally H" first="Hamsa D" last="Tadepally">Hamsa D. Tadepally</name><affiliation wicri:level="1"><nlm:affiliation>Freelance Scientific Curator, Cleveland, OH, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Freelance Scientific Curator, Cleveland, OH</wicri:regionArea></affiliation></author><author><name sortKey="Tsaprouni, Loukia" sort="Tsaprouni, Loukia" uniqKey="Tsaprouni L" first="Loukia" last="Tsaprouni">Loukia Tsaprouni</name><affiliation wicri:level="1"><nlm:affiliation>Institute of Sport and Physical Activity Research (ISPAR), University of Bedfordshire, Bedford, UK.</nlm:affiliation><country xml:lang="fr">Royaume-Uni</country><wicri:regionArea>Institute of Sport and Physical Activity Research (ISPAR), University of Bedfordshire, Bedford</wicri:regionArea></affiliation></author><author><name sortKey="Vasilevsky, Nicole" sort="Vasilevsky, Nicole" uniqKey="Vasilevsky N" first="Nicole" last="Vasilevsky">Nicole Vasilevsky</name><affiliation wicri:level="1"><nlm:affiliation>Ontology Development Group, Oregon Health & Science University, Portland, OR 97239, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Ontology Development Group, Oregon Health & Science University, Portland, OR 97239</wicri:regionArea></affiliation></author><author><name sortKey="Wang, Xiaodong" sort="Wang, Xiaodong" uniqKey="Wang X" first="Xiaodong" last="Wang">Xiaodong Wang</name><affiliation wicri:level="1"><nlm:affiliation>WormBase Consortium, Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA 91125, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>WormBase Consortium, Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA 91125</wicri:regionArea></affiliation></author><author><name sortKey="Chatr Aryamontri, Andrew" sort="Chatr Aryamontri, Andrew" uniqKey="Chatr Aryamontri A" first="Andrew" last="Chatr-Aryamontri">Andrew Chatr-Aryamontri</name><affiliation wicri:level="1"><nlm:affiliation>Institute for Research in Immunology and Cancer, Université de Montréal, Montréal, Canada.</nlm:affiliation><country xml:lang="fr">Canada</country><wicri:regionArea>Institute for Research in Immunology and Cancer, Université de Montréal, Montréal</wicri:regionArea></affiliation></author><author><name sortKey="Laulederkind, Stanley J F" sort="Laulederkind, Stanley J F" uniqKey="Laulederkind S" first="Stanley J F" last="Laulederkind">Stanley J F. Laulederkind</name><affiliation wicri:level="1"><nlm:affiliation>Medical College of Wisconsin, Milwaukee, WI 53226, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Medical College of Wisconsin, Milwaukee, WI 53226</wicri:regionArea></affiliation></author><author><name sortKey="Matis Mitchell, Sherri" sort="Matis Mitchell, Sherri" uniqKey="Matis Mitchell S" first="Sherri" last="Matis-Mitchell">Sherri Matis-Mitchell</name><affiliation wicri:level="1"><nlm:affiliation>Reed Elsevier, Philadelphia, PA 19103, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Reed Elsevier, Philadelphia, PA 19103</wicri:regionArea></affiliation></author><author><name sortKey="Mcentyre, Johanna" sort="Mcentyre, Johanna" uniqKey="Mcentyre J" first="Johanna" last="Mcentyre">Johanna Mcentyre</name><affiliation wicri:level="1"><nlm:affiliation>European Bioinformatics Institute (EMBL-EBI), Hinxton, UK.</nlm:affiliation><country xml:lang="fr">Royaume-Uni</country><wicri:regionArea>European Bioinformatics Institute (EMBL-EBI), Hinxton</wicri:regionArea></affiliation></author><author><name sortKey="Orchard, Sandra" sort="Orchard, Sandra" uniqKey="Orchard S" first="Sandra" last="Orchard">Sandra Orchard</name><affiliation wicri:level="1"><nlm:affiliation>European Bioinformatics Institute (EMBL-EBI), Hinxton, UK.</nlm:affiliation><country xml:lang="fr">Royaume-Uni</country><wicri:regionArea>European Bioinformatics Institute (EMBL-EBI), Hinxton</wicri:regionArea></affiliation></author><author><name sortKey="Pundir, Sangya" sort="Pundir, Sangya" uniqKey="Pundir S" first="Sangya" last="Pundir">Sangya Pundir</name><affiliation wicri:level="1"><nlm:affiliation>European Bioinformatics Institute (EMBL-EBI), Hinxton, UK.</nlm:affiliation><country xml:lang="fr">Royaume-Uni</country><wicri:regionArea>European Bioinformatics Institute (EMBL-EBI), Hinxton</wicri:regionArea></affiliation></author><author><name sortKey="Rodriguez Esteban, Raul" sort="Rodriguez Esteban, Raul" uniqKey="Rodriguez Esteban R" first="Raul" last="Rodriguez-Esteban">Raul Rodriguez-Esteban</name><affiliation wicri:level="1"><nlm:affiliation>Roche Innovation Center Basel, F. Hoffmann-La Roche Ltd, Basel, Switzerland.</nlm:affiliation><country xml:lang="fr">Suisse</country><wicri:regionArea>Roche Innovation Center Basel, F. Hoffmann-La Roche Ltd, Basel</wicri:regionArea></affiliation></author><author><name sortKey="Van Auken, Kimberly" sort="Van Auken, Kimberly" uniqKey="Van Auken K" first="Kimberly" last="Van Auken">Kimberly Van Auken</name><affiliation wicri:level="1"><nlm:affiliation>WormBase Consortium, Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA 91125, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>WormBase Consortium, Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA 91125</wicri:regionArea></affiliation></author><author><name sortKey="Lu, Zhiyong" sort="Lu, Zhiyong" uniqKey="Lu Z" first="Zhiyong" last="Lu">Zhiyong Lu</name><affiliation wicri:level="1"><nlm:affiliation>National Center for Biotechnology Information (NCBI), National Institutes of Health, Bethesda, MD 20894, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>National Center for Biotechnology Information (NCBI), National Institutes of Health, Bethesda, MD 20894</wicri:regionArea></affiliation></author><author><name sortKey="Schaeffer, Mary" sort="Schaeffer, Mary" uniqKey="Schaeffer M" first="Mary" last="Schaeffer">Mary Schaeffer</name><affiliation wicri:level="1"><nlm:affiliation>MaizeGDB USDA ARS and University of Missouri, Columbia, MO 65211, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>MaizeGDB USDA ARS and University of Missouri, Columbia, MO 65211</wicri:regionArea></affiliation></author><author><name sortKey="Wu, Cathy H" sort="Wu, Cathy H" uniqKey="Wu C" first="Cathy H" last="Wu">Cathy H. Wu</name><affiliation wicri:level="1"><nlm:affiliation>Center for Bioinformatics and Computational Biology, University of Delaware, Newark, DE, 19711, USA Department of Computer and Information Sciences, University of Delaware, Newark, DE, 19711, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Center for Bioinformatics and Computational Biology, University of Delaware, Newark, DE, 19711, USA Department of Computer and Information Sciences, University of Delaware, Newark, DE, 19711</wicri:regionArea></affiliation></author><author><name sortKey="Hirschman, Lynette" sort="Hirschman, Lynette" uniqKey="Hirschman L" first="Lynette" last="Hirschman">Lynette Hirschman</name><affiliation wicri:level="1"><nlm:affiliation>The MITRE Corporation, Bedford, MA 01730, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>The MITRE Corporation, Bedford, MA 01730</wicri:regionArea></affiliation></author><author><name sortKey="Arighi, Cecilia N" sort="Arighi, Cecilia N" uniqKey="Arighi C" first="Cecilia N" last="Arighi">Cecilia N. Arighi</name><affiliation wicri:level="1"><nlm:affiliation>Center for Bioinformatics and Computational Biology, University of Delaware, Newark, DE, 19711, USA Department of Computer and Information Sciences, University of Delaware, Newark, DE, 19711, USA arighi@dbi.udel.edu.