TY - STD TI - Kenealy T, Arroll B. Antibiotics for the common cold and acute purulent rhinitis. Cochrane Database of Systematic Reviews. 2013. https://doi.org/10.1002/14651858.CD000247.pub3/abstract cited 2019 13 Dec. ID - ref1 ER - TY - JOUR AU - Gonzales, R. AU - Malone, D. C. AU - Maselli, J. H. AU - Sande, M. A. PY - 2001 DA - 2001// TI - Excessive antibiotic use for acute respiratory infections in the United States JO - Clin Infect Dis VL - 33 UR - https://doi.org/10.1086/322627 DO - 10.1086/322627 ID - Gonzales2001 ER - TY - JOUR AU - Gonzales, R. AU - Bartlett, J. G. AU - Besser, R. E. AU - Cooper, R. J. AU - Hickner, J. M. AU - Hoffman, J. R. PY - 2001 DA - 2001// TI - Principles of appropriate antibiotic use for treatment of acute respiratory tract infections in adults: background, specific aims, and methods JO - Ann Emerg Med VL - 37 UR - https://doi.org/10.1067/S0196-0644(01)70087-X DO - 10.1067/S0196-0644(01)70087-X ID - Gonzales2001 ER - TY - STD TI - Smith SM, Fahey T, Smucny J, Becker LA. Antibiotics for acute bronchitis. Cochrane Database Syst Rev. 2017. https://doi.org/10.1002/14651858.CD000245.pub4/full cited 2019 13 Dec. ID - ref4 ER - TY - STD TI - Aabenhus R, Jensen J-US, Jørgensen KJ, Hróbjartsson A, Bjerrum L. Biomarkers as point-of-care tests to guide prescription of antibiotics in patients with acute respiratory infections in primary care. Cochrane Database of Syst Rev. 2014. https://doi.org/10.1002/14651858.CD010130.pub2/full cited 2019 13 Dec. ID - ref5 ER - TY - JOUR AU - Xu, K. T. AU - Roberts, D. AU - Sulapas, I. AU - Martinez, O. AU - Berk, J. AU - Baldwin, J. PY - 2013 DA - 2013// TI - Over-prescribing of antibiotics and imaging in the management of uncomplicated URIs in emergency departments JO - BMC Emerg Med VL - 13 UR - https://doi.org/10.1186/1471-227X-13-7 DO - 10.1186/1471-227X-13-7 ID - Xu2013 ER - TY - JOUR AU - Thorpe, J. M. AU - Smith, S. R. AU - Trygstad, T. K. PY - 2004 DA - 2004// TI - Trends in emergency department antibiotic prescribing for acute respiratory tract infections JO - Ann Pharmacother VL - 38 UR - https://doi.org/10.1345/aph.1D380 DO - 10.1345/aph.1D380 ID - Thorpe2004 ER - TY - JOUR AU - Mainous, A. G. AU - Saxena, S. AU - Hueston, W. J. AU - Everett, C. J. AU - Majeed, A. PY - 2006 DA - 2006// TI - Ambulatory antibiotic prescribing for acute bronchitis and cough and hospital admissions for respiratory infections: time trends analysis JO - J R Soc Med VL - 99 UR - https://doi.org/10.1177/014107680609900719 DO - 10.1177/014107680609900719 ID - Mainous2006 ER - TY - JOUR AU - Ebell, M. H. AU - Radke, T. PY - 2015 DA - 2015// TI - Antibiotic use for viral acute respiratory tract infections remains common JO - Am J Manag Care VL - 21 ID - Ebell2015 ER - TY - JOUR AU - Donnelly, J. P. AU - Baddley, J. W. AU - Wang, H. E. PY - 2014 DA - 2014// TI - Antibiotic utilization for acute respiratory tract infections in U.S. emergency departments JO - Antimicrob Agents Chemother VL - 58 UR - https://doi.org/10.1128/AAC.02039-13 DO - 10.1128/AAC.02039-13 ID - Donnelly2014 ER - TY - JOUR AU - Paul, P. AU - Heng, B. H. AU - Seow, E. AU - Molina, J. AU - Tay, S. Y. PY - 2010 DA - 2010// TI - Predictors of frequent attenders of emergency department at an acute general hospital in Singapore JO - Emerg Med J VL - 27 UR - https://doi.org/10.1136/emj.2009.079160 DO - 10.1136/emj.2009.079160 ID - Paul2010 ER - TY - JOUR AU - Chan, J. S. -. E. AU - Tin, A. S. AU - Chow, W. L. AU - Tiah, L. AU - Tiru, M. AU - Lee, C. E. PY - 2018 DA - 2018// TI - Frequent attenders at the emergency department: an analysis of characteristics and utilisation trends JO - Proceed Singapore Healthcare VL - 27 UR - https://doi.org/10.1177/2010105817715271 DO - 10.1177/2010105817715271 ID - Chan2018 ER - TY - JOUR AU - Lee, W. PY - 2005 DA - 2005// TI - Antibiotic prescribing for patients with upper respiratory tract infections by emergency physicians in a Singapore tertiary hospital JO - Hong Kong J Emerg Med VL - 12 UR - https://doi.org/10.1177/102490790501200207 DO - 10.1177/102490790501200207 ID - Lee2005 ER - TY - JOUR AU - Costelloe, C. AU - Metcalfe, C. AU - Lovering, A. AU - Mant, D. AU - Hay, A. D. PY - 2010 DA - 2010// TI - Effect of antibiotic prescribing in primary care on antimicrobial resistance in individual patients: systematic review and meta-analysis JO - BMJ. VL - 340 UR - https://doi.org/10.1136/bmj.c2096 DO - 10.1136/bmj.c2096 ID - Costelloe2010 ER - TY - JOUR AU - Bell, B. G. AU - Schellevis, F. AU - Stobberingh, E. AU - Goossens, H. AU - Pringle, M. PY - 2014 DA - 2014// TI - A systematic review and meta-analysis of the effects of antibiotic consumption on antibiotic resistance JO - BMC Infect Dis VL - 14 UR - https://doi.org/10.1186/1471-2334-14-13 DO - 10.1186/1471-2334-14-13 ID - Bell2014 ER - TY - STD TI - Olesen SW, Barnett ML, MacFadden DR, Brownstein JS, Hernández-Díaz S, Lipsitch M, et al. The distribution of antibiotic use and its association with antibiotic resistance. eLife:7 Available from: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6307856/ [cited 2019 18 Oct]. UR - https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6307856/ ID - ref16 ER - TY - JOUR AU - Temkin, E. AU - Fallach, N. AU - Almagor, J. AU - Gladstone, B. P. AU - Tacconelli, E. AU - Carmeli, Y. PY - 2018 DA - 2018// TI - Estimating the number of infections caused by antibiotic-resistant Escherichia coli and Klebsiella pneumoniae in 2014: a modelling study JO - Lancet Glob Health VL - 6 UR - https://doi.org/10.1016/S2214-109X(18)30278-X DO - 10.1016/S2214-109X(18)30278-X ID - Temkin2018 ER - TY - JOUR AU - Cassini, A. AU - Högberg, L. D. AU - Plachouras, D. AU - Quattrocchi, A. AU - Hoxha, A. AU - Simonsen, G. S. PY - 2019 DA - 2019// TI - Attributable deaths and disability-adjusted life-years caused by infections with antibiotic-resistant bacteria in the EU and the European economic area in 2015: a population-level modelling analysis JO - Lancet Infect Dis VL - 19 UR - https://doi.org/10.1016/S1473-3099(18)30605-4 DO - 10.1016/S1473-3099(18)30605-4 ID - Cassini2019 ER - TY - STD TI - Founou RC, Founou LL, Essack SY. Clinical and economic impact of antibiotic resistance in developing countries: A systematic review and meta-analysis. PLoS One. 2017;12 Available from: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5739407/ [cited 2019 18 Jul]. UR - https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5739407/ ID - ref19 ER - TY - JOUR AU - Teng, C. B. AU - Lee, W. AU - Yeo, C. L. AU - Lee, S. Y. AU - Ng, T. M. AU - Yeoh, S. F. PY - 2012 DA - 2012// TI - Guidelines for antimicrobial stewardship training and practice JO - Ann Acad Med Singap VL - 41 ID - Teng2012 ER - TY - JOUR AU - Chow, A. L. AU - Ang, A. AU - Chow, C. Z. AU - Ng, T. M. AU - Teng, C. AU - Ling, L. M. PY - 2016 DA - 2016// TI - Implementation hurdles of an interactive, integrated, point-of-care computerised decision support system for hospital antibiotic prescription JO - Int J Antimicrob Agents VL - 47 UR - https://doi.org/10.1016/j.ijantimicag.2015.12.006 DO - 10.1016/j.ijantimicag.2015.12.006 ID - Chow2016 ER - TY - STD TI - Chan YY, MAB I, Wong CM, Ooi CK, Chow A. Determinants of antibiotic prescribing for upper respiratory tract infections in an emergency department with good primary care access: a qualitative analysis. Epidemiol Infect. 