{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,18]],"date-time":"2025-12-18T08:56:57Z","timestamp":1766048217282,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":15,"publisher":"ACM","license":[{"start":{"date-parts":[[2010,11,11]],"date-time":"2010-11-11T00:00:00Z","timestamp":1289433600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2010,11,11]]},"DOI":"10.1145\/1882992.1882999","type":"proceedings-article","created":{"date-parts":[[2010,11,12]],"date-time":"2010-11-12T14:38:38Z","timestamp":1289572718000},"page":"28-35","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":18,"title":["Modeling annotation time to reduce workload in comparative effectiveness reviews"],"prefix":"10.1145","author":[{"given":"Byron C.","family":"Wallace","sequence":"first","affiliation":[{"name":"Tufts Medical Center, Boston, MA &amp; Tufts University, Medford, MA, USA"}]},{"given":"Kevin","family":"Small","sequence":"additional","affiliation":[{"name":"Tufts University, Medford, MA, USA"}]},{"given":"Carla E.","family":"Brodley","sequence":"additional","affiliation":[{"name":"Tufts University, Medford, MA, USA"}]},{"given":"Joseph","family":"Lau","sequence":"additional","affiliation":[{"name":"Tufts Medical Center, Boston, MA, USA"}]},{"given":"Thomas A.","family":"Trikalinos","sequence":"additional","affiliation":[{"name":"Tufts Medical Center, Boston, MA, USA"}]}],"member":"320","published-online":{"date-parts":[[2010,11,11]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Mar","author":"Wheeler P.","year":"2003","unstructured":"P. Wheeler , E. Balk , K. Bresnahan , B. Shephard , J. Lau , D. DeVine , M. Chung , and K. Miller . Criteria for determining disability in infants and children: short stature. Evidence Report\/Technology Assessment No. 73. Prepared by New England Medical Center Evidence-based Practice Center under Contract No. 290-97-001 , Mar 2003 . P. Wheeler, E. Balk, K. Bresnahan, B. Shephard, J. Lau, D. DeVine, M. Chung, and K. Miller. Criteria for determining disability in infants and children: short stature. Evidence Report\/Technology Assessment No. 73. Prepared by New England Medical Center Evidence-based Practice Center under Contract No. 290-97-001, Mar 2003."},{"key":"e_1_3_2_1_2_1","unstructured":"C. Cole G. Binney P. Casey J. Fiascone J. Hagadorn C. Kim C. Wang D. Devine K. Miller and J. Lau. Criteria for determining disability in infants and children: Low birth weight. Evidence Report\/Technology Assessment No. 70. Prepared by New England Medical Center Evidence-based Practice Center under Contract No. 290-97-0019 2002.  C. Cole G. Binney P. Casey J. Fiascone J. Hagadorn C. Kim C. Wang D. Devine K. Miller and J. Lau. Criteria for determining disability in infants and children: Low birth weight. Evidence Report\/Technology Assessment No. 70. Prepared by New England Medical Center Evidence-based Practice Center under Contract No. 290-97-0019 2002."},{"key":"e_1_3_2_1_3_1","volume-title":"Mar","author":"Perrin E.","year":"2003","unstructured":"E. Perrin , C. Cole , D. Frank , S. Glicken , N. Guerina , K. Petit , R. Sege , M. Volpe , P. Chew , C. MeFadden , D. Devine , K. Miller , and J. Lau . Criteria for determining disability in infants and children: failure to thrive. Evidence Report\/Technology Assessment No. 72. Prepared by New England Medical Center Evidence-based Practice Center under Contract No. 290-97-0019 , Mar 2003 . E. Perrin, C. Cole, D. Frank, S. Glicken, N. Guerina, K. Petit, R. Sege, M. Volpe, P. Chew, C. MeFadden, D. Devine, K. Miller, and J. Lau. Criteria for determining disability in infants and children: failure to thrive. Evidence Report\/Technology Assessment No. 72. Prepared by New England Medical Center Evidence-based Practice Center under Contract No. 290-97-0019, Mar 2003."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.5555\/1564131.1564136"},{"key":"e_1_3_2_1_5_1","first-page":"296","volume-title":"Empirical Methods on Natural Language Processing (EMNLP)","author":"Baldridge J.","year":"2009","unstructured":"J. Baldridge and A. Palmer . How well does active learning actually work?: Time-based evaluation of cost-reduction strategies for language documentation . In Empirical Methods on Natural Language Processing (EMNLP) , pages 296 -- 305 . Association for Computational Linguistics , 2009 . J. Baldridge and A. Palmer. How well does active learning actually work?: Time-based evaluation of cost-reduction strategies for language documentation. In Empirical Methods on Natural Language Processing (EMNLP), pages 296--305. Association for Computational Linguistics, 2009."