</nlm:affiliation><country wicri:rule="url">États-Unis</country><wicri:regionArea>Center for Bioinformatics and Computational Biology, University of Delaware, Newark, DE, 19711, USA Department of Computer and Information Sciences, University of Delaware, Newark, DE, 19711</wicri:regionArea></affiliation></author></titleStmt><publicationStmt><idno type="wicri:source">PubMed</idno><date when="2016">2016</date><idno type="RBID">pubmed:27589961</idno><idno type="pmid">27589961</idno><idno type="doi">10.1093/database/baw119</idno><idno type="wicri:Area/PubMed/Corpus">001955</idno><idno type="wicri:explorRef" wicri:stream="PubMed" wicri:step="Corpus" wicri:corpus="PubMed">001955</idno><idno type="wicri:Area/PubMed/Curation">001931</idno><idno type="wicri:explorRef" wicri:stream="PubMed" wicri:step="Curation">001931</idno></publicationStmt><sourceDesc><biblStruct><analytic><title xml:lang="en">Overview of the interactive task in BioCreative V.</title><author><name sortKey="Wang, Qinghua" sort="Wang, Qinghua" uniqKey="Wang Q" first="Qinghua" last="Wang">Qinghua Wang</name><affiliation wicri:level="1"><nlm:affiliation>Center for Bioinformatics and Computational Biology, University of Delaware, Newark, DE, 19711, USA Department of Computer and Information Sciences, University of Delaware, Newark, DE, 19711, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Center for Bioinformatics and Computational Biology, University of Delaware, Newark, DE, 19711, USA Department of Computer and Information Sciences, University of Delaware, Newark, DE, 19711</wicri:regionArea></affiliation></author><author><name sortKey="S Abdul, Shabbir" sort="S Abdul, Shabbir" uniqKey="S Abdul S" first="Shabbir" last="S Abdul">Shabbir S Abdul</name><affiliation wicri:level="1"><nlm:affiliation>International Centre of Health Information Technology, Taipei Medical University, Taipei, Taiwan.</nlm:affiliation><country xml:lang="fr">Taïwan</country><wicri:regionArea>International Centre of Health Information Technology, Taipei Medical University, Taipei</wicri:regionArea></affiliation></author><author><name sortKey="Almeida, Lara" sort="Almeida, Lara" uniqKey="Almeida L" first="Lara" last="Almeida">Lara Almeida</name><affiliation wicri:level="1"><nlm:affiliation>DETI/IEETA, University of Aveiro, Campus Universitário de Santiago, Aveiro 3810-193, Portugal.</nlm:affiliation><country xml:lang="fr">Portugal</country><wicri:regionArea>DETI/IEETA, University of Aveiro, Campus Universitário de Santiago, Aveiro 3810-193</wicri:regionArea></affiliation></author><author><name sortKey="Ananiadou, Sophia" sort="Ananiadou, Sophia" uniqKey="Ananiadou S" first="Sophia" last="Ananiadou">Sophia Ananiadou</name><affiliation wicri:level="1"><nlm:affiliation>National Centre for Text Mining, University of Manchester, Manchester, UK.</nlm:affiliation><country xml:lang="fr">Royaume-Uni</country><wicri:regionArea>National Centre for Text Mining, University of Manchester, Manchester</wicri:regionArea></affiliation></author><author><name sortKey="Balderas Martinez, Yalbi I" sort="Balderas Martinez, Yalbi I" uniqKey="Balderas Martinez Y" first="Yalbi I" last="Balderas-Martínez">Yalbi I. Balderas-Martínez</name><affiliation wicri:level="1"><nlm:affiliation>Facultad de Ciencias, Universidad Nacional Autónoma de México, 04510 Ciudad de México, México.</nlm:affiliation><country xml:lang="fr" wicri:curation="lc">Mexique</country><wicri:regionArea>Facultad de Ciencias, Universidad Nacional Autónoma de México, 04510 Ciudad de México</wicri:regionArea></affiliation></author><author><name sortKey="Batista Navarro, Riza" sort="Batista Navarro, Riza" uniqKey="Batista Navarro R" first="Riza" last="Batista-Navarro">Riza Batista-Navarro</name><affiliation wicri:level="1"><nlm:affiliation>National Centre for Text Mining, University of Manchester, Manchester, UK.</nlm:affiliation><country xml:lang="fr">Royaume-Uni</country><wicri:regionArea>National Centre for Text Mining, University of Manchester, Manchester</wicri:regionArea></affiliation></author><author><name sortKey="Campos, David" sort="Campos, David" uniqKey="Campos D" first="David" last="Campos">David Campos</name><affiliation wicri:level="1"><nlm:affiliation>BMD Software, Aveiro, Portugal.</nlm:affiliation><country xml:lang="fr">Portugal</country><wicri:regionArea>BMD Software, Aveiro</wicri:regionArea></affiliation></author><author><name sortKey="Chilton, Lucy" sort="Chilton, Lucy" uniqKey="Chilton L" first="Lucy" last="Chilton">Lucy Chilton</name><affiliation wicri:level="1"><nlm:affiliation>Northern Institute for Cancer Research, Newcastle University, New Castle, UK.</nlm:affiliation><country xml:lang="fr">Royaume-Uni</country><wicri:regionArea>Northern Institute for Cancer Research, Newcastle University, New Castle</wicri:regionArea></affiliation></author><author><name sortKey="Chou, Hui Jou" sort="Chou, Hui Jou" uniqKey="Chou H" first="Hui-Jou" last="Chou">Hui-Jou Chou</name><affiliation wicri:level="1"><nlm:affiliation>Rutgers University-Camden, Camden, NJ 08102, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Rutgers University-Camden, Camden, NJ 08102</wicri:regionArea></affiliation></author><author><name sortKey="Contreras, Gabriela" sort="Contreras, Gabriela" uniqKey="Contreras G" first="Gabriela" last="Contreras">Gabriela Contreras</name><affiliation wicri:level="1"><nlm:affiliation>Centro de Ciencias Genómicas, Universidad Nacional Autónoma de México, 04510 Ciudad de México, México.</nlm:affiliation><country xml:lang="fr" wicri:curation="lc">Mexique</country><wicri:regionArea>Centro de Ciencias Genómicas, Universidad Nacional Autónoma de México, 04510 Ciudad de México</wicri:regionArea></affiliation></author><author><name sortKey="Cooper, Laurel" sort="Cooper, Laurel" uniqKey="Cooper L" first="Laurel" last="Cooper">Laurel Cooper</name><affiliation wicri:level="1"><nlm:affiliation>Department of Botany and Plant Pathology, Oregon State University Corvallis, OR 97331, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Department of Botany and Plant Pathology, Oregon State University Corvallis, OR 97331</wicri:regionArea></affiliation></author><author><name sortKey="Dai, Hong Jie" sort="Dai, Hong Jie" uniqKey="Dai H" first="Hong-Jie" last="Dai">Hong-Jie Dai</name><affiliation wicri:level="1"><nlm:affiliation>Department of Computer Science and Information Engineering, National Taitung University, Taitung, Taiwan.