2019;147 Available from: https://www.cambridge.org/core/journals/epidemiology-and-infection/article/determinants-of-antibiotic-prescribing-for-upper-respiratory-tract-infections-in-an-emergency-department-with-good-primary-care-access-a-qualitative-analysis/5471BF1F74EA361F7AA09655C13BF884/core-reader [cited 2019 15 Jul]. UR - https://www.cambridge.org/core/journals/epidemiology-and-infection/article/determinants-of-antibiotic-prescribing-for-upper-respiratory-tract-infections-in-an-emergency-department-with-good-primary-care-access-a-qualitative-analysis/5471BF1F74EA361F7AA09655C13BF884/core-reader ID - ref22 ER - TY - JOUR AU - May, L. AU - Gudger, G. AU - Armstrong, P. AU - Brooks, G. AU - Hinds, P. AU - Bhat, R. PY - 2014 DA - 2014// TI - Multisite exploration of clinical decision-making for antibiotic use by emergency medicine providers using quantitative and qualitative methods JO - Infect Control Hosp Epidemiol VL - 35 UR - https://doi.org/10.1086/677637 DO - 10.1086/677637 ID - May2014 ER - TY - JOUR AU - Lee, T. -. H. AU - Wong, J. G. AU - Lye, D. C. AU - Chen, M. I. AU - Loh, V. W. AU - Leo, Y. -. S. PY - 2017 DA - 2017// TI - Medical and psychosocial factors associated with antibiotic prescribing in primary care: survey questionnaire and factor analysis JO - Br J Gen Pract VL - 67 UR - https://doi.org/10.3399/bjgp17X688885 DO - 10.3399/bjgp17X688885 ID - Lee2017 ER - TY - JOUR AU - Rebnord, I. K. AU - Sandvik, H. AU - Mjelle, A. B. AU - Hunskaar, S. PY - 2017 DA - 2017// TI - Factors predicting antibiotic prescription and referral to hospital for children with respiratory symptoms: secondary analysis of a randomised controlled study at out-of-hours services in primary care JO - BMJ Open VL - 7 UR - https://doi.org/10.1136/bmjopen-2016-012992 DO - 10.1136/bmjopen-2016-012992 ID - Rebnord2017 ER - TY - STD TI - Oonsivilai M, Mo Y, Luangasanatip N, Lubell Y, Miliya T, Tan P, et al. Using machine learning to guide targeted and locally-tailored empiric antibiotic prescribing in a children’s hospital in Cambodia. Wellcome Open Res. 2018;3 Available from: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6352926/ [cited 2019 15 Jul]. UR - https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6352926/ ID - ref26 ER - TY - STD TI - van de Maat J, Nieboer D, Thompson M, Lakhanpaul M, Moll H, Oostenbrink R. Can clinical prediction models assess antibiotic need in childhood pneumonia? A validation study in paediatric emergency care. PLoS One. 2019;14 Available from: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6563975/ [cited 2019 18 Jul]. UR - https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6563975/ ID - ref27 ER - TY - STD TI - Irwin AD, Grant A, Williams R, Kolamunnage-Dona R, Drew RJ, Paulus S, et al. Predicting risk of serious bacterial infections in febrile children in the emergency department. Pediatrics. 