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/1458082.1458165"},{"key":"e_1_3_2_1_7_1","volume-title":"NIPS Workshop on Cost Sensitive Learning","author":"Haertel R.","year":"2009","unstructured":"R. Haertel , K. Seppi , E. Ringger , and J. Carroll . Return on investment for active learning . In NIPS Workshop on Cost Sensitive Learning , 2009 . R. Haertel, K. Seppi, E. Ringger, and J. Carroll. Return on investment for active learning. In NIPS Workshop on Cost Sensitive Learning, 2009."},{"key":"e_1_3_2_1_8_1","volume-title":"AAAI Workshop on Learning from Imbalanced Data Sets","author":"Japkowicz N.","year":"2000","unstructured":"N. Japkowicz . Learning from imbalanced data sets: A comparison of various strategies . AAAI Workshop on Learning from Imbalanced Data Sets , 2000 . N. Japkowicz. Learning from imbalanced data sets: A comparison of various strategies. AAAI Workshop on Learning from Imbalanced Data Sets, 2000."},{"key":"e_1_3_2_1_9_1","first-page":"350","volume-title":"International Conference on Machine Learning (ICML)","author":"Mccallum A.","year":"1998","unstructured":"A. Mccallum and K. Nigam . Employing EM and pool-based active learning for text classification . In International Conference on Machine Learning (ICML) , pages 350 -- 358 , San Francisco, CA, USA , 1998 . A. Mccallum and K. Nigam. Employing EM and pool-based active learning for text classification. In International Conference on Machine Learning (ICML), pages 350--358, San Francisco, CA, USA, 1998."},{"key":"e_1_3_2_1_11_1","first-page":"1069","volume-title":"Proceedings of the Neural Information Processing Systems (NIPS) Workshop on Cost-Sensitive Learning","author":"Settles B.","year":"2008","unstructured":"B. Settles , M. Craven , and L. Friedland . Active learning with real annotation costs . In Proceedings of the Neural Information Processing Systems (NIPS) Workshop on Cost-Sensitive Learning , pages 1069 -- 1078 . Citeseer , 2008 . B. Settles, M. Craven, and L. Friedland. Active learning with real annotation costs. In Proceedings of the Neural Information Processing Systems (NIPS) Workshop on Cost-Sensitive Learning, pages 1069--1078. Citeseer, 2008."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.5555\/1564131.1564140"},{"key":"e_1_3_2_1_13_1","first-page":"999","volume-title":"Journal of Machine Learning Research","author":"Tong S.","year":"2000","unstructured":"S. Tong and D. Koller . Support vector machine active learning with applications to text classification . In Journal of Machine Learning Research , pages 999 -- 1006 , 2000 . S. Tong and D. Koller. Support vector machine active learning with applications to text classification. In Journal of Machine Learning Research, pages 999--1006, 2000."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1177\/0272989X06295361"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/1835804.1835829"},{"key":"e_1_3_2_1_16_1","first-page":"11","article-title":"Semi-automated screening of biomedical citations for systematic reviews","author":"Wallace B. C.","year":"2010","unstructured":"B. C. Wallace , T. A. Trikalinos , J. Lau , C. E. Brodley , and C. H. Schmid . Semi-automated screening of biomedical citations for systematic reviews . BMC Bioinformatics , 11 , 2010 . B. C. Wallace, T. A. Trikalinos, J. Lau, C. E. Brodley, and C. H. Schmid. Semi-automated screening of biomedical citations for systematic reviews. BMC Bioinformatics, 11, 2010.","journal-title":"BMC Bioinformatics"}],"event":{"name":"IHI '10: ACM International Health Informatics Symposium","sponsor":["SIGHIT ACM Special Interest Group on Health Informatics"],"location":"Arlington Virginia USA","acronym":"IHI '10"},"container-title":["Proceedings of the 1st ACM International Health Informatics Symposium"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1882992.1882999","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/1882992.1882999","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T10:52:11Z","timestamp":1750243931000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1882992.1882999"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010,11,11]]},"references-count":15,"alternative-id":["10.1145\/1882992.1882999","10.1145\/1882992"],"URL":"https:\/\/doi.org\/10.1145\/1882992.1882999","relation":{},"subject":[],"published":{"date-parts":[[2010,11,11]]},"assertion":[{"value":"2010-11-11","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}