</nlm:affiliation><country xml:lang="fr">Taïwan</country><wicri:regionArea>Department of Computer Science and Information Engineering, National Taitung University, Taitung</wicri:regionArea></affiliation></author><author><name sortKey="Ferrell, Barbra" sort="Ferrell, Barbra" uniqKey="Ferrell B" first="Barbra" last="Ferrell">Barbra Ferrell</name><affiliation wicri:level="1"><nlm:affiliation>College of Agriculture and Natural Resources, University of Delaware, Newark, DE 19711, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>College of Agriculture and Natural Resources, University of Delaware, Newark, DE 19711</wicri:regionArea></affiliation></author><author><name sortKey="Fluck, Juliane" sort="Fluck, Juliane" uniqKey="Fluck J" first="Juliane" last="Fluck">Juliane Fluck</name><affiliation wicri:level="1"><nlm:affiliation>Fraunhofer Institute for Algorithms and Scientific Computing, Schloss Birlinghoven, 53754 St. Augustin, Germany.</nlm:affiliation><country xml:lang="fr">Allemagne</country><wicri:regionArea>Fraunhofer Institute for Algorithms and Scientific Computing, Schloss Birlinghoven, 53754 St. Augustin</wicri:regionArea></affiliation></author><author><name sortKey="Gama Castro, Socorro" sort="Gama Castro, Socorro" uniqKey="Gama Castro S" first="Socorro" last="Gama-Castro">Socorro Gama-Castro</name><affiliation wicri:level="1"><nlm:affiliation>Centro de Ciencias Genómicas, Universidad Nacional Autónoma de México, 04510 Ciudad de México, México.</nlm:affiliation><country xml:lang="fr" wicri:curation="lc">Mexique</country><wicri:regionArea>Centro de Ciencias Genómicas, Universidad Nacional Autónoma de México, 04510 Ciudad de México</wicri:regionArea></affiliation></author><author><name sortKey="George, Nancy" sort="George, Nancy" uniqKey="George N" first="Nancy" last="George">Nancy George</name><affiliation wicri:level="1"><nlm:affiliation>SourceData, EMBO, Heidelberg, Germany.</nlm:affiliation><country xml:lang="fr">Allemagne</country><wicri:regionArea>SourceData, EMBO, Heidelberg</wicri:regionArea></affiliation></author><author><name sortKey="Gkoutos, Georgios" sort="Gkoutos, Georgios" uniqKey="Gkoutos G" first="Georgios" last="Gkoutos">Georgios Gkoutos</name><affiliation wicri:level="1"><nlm:affiliation>College of Medical and Dental Sciences, Institute of Cancer and Genomic Sciences, Centre for Computational Biology, University of Birmingham, Birmingham B15 2TT, UK Institute of Translational Medicine, University Hospitals Birmingham NHS Foundation Trust, Birmingham B15 2TT, UK.</nlm:affiliation><country xml:lang="fr">Royaume-Uni</country><wicri:regionArea>College of Medical and Dental Sciences, Institute of Cancer and Genomic Sciences, Centre for Computational Biology, University of Birmingham, Birmingham B15 2TT, UK Institute of Translational Medicine, University Hospitals Birmingham NHS Foundation Trust, Birmingham B15 2TT</wicri:regionArea></affiliation></author><author><name sortKey="Irin, Afroza K" sort="Irin, Afroza K" uniqKey="Irin A" first="Afroza K" last="Irin">Afroza K. Irin</name><affiliation wicri:level="1"><nlm:affiliation>Life Science Informatics, University of Bonn, Bonn, Germany.</nlm:affiliation><country xml:lang="fr">Allemagne</country><wicri:regionArea>Life Science Informatics, University of Bonn, Bonn</wicri:regionArea></affiliation></author><author><name sortKey="Jensen, Lars J" sort="Jensen, Lars J" uniqKey="Jensen L" first="Lars J" last="Jensen">Lars J. Jensen</name><affiliation wicri:level="1"><nlm:affiliation>Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.</nlm:affiliation><country xml:lang="fr">Danemark</country><wicri:regionArea>Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen</wicri:regionArea></affiliation></author><author><name sortKey="Jimenez, Silvia" sort="Jimenez, Silvia" uniqKey="Jimenez S" first="Silvia" last="Jimenez">Silvia Jimenez</name><affiliation wicri:level="1"><nlm:affiliation>Blue Brain Project, École Polytechnique Fédérale de Lausanne (EPFL) Biotech Campus, Geneva, Switzerland.</nlm:affiliation><country xml:lang="fr">Suisse</country><wicri:regionArea>Blue Brain Project, École Polytechnique Fédérale de Lausanne (EPFL) Biotech Campus, Geneva</wicri:regionArea></affiliation></author><author><name sortKey="Jue, Toni R" sort="Jue, Toni R" uniqKey="Jue T" first="Toni R" last="Jue">Toni R. Jue</name><affiliation wicri:level="1"><nlm:affiliation>Prince of Wales Clinical School, University of New South Wales NSW, Sydney, New South Wales, Australia.</nlm:affiliation><country xml:lang="fr">Australie</country><wicri:regionArea>Prince of Wales Clinical School, University of New South Wales NSW, Sydney, New South Wales</wicri:regionArea></affiliation></author><author><name sortKey="Keseler, Ingrid" sort="Keseler, Ingrid" uniqKey="Keseler I" first="Ingrid" last="Keseler">Ingrid Keseler</name><affiliation wicri:level="1"><nlm:affiliation>SRI International, Menlo Park, CA 94025, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>SRI International, Menlo Park, CA 94025</wicri:regionArea></affiliation></author><author><name sortKey="Madan, Sumit" sort="Madan, Sumit" uniqKey="Madan S" first="Sumit" last="Madan">Sumit Madan</name><affiliation wicri:level="1"><nlm:affiliation>Fraunhofer Institute for Algorithms and Scientific Computing, Schloss Birlinghoven, 53754 St. Augustin, Germany.</nlm:affiliation><country xml:lang="fr">Allemagne</country><wicri:regionArea>Fraunhofer Institute for Algorithms and Scientific Computing, Schloss Birlinghoven, 53754 St. Augustin</wicri:regionArea></affiliation></author><author><name sortKey="Matos, Sergio" sort="Matos, Sergio" uniqKey="Matos S" first="Sérgio" last="Matos">Sérgio Matos</name><affiliation wicri:level="1"><nlm:affiliation>DETI/IEETA, University of Aveiro, Campus Universitário de Santiago, Aveiro 3810-193, Portugal.</nlm:affiliation><country xml:lang="fr">Portugal</country><wicri:regionArea>DETI/IEETA, University of Aveiro, Campus Universitário de Santiago, Aveiro 3810-193</wicri:regionArea></affiliation></author><author><name sortKey="Mcquilton, Peter" sort="Mcquilton, Peter" uniqKey="Mcquilton P" first="Peter" last="Mcquilton">Peter Mcquilton</name><affiliation wicri:level="1"><nlm:affiliation>Oxford e-Research Centre, University of Oxford, Oxford, UK.</nlm:affiliation><country xml:lang="fr">Royaume-Uni</country><wicri:regionArea>Oxford e-Research Centre, University of Oxford, Oxford</wicri:regionArea></affiliation></author><author><name sortKey="Milacic, Marija" sort="Milacic, Marija" uniqKey="Milacic M" first="Marija" last="Milacic">Marija Milacic</name><affiliation wicri:level="1"><nlm:affiliation>Department of Informatics and Bio-Computing, Ontario Institute for Cancer Research, Toronto, ON M5G0A3, Canada.</nlm:affiliation><country xml:lang="fr">Canada</country><wicri:regionArea>Department of Informatics and Bio-Computing, Ontario Institute for Cancer Research, Toronto, ON M5G0A3</wicri:regionArea></affiliation></author><author><name sortKey="Mort, Matthew" sort="Mort, Matthew" uniqKey="Mort M" first="Matthew" last="Mort">Matthew Mort</name><affiliation wicri:level="1"><nlm:affiliation>HGMD, Institute of Medical Genetics, Cardiff University, Heath Park, Cardiff, UK.</nlm:affiliation><country xml:lang="fr">Royaume-Uni</country><wicri:regionArea>HGMD, Institute of Medical Genetics, Cardiff University, Heath Park, Cardiff</wicri:regionArea></affiliation></author><author><name sortKey="Natarajan, Jeyakumar" sort="Natarajan, Jeyakumar" uniqKey="Natarajan J" first="Jeyakumar" last="Natarajan">Jeyakumar Natarajan</name><affiliation wicri:level="1"><nlm:affiliation>Department of Bioinformatics, Bharathiar University, Coimbatore, Tamil Nadu, India.</nlm:affiliation><country xml:lang="fr">Inde</country><wicri:regionArea>Department of Bioinformatics, Bharathiar University, Coimbatore, Tamil Nadu</wicri:regionArea></affiliation></author><author><name sortKey="Pafilis, Evangelos" sort="Pafilis, Evangelos" uniqKey="Pafilis E" first="Evangelos" last="Pafilis">Evangelos Pafilis</name><affiliation wicri:level="1"><nlm:affiliation>Institute of Marine Biology, Biotechnology and Aquaculture, Hellenic Centre for Marine Research, Heraklion, Crete, Greece.</nlm:affiliation><country xml:lang="fr">Grèce</country><wicri:regionArea>Institute of Marine Biology, Biotechnology and Aquaculture, Hellenic Centre for Marine Research, Heraklion, Crete</wicri:regionArea></affiliation></author><author><name sortKey="Pereira, Emiliano" sort="Pereira, Emiliano" uniqKey="Pereira E" first="Emiliano" last="Pereira">Emiliano Pereira</name><affiliation wicri:level="1"><nlm:affiliation>Microbial Genomics and Bioinformatics Group, Max Planck Institute for Marine Microbiology, Bremen, Germany.</nlm:affiliation><country xml:lang="fr">Allemagne</country><wicri:regionArea>Microbial Genomics and Bioinformatics Group, Max Planck Institute for Marine Microbiology, Bremen</wicri:regionArea></affiliation></author><author><name sortKey="Rao, Shruti" sort="Rao, Shruti" uniqKey="Rao S" first="Shruti" last="Rao">Shruti Rao</name><affiliation wicri:level="1"><nlm:affiliation>Innovation Center for Biomedical Informatics (ICBI), Georgetown University, Washington, DC 20007, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Innovation Center for Biomedical Informatics (ICBI), Georgetown University, Washington, DC 20007</wicri:regionArea></affiliation></author><author><name sortKey="Rinaldi, Fabio" sort="Rinaldi, Fabio" uniqKey="Rinaldi F" first="Fabio" last="Rinaldi">Fabio Rinaldi</name><affiliation wicri:level="1"><nlm:affiliation>Institute of Computational Linguistics, University of Zurich, Zurich, Switzerland.</nlm:affiliation><country xml:lang="fr">Suisse</country><wicri:regionArea>Institute of Computational Linguistics, University of Zurich, Zurich</wicri:regionArea></affiliation></author><author><name sortKey="Rothfels, Karen" sort="Rothfels, Karen" uniqKey="Rothfels K" first="Karen" last="Rothfels">Karen Rothfels</name><affiliation wicri:level="1"><nlm:affiliation>Department of Informatics and Bio-Computing, Ontario Institute for Cancer Research, Toronto, ON M5G0A3, Canada.</nlm:affiliation><country xml:lang="fr">Canada</country><wicri:regionArea>Department of Informatics and Bio-Computing, Ontario Institute for Cancer Research, Toronto, ON M5G0A3</wicri:regionArea></affiliation></author><author><name sortKey="Salgado, David" sort="Salgado, David" uniqKey="Salgado D" first="David" last="Salgado">David Salgado</name><affiliation wicri:level="1"><nlm:affiliation>GMGF, Aix-Marseille Universite, 13385 Marseille, France Inserm, UMR_S 910, 13385 Marseille, France.</nlm:affiliation><country xml:lang="fr">France</country><wicri:regionArea>GMGF, Aix-Marseille Universite, 13385 Marseille, France Inserm, UMR_S 910, 13385 Marseille</wicri:regionArea></affiliation></author><author><name sortKey="Silva, Raquel M" sort="Silva, Raquel M" uniqKey="Silva R" first="Raquel M" last="Silva">Raquel M. Silva</name><affiliation wicri:level="1"><nlm:affiliation>Department of Medical Sciences, iBiMED & IEETA, University of Aveiro, 3810-193 Aveiro, Portugal.</nlm:affiliation><country xml:lang="fr">Portugal</country><wicri:regionArea>Department of Medical Sciences, iBiMED & IEETA, University of Aveiro, 3810-193 Aveiro</wicri:regionArea></affiliation></author><author><name sortKey="Singh, Onkar" sort="Singh, Onkar" uniqKey="Singh O" first="Onkar" last="Singh">Onkar Singh</name><affiliation wicri:level="1"><nlm:affiliation>Taipei Medical University Graduate Institute of Biomedical informatics, Taipei, Taiwan.</nlm:affiliation><country xml:lang="fr">Taïwan</country><wicri:regionArea>Taipei Medical University Graduate Institute of Biomedical informatics, Taipei</wicri:regionArea></affiliation></author><author><name sortKey="Stefancsik, Raymund" sort="Stefancsik, Raymund" uniqKey="Stefancsik R" first="Raymund" last="Stefancsik">Raymund Stefancsik</name><affiliation wicri:level="1"><nlm:affiliation>Department of Genetics, University of Cambridge, Cambridge, UK.</nlm:affiliation><country xml:lang="fr">Royaume-Uni</country><wicri:regionArea>Department of Genetics, University of Cambridge, Cambridge</wicri:regionArea></affiliation></author><author><name sortKey="Su, Chu Hsien" sort="Su, Chu Hsien" uniqKey="Su C" first="Chu-Hsien" last="Su">Chu-Hsien Su</name><affiliation wicri:level="1"><nlm:affiliation>Institute of Information Science, Academia Sinica, Taipei, Taiwan.</nlm:affiliation><country xml:lang="fr">Taïwan</country><wicri:regionArea>Institute of Information Science, Academia Sinica, Taipei</wicri:regionArea></affiliation></author><author><name sortKey="Subramani, Suresh" sort="Subramani, Suresh" uniqKey="Subramani S" first="Suresh" last="Subramani">Suresh Subramani</name><affiliation wicri:level="1"><nlm:affiliation>Department of Bioinformatics, Bharathiar University, Coimbatore, Tamil Nadu, India.</nlm:affiliation><country xml:lang="fr">Inde</country><wicri:regionArea>Department of Bioinformatics, Bharathiar University, Coimbatore, Tamil Nadu</wicri:regionArea></affiliation></author><author><name sortKey="Tadepally, Hamsa D" sort="Tadepally, Hamsa D" uniqKey="Tadepally H" first="Hamsa D" last="Tadepally">Hamsa D. Tadepally</name><affiliation wicri:level="1"><nlm:affiliation>Freelance Scientific Curator, Cleveland, OH, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Freelance Scientific Curator, Cleveland, OH</wicri:regionArea></affiliation></author><author><name sortKey="Tsaprouni, Loukia" sort="Tsaprouni, Loukia" uniqKey="Tsaprouni L" first="Loukia" last="Tsaprouni">Loukia Tsaprouni</name><affiliation wicri:level="1"><nlm:affiliation>Institute of Sport and Physical Activity Research (ISPAR), University of Bedfordshire, Bedford, UK.</nlm:affiliation><country xml:lang="fr">Royaume-Uni</country><wicri:regionArea>Institute of Sport and Physical Activity Research (ISPAR), University of Bedfordshire, Bedford</wicri:regionArea></affiliation></author><author><name sortKey="Vasilevsky, Nicole" sort="Vasilevsky, Nicole" uniqKey="Vasilevsky N" first="Nicole" last="Vasilevsky">Nicole Vasilevsky</name><affiliation wicri:level="1"><nlm:affiliation>Ontology Development Group, Oregon Health & Science University, Portland, OR 97239, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Ontology Development Group, Oregon Health & Science University, Portland, OR 97239</wicri:regionArea></affiliation></author><author><name sortKey="Wang, Xiaodong" sort="Wang, Xiaodong" uniqKey="Wang X" first="Xiaodong" last="Wang">Xiaodong Wang</name><affiliation wicri:level="1"><nlm:affiliation>WormBase Consortium, Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA 91125, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>WormBase Consortium, Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA 91125</wicri:regionArea></affiliation></author><author><name sortKey="Chatr Aryamontri, Andrew" sort="Chatr Aryamontri, Andrew" uniqKey="Chatr Aryamontri A" first="Andrew" last="Chatr-Aryamontri">Andrew Chatr-Aryamontri</name><affiliation wicri:level="1"><nlm:affiliation>Institute for Research in Immunology and Cancer, Université de Montréal, Montréal, Canada.</nlm:affiliation><country xml:lang="fr">Canada</country><wicri:regionArea>Institute for Research in Immunology and Cancer, Université de Montréal, Montréal</wicri:regionArea></affiliation></author><author><name sortKey="Laulederkind, Stanley J F" sort="Laulederkind, Stanley J F" uniqKey="Laulederkind S" first="Stanley J F" last="Laulederkind">Stanley J F. Laulederkind</name><affiliation wicri:level="1"><nlm:affiliation>Medical College of Wisconsin, Milwaukee, WI 53226, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Medical College of Wisconsin, Milwaukee, WI 53226</wicri:regionArea></affiliation></author><author><name sortKey="Matis Mitchell, Sherri" sort="Matis Mitchell, Sherri" uniqKey="Matis Mitchell S" first="Sherri" last="Matis-Mitchell">Sherri Matis-Mitchell</name><affiliation wicri:level="1"><nlm:affiliation>Reed Elsevier, Philadelphia, PA 19103, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Reed Elsevier, Philadelphia, PA 19103</wicri:regionArea></affiliation></author><author><name sortKey="Mcentyre, Johanna" sort="Mcentyre, Johanna" uniqKey="Mcentyre J" first="Johanna" last="Mcentyre">Johanna Mcentyre</name><affiliation wicri:level="1"><nlm:affiliation>European Bioinformatics Institute (EMBL-EBI), Hinxton, UK.</nlm:affiliation><country xml:lang="fr">Royaume-Uni</country><wicri:regionArea>European Bioinformatics Institute (EMBL-EBI), Hinxton</wicri:regionArea></affiliation></author><author><name sortKey="Orchard, Sandra" sort="Orchard, Sandra" uniqKey="Orchard S" first="Sandra" last="Orchard">Sandra Orchard</name><affiliation wicri:level="1"><nlm:affiliation>European Bioinformatics Institute (EMBL-EBI), Hinxton, UK.</nlm:affiliation><country xml:lang="fr">Royaume-Uni</country><wicri:regionArea>European Bioinformatics Institute (EMBL-EBI), Hinxton</wicri:regionArea></affiliation></author><author><name sortKey="Pundir, Sangya" sort="Pundir, Sangya" uniqKey="Pundir S" first="Sangya" last="Pundir">Sangya Pundir</name><affiliation wicri:level="1"><nlm:affiliation>European Bioinformatics Institute (EMBL-EBI), Hinxton, UK.</nlm:affiliation><country xml:lang="fr">Royaume-Uni</country><wicri:regionArea>European Bioinformatics Institute (EMBL-EBI), Hinxton</wicri:regionArea></affiliation></author><author><name sortKey="Rodriguez Esteban, Raul" sort="Rodriguez Esteban, Raul" uniqKey="Rodriguez Esteban R" first="Raul" last="Rodriguez-Esteban">Raul Rodriguez-Esteban</name><affiliation wicri:level="1"><nlm:affiliation>Roche Innovation Center Basel, F. Hoffmann-La Roche Ltd, Basel, Switzerland.</nlm:affiliation><country xml:lang="fr">Suisse</country><wicri:regionArea>Roche Innovation Center Basel, F. Hoffmann-La Roche Ltd, Basel</wicri:regionArea></affiliation></author><author><name sortKey="Van Auken, Kimberly" sort="Van Auken, Kimberly" uniqKey="Van Auken K" first="Kimberly" last="Van Auken">Kimberly Van Auken</name><affiliation wicri:level="1"><nlm:affiliation>WormBase Consortium, Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA 91125, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>WormBase Consortium, Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA 91125</wicri:regionArea></affiliation></author><author><name sortKey="Lu, Zhiyong" sort="Lu, Zhiyong" uniqKey="Lu Z" first="Zhiyong" last="Lu">Zhiyong Lu</name><affiliation wicri:level="1"><nlm:affiliation>National Center for Biotechnology Information (NCBI), National Institutes of Health, Bethesda, MD 20894, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>National Center for Biotechnology Information (NCBI), National Institutes of Health, Bethesda, MD 20894</wicri:regionArea></affiliation></author><author><name sortKey="Schaeffer, Mary" sort="Schaeffer, Mary" uniqKey="Schaeffer M" first="Mary" last="Schaeffer">Mary Schaeffer</name><affiliation wicri:level="1"><nlm:affiliation>MaizeGDB USDA ARS and University of Missouri, Columbia, MO 65211, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>MaizeGDB USDA ARS and University of Missouri, Columbia, MO 65211</wicri:regionArea></affiliation></author><author><name sortKey="Wu, Cathy H" sort="Wu, Cathy H" uniqKey="Wu C" first="Cathy H" last="Wu">Cathy H. Wu</name><affiliation wicri:level="1"><nlm:affiliation>Center for Bioinformatics and Computational Biology, University of Delaware, Newark, DE, 19711, USA Department of Computer and Information Sciences, University of Delaware, Newark, DE, 19711, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Center for Bioinformatics and Computational Biology, University of Delaware, Newark, DE, 19711, USA Department of Computer and Information Sciences, University of Delaware, Newark, DE, 19711</wicri:regionArea></affiliation></author><author><name sortKey="Hirschman, Lynette" sort="Hirschman, Lynette" uniqKey="Hirschman L" first="Lynette" last="Hirschman">Lynette Hirschman</name><affiliation wicri:level="1"><nlm:affiliation>The MITRE Corporation, Bedford, MA 01730, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>The MITRE Corporation, Bedford, MA 01730</wicri:regionArea></affiliation></author><author><name sortKey="Arighi, Cecilia N" sort="Arighi, Cecilia N" uniqKey="Arighi C" first="Cecilia N" last="Arighi">Cecilia N. Arighi</name><affiliation wicri:level="1"><nlm:affiliation>Center for Bioinformatics and Computational Biology, University of Delaware, Newark, DE, 19711, USA Department of Computer and Information Sciences, University of Delaware, Newark, DE, 19711, USA arighi@dbi.udel.edu.</nlm:affiliation><country wicri:rule="url">États-Unis</country><wicri:regionArea>Center for Bioinformatics and Computational Biology, University of Delaware, Newark, DE, 19711, USA Department of Computer and Information Sciences, University of Delaware, Newark, DE, 19711</wicri:regionArea></affiliation></author></analytic><series><title level="j">Database : the journal of biological databases and curation</title><idno type="eISSN">1758-0463</idno><imprint><date when="2016" type="published">2016</date></imprint></series></biblStruct></sourceDesc></fileDesc><profileDesc><textClass></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">Fully automated text mining (TM) systems promote efficient literature searching, retrieval, and review but are not sufficient to produce ready-to-consume curated documents. These systems are not meant to replace biocurators, but instead to assist them in one or more literature curation steps. To do so, the user interface is an important aspect that needs to be considered for tool adoption. The BioCreative Interactive task (IAT) is a track designed for exploring user-system interactions, promoting development of useful TM tools, and providing a communication channel between the biocuration and the TM communities. In BioCreative V, the IAT track followed a format similar to previous interactive tracks, where the utility and usability of TM tools, as well as the generation of use cases, have been the focal points. The proposed curation tasks are user-centric and formally evaluated by biocurators. In BioCreative V IAT, seven TM systems and 43 biocurators participated. Two levels of user participation were offered to broaden curator involvement and obtain more feedback on usability aspects. The full level participation involved training on the system, curation of a set of documents with and without TM assistance, tracking of time-on-task, and completion of a user survey. The partial level participation was designed to focus on usability aspects of the interface and not the performance per se In this case, biocurators navigated the system by performing pre-designed tasks and then were asked whether they were able to achieve the task and the level of difficulty in completing the task. In this manuscript, we describe the development of the interactive task, from planning to execution and discuss major findings for the systems tested.Database URL: http://www.biocreative.org.</div></front></TEI><pubmed><MedlineCitation Status="In-Process" Owner="NLM"><PMID Version="1">27589961</PMID><DateCreated><Year>2016</Year><Month>09</Month><Day>03</Day></DateCreated><DateRevised><Year>2017</Year><Month>11</Month><Day>02</Day></DateRevised><Article PubModel="Electronic-Print"><Journal><ISSN IssnType="Electronic">1758-0463</ISSN><JournalIssue CitedMedium="Internet"><Volume>2016</Volume><PubDate><Year>2016</Year></PubDate></JournalIssue><Title>Database : the journal of biological databases and curation</Title><ISOAbbreviation>Database (Oxford)</ISOAbbreviation></Journal><ArticleTitle>Overview of the interactive task in BioCreative V.</ArticleTitle><ELocationID EIdType="doi" ValidYN="Y">10.1093/database/baw119</ELocationID><ELocationID EIdType="pii" ValidYN="Y">baw119</ELocationID><Abstract><AbstractText>Fully automated text mining (TM) systems promote efficient literature searching, retrieval, and review but are not sufficient to produce ready-to-consume curated documents. These systems are not meant to replace biocurators, but instead to assist them in one or more literature curation steps. To do so, the user interface is an important aspect that needs to be considered for tool adoption. The BioCreative Interactive task (IAT) is a track designed for exploring user-system interactions, promoting development of useful TM tools, and providing a communication channel between the biocuration and the TM communities. In BioCreative V, the IAT track followed a format similar to previous interactive tracks, where the utility and usability of TM tools, as well as the generation of use cases, have been the focal points. The proposed curation tasks are user-centric and formally evaluated by biocurators. In BioCreative V IAT, seven TM systems and 43 biocurators participated. Two levels of user participation were offered to broaden curator involvement and obtain more feedback on usability aspects. The full level participation involved training on the system, curation of a set of documents with and without TM assistance, tracking of time-on-task, and completion of a user survey. The partial level participation was designed to focus on usability aspects of the interface and not the performance per se In this case, biocurators navigated the system by performing pre-designed tasks and then were asked whether they were able to achieve the task and the level of difficulty in completing the task. In this manuscript, we describe the development of the interactive task, from planning to execution and discuss major findings for the systems tested.Database URL: http://www.biocreative.org.</AbstractText><CopyrightInformation>Published by Oxford University Press 2016. This work is written by US Government employees and is in the public domain in the US.</CopyrightInformation></Abstract><AuthorList CompleteYN="Y"><Author ValidYN="Y"><LastName>Wang</LastName><ForeName>Qinghua</ForeName><Initials>Q</Initials><AffiliationInfo><Affiliation>Center for Bioinformatics and Computational Biology, University of Delaware, Newark, DE, 19711, USA Department of Computer and Information Sciences, University of Delaware, Newark, DE, 19711, USA.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>S Abdul</LastName><ForeName>Shabbir</ForeName><Initials>S</Initials><AffiliationInfo><Affiliation>International Centre of Health Information Technology, Taipei Medical University, Taipei, Taiwan.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Almeida</LastName><ForeName>Lara</ForeName><Initials>L</Initials><AffiliationInfo><Affiliation>DETI/IEETA, University of Aveiro, Campus Universitário de Santiago, Aveiro 3810-193, Portugal.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Ananiadou</LastName><ForeName>Sophia</ForeName><Initials>S</Initials><AffiliationInfo><Affiliation>National Centre for Text Mining, University of Manchester, Manchester, UK.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Balderas-Martínez</LastName><ForeName>Yalbi I</ForeName><Initials>YI</Initials><AffiliationInfo><Affiliation>Facultad de Ciencias, Universidad Nacional Autónoma de México, 04510 Ciudad de México, México.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Batista-Navarro</LastName><ForeName>Riza</ForeName><Initials>R</Initials><AffiliationInfo><Affiliation>National Centre for Text Mining, University of Manchester, Manchester, UK.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Campos</LastName><ForeName>David</ForeName><Initials>D</Initials><AffiliationInfo><Affiliation>BMD Software, Aveiro, Portugal.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Chilton</LastName><ForeName>Lucy</ForeName><Initials>L</Initials><AffiliationInfo><Affiliation>Northern Institute for Cancer Research, Newcastle University, New Castle, UK.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Chou</LastName><ForeName>Hui-Jou</ForeName><Initials>HJ</Initials><AffiliationInfo><Affiliation>Rutgers University-Camden, Camden, NJ 08102, USA.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Contreras</LastName><ForeName>Gabriela</ForeName><Initials>G</Initials><AffiliationInfo><Affiliation>Centro de Ciencias Genómicas, Universidad Nacional Autónoma de México, 04510 Ciudad de México, México.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Cooper</LastName><ForeName>Laurel</ForeName><Initials>L</Initials><AffiliationInfo><Affiliation>Department of Botany and Plant Pathology, Oregon State University Corvallis, OR 97331, USA.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Dai</LastName><ForeName>Hong-Jie</ForeName><Initials>HJ</Initials><AffiliationInfo><Affiliation>Department of Computer Science and Information Engineering, National Taitung University, Taitung, Taiwan.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Ferrell</LastName><ForeName>Barbra</ForeName><Initials>B</Initials><AffiliationInfo><Affiliation>College of Agriculture and Natural Resources, University of Delaware, Newark, DE 19711, USA.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Fluck</LastName><ForeName>Juliane</ForeName><Initials>J</Initials><AffiliationInfo><Affiliation>Fraunhofer Institute for Algorithms and Scientific Computing, Schloss Birlinghoven, 53754 St. Augustin, Germany.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Gama-Castro</LastName><ForeName>Socorro</ForeName><Initials>S</Initials><AffiliationInfo><Affiliation>Centro de Ciencias Genómicas, Universidad Nacional Autónoma de México, 04510 Ciudad de México, México.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>George</LastName><ForeName>Nancy</ForeName><Initials>N</Initials><AffiliationInfo><Affiliation>SourceData, EMBO, Heidelberg, Germany.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Gkoutos</LastName><ForeName>Georgios</ForeName><Initials>G</Initials><AffiliationInfo><Affiliation>College of Medical and Dental Sciences, Institute of Cancer and Genomic Sciences, Centre for Computational Biology, University of Birmingham, Birmingham B15 2TT, UK Institute of Translational Medicine, University Hospitals Birmingham NHS Foundation Trust, Birmingham B15 2TT, UK.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Irin</LastName><ForeName>Afroza K</ForeName><Initials>AK</Initials><AffiliationInfo><Affiliation>Life Science Informatics, University of Bonn, Bonn, Germany.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Jensen</LastName><ForeName>Lars J</ForeName><Initials>LJ</Initials><AffiliationInfo><Affiliation>Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Jimenez</LastName><ForeName>Silvia</ForeName><Initials>S</Initials><AffiliationInfo><Affiliation>Blue Brain Project, École Polytechnique Fédérale de Lausanne (EPFL) Biotech Campus, Geneva, Switzerland.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Jue</LastName><ForeName>Toni R</ForeName><Initials>TR</Initials><AffiliationInfo><Affiliation>Prince of Wales Clinical School, University of New South Wales NSW, Sydney, New South Wales, Australia.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Keseler</LastName><ForeName>Ingrid</ForeName><Initials>I</Initials><AffiliationInfo><Affiliation>SRI International, Menlo Park, CA 94025, USA.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Madan</LastName><ForeName>Sumit</ForeName><Initials>S</Initials><AffiliationInfo><Affiliation>Fraunhofer Institute for Algorithms and Scientific Computing, Schloss Birlinghoven, 53754 St. Augustin, Germany.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Matos</LastName><ForeName>Sérgio</ForeName><Initials>S</Initials><AffiliationInfo><Affiliation>DETI/IEETA, University of Aveiro, Campus Universitário de Santiago, Aveiro 3810-193, Portugal.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>McQuilton</LastName><ForeName>Peter</ForeName><Initials>P</Initials><AffiliationInfo><Affiliation>Oxford e-Research Centre, University of Oxford, Oxford, UK.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Milacic</LastName><ForeName>Marija</ForeName><Initials>M</Initials><AffiliationInfo><Affiliation>Department of Informatics and Bio-Computing, Ontario Institute for Cancer Research, Toronto, ON M5G0A3, Canada.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Mort</LastName><ForeName>Matthew</ForeName><Initials>M</Initials><AffiliationInfo><Affiliation>HGMD, Institute of Medical Genetics, Cardiff University, Heath Park, Cardiff, UK.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Natarajan</LastName><ForeName>Jeyakumar</ForeName><Initials>J</Initials><AffiliationInfo><Affiliation>Department of Bioinformatics, Bharathiar University, Coimbatore, Tamil Nadu, India.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Pafilis</LastName><ForeName>Evangelos</ForeName><Initials>E</Initials><AffiliationInfo><Affiliation>Institute of Marine Biology, Biotechnology and Aquaculture, Hellenic Centre for Marine Research, Heraklion, Crete, Greece.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Pereira</LastName><ForeName>Emiliano</ForeName><Initials>E</Initials><AffiliationInfo><Affiliation>Microbial Genomics and Bioinformatics Group, Max Planck Institute for Marine Microbiology, Bremen, Germany.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Rao</LastName><ForeName>Shruti</ForeName><Initials>S</Initials><AffiliationInfo><Affiliation>Innovation Center for Biomedical Informatics (ICBI), Georgetown University, Washington, DC 20007, USA.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Rinaldi</LastName><ForeName>Fabio</ForeName><Initials>F</Initials><AffiliationInfo><Affiliation>Institute of Computational Linguistics, University of Zurich, Zurich, Switzerland.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Rothfels</LastName><ForeName>Karen</ForeName><Initials>K</Initials><AffiliationInfo><Affiliation>Department of Informatics and Bio-Computing, Ontario Institute for Cancer Research, Toronto, ON M5G0A3, Canada.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Salgado</LastName><ForeName>David</ForeName><Initials>D</Initials><AffiliationInfo><Affiliation>GMGF, Aix-Marseille Universite, 13385 Marseille, France Inserm, UMR_S 910, 13385 Marseille, France.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Silva</LastName><ForeName>Raquel M</ForeName><Initials>RM</Initials><AffiliationInfo><Affiliation>Department of Medical Sciences, iBiMED & IEETA, University of Aveiro, 3810-193 Aveiro, Portugal.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Singh</LastName><ForeName>Onkar</ForeName><Initials>O</Initials><AffiliationInfo><Affiliation>Taipei Medical University Graduate Institute of Biomedical informatics, Taipei, Taiwan.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Stefancsik</LastName><ForeName>Raymund</ForeName><Initials>R</Initials><AffiliationInfo><Affiliation>Department of Genetics, University of Cambridge, Cambridge, UK.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Su</LastName><ForeName>Chu-Hsien</ForeName><Initials>CH</Initials><AffiliationInfo><Affiliation>Institute of Information Science, Academia Sinica, Taipei, Taiwan.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Subramani</LastName><ForeName>Suresh</ForeName><Initials>S</Initials><AffiliationInfo><Affiliation>Department of Bioinformatics, Bharathiar University, Coimbatore, Tamil Nadu, India.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Tadepally</LastName><ForeName>Hamsa D</ForeName><Initials>HD</Initials><AffiliationInfo><Affiliation>Freelance Scientific Curator, Cleveland, OH, USA.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Tsaprouni</LastName><ForeName>Loukia</ForeName><Initials>L</Initials><AffiliationInfo><Affiliation>Institute of Sport and Physical Activity Research (ISPAR), University of Bedfordshire, Bedford, UK.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Vasilevsky</LastName><ForeName>Nicole</ForeName><Initials>N</Initials><AffiliationInfo><Affiliation>Ontology Development Group, Oregon Health & Science University, Portland, OR 97239, USA.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Wang</LastName><ForeName>Xiaodong</ForeName><Initials>X</Initials><AffiliationInfo><Affiliation>WormBase Consortium, Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA 91125, USA.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Chatr-Aryamontri</LastName><ForeName>Andrew</ForeName><Initials>A</Initials><AffiliationInfo><Affiliation>Institute for Research in Immunology and Cancer, Université de Montréal, Montréal, Canada.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Laulederkind</LastName><ForeName>Stanley J F</ForeName><Initials>SJ</Initials><AffiliationInfo><Affiliation>Medical College of Wisconsin, Milwaukee, WI 53226, USA.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Matis-Mitchell</LastName><ForeName>Sherri</ForeName><Initials>S</Initials><AffiliationInfo><Affiliation>Reed Elsevier, Philadelphia, PA 19103, USA.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>McEntyre</LastName><ForeName>Johanna</ForeName><Initials>J</Initials><AffiliationInfo><Affiliation>European Bioinformatics Institute (EMBL-EBI), Hinxton, UK.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Orchard</LastName><ForeName>Sandra</ForeName><Initials>S</Initials><AffiliationInfo><Affiliation>European Bioinformatics Institute (EMBL-EBI), Hinxton, UK.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Pundir</LastName><ForeName>Sangya</ForeName><Initials>S</Initials><AffiliationInfo><Affiliation>European Bioinformatics Institute (EMBL-EBI), Hinxton, UK.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Rodriguez-Esteban</LastName><ForeName>Raul</ForeName><Initials>R</Initials><AffiliationInfo><Affiliation>Roche Innovation Center Basel, F. 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H</ForeName><Initials>CH</Initials><AffiliationInfo><Affiliation>Center for Bioinformatics and Computational Biology, University of Delaware, Newark, DE, 19711, USA Department of Computer and Information Sciences, University of Delaware, Newark, DE, 19711, USA.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Hirschman</LastName><ForeName>Lynette</ForeName><Initials>L</Initials><AffiliationInfo><Affiliation>The MITRE Corporation, Bedford, MA 01730, USA.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Arighi</LastName><ForeName>Cecilia N</ForeName><Initials>CN</Initials><AffiliationInfo><Affiliation>Center for Bioinformatics and Computational Biology, University of Delaware, Newark, DE, 19711, USA Department of Computer and Information Sciences, University of Delaware, Newark, DE, 19711, USA arighi@dbi.udel.edu.</Affiliation></AffiliationInfo></Author></AuthorList><Language>eng</Language><GrantList CompleteYN="Y"><Grant><GrantID>R13 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Version="1">26157623</PMID></CommentsCorrections></CommentsCorrectionsList><OtherID Source="NLM">PMC5009325</OtherID></MedlineCitation><PubmedData><History><PubMedPubDate PubStatus="received"><Year>2016</Year><Month>04</Month><Day>04</Day></PubMedPubDate><PubMedPubDate PubStatus="accepted"><Year>2016</Year><Month>07</Month><Day>28</Day></PubMedPubDate><PubMedPubDate PubStatus="entrez"><Year>2016</Year><Month>9</Month><Day>4</Day><Hour>6</Hour><Minute>0</Minute></PubMedPubDate><PubMedPubDate PubStatus="pubmed"><Year>2016</Year><Month>9</Month><Day>4</Day><Hour>6</Hour><Minute>0</Minute></PubMedPubDate><PubMedPubDate PubStatus="medline"><Year>2016</Year><Month>9</Month><Day>4</Day><Hour>6</Hour><Minute>0</Minute></PubMedPubDate></History><PublicationStatus>epublish</PublicationStatus><ArticleIdList><ArticleId IdType="pubmed">27589961</ArticleId><ArticleId IdType="pii">baw119</ArticleId><ArticleId IdType="doi">10.1093/database/baw119</ArticleId><ArticleId 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