2017;28(2):140. https://doi.org/10.1542/peds.2016-2853. ID - ref28 ER - TY - JOUR AU - Flanders, S. A. AU - Stein, J. AU - Shochat, G. AU - Sellers, K. AU - Holland, M. AU - Maselli, J. PY - 2004 DA - 2004// TI - Performance of a bedside c-reactive protein test in the diagnosis of community-acquired pneumonia in adults with acute cough JO - Am J Med VL - 116 UR - https://doi.org/10.1016/j.amjmed.2003.11.023 DO - 10.1016/j.amjmed.2003.11.023 ID - Flanders2004 ER - TY - JOUR AU - Hopstaken, R. M. AU - Muris, J. W. AU - Knottnerus, J. A. AU - Kester, A. D. AU - Rinkens, P. E. AU - Dinant, G. J. PY - 2003 DA - 2003// TI - Contributions of symptoms, signs, erythrocyte sedimentation rate, and C-reactive protein to a diagnosis of pneumonia in acute lower respiratory tract infection JO - Br J Gen Pract VL - 53 ID - Hopstaken2003 ER - TY - JOUR AU - Charlson, M. E. AU - Pompei, P. AU - Ales, K. L. AU - MacKenzie, C. R. PY - 1987 DA - 1987// TI - A new method of classifying prognostic comorbidity in longitudinal studies: development and validation JO - J Chronic Dis VL - 40 UR - https://doi.org/10.1016/0021-9681(87)90171-8 DO - 10.1016/0021-9681(87)90171-8 ID - Charlson1987 ER - TY - STD TI - Therneau TM, Atkinson EJ, Foundation M. An introduction to recursive partitioning using the RPART routines. R Journal. 2019. ID - ref32 ER - TY - JOUR AU - Williams, G. J. PY - 2009 DA - 2009// TI - Rattle: a data mining GUI for R JO - R Journal VL - 1 UR - https://doi.org/10.32614/RJ-2009-016 DO - 10.32614/RJ-2009-016 ID - Williams2009 ER - TY - STD TI - Hastie T, Qian J. An Introduction to glmnet. The R Journal. 2016; Available from: https://cran.r-project.org/web/packages/glmnet/vignettes/glmnet.pdf. UR - https://cran.r-project.org/web/packages/glmnet/vignettes/glmnet.pdf ID - ref34 ER - TY - STD TI - Spurling GK, Mar CBD, Dooley L, Foxlee R, Farley R. Delayed antibiotic prescriptions for respiratory infections. Cochrane Database Syst Rev. 2017. https://doi.org/10.1002/14651858.CD004417.pub5/full cited 2019 Jul 16. ID - ref35 ER - TY - JOUR AU - Christodoulou, E. AU - Ma, J. AU - Collins, G. S. AU - Steyerberg, E. W. AU - Verbakel, J. Y. AU - Calster, B. PY - 2019 DA - 2019// TI - A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models JO - J Clin Epidemiol VL - 110 UR - https://doi.org/10.1016/j.jclinepi.2019.02.004 DO - 10.1016/j.jclinepi.2019.02.004 ID - Christodoulou2019 ER - TY - JOUR AU - Nijman, R. G. AU - Vergouwe, Y. AU - Thompson, M. AU - Veen, M. AU - AHJ, v. M. AU - Lei, J. PY - 2013 DA - 2013// TI - Clinical prediction model to aid emergency doctors managing febrile children at risk of serious bacterial infections: diagnostic study JO - BMJ VL - 346 UR - https://doi.org/10.1136/bmj.f1706 DO - 10.1136/bmj.f1706 ID - Nijman2013 ER - TY - JOUR AU - Bruel, A. V. AU - Hall, H. AU - Aertgeerts, B. AU - Bruyninckx, R. AU - Aerts, M. AU - Buntinx, F. PY - 2007 DA - 2007// TI - Signs and symptoms for diagnosis of serious infections in children: a prospective study in primary careCommentary JO - Br J Gen Pract VL - 57 ID - Bruel2007 ER - TY - JOUR AU - Monto, A. S. AU - Gravenstein, S. AU - Elliott, M. AU - Colopy, M. AU - Schweinle, J. PY - 2000 DA - 2000// TI - Clinical signs and symptoms predicting influenza infection JO - Arch Intern Med VL - 160 UR - https://doi.org/10.1001/archinte.160.21.3243 DO - 10.1001/archinte.160.21.3243 ID - Monto2000 ER - TY - JOUR AU - Ho, Z. J. M. AU - Zhao, X. AU - Cook, A. R. AU - Loh, J. P. AU - Ng, S. H. AU - Tan, B. H. PY - 2015 DA - 2015// TI - Clinical differences between respiratory viral and bacterial mono- and dual pathogen detected among Singapore military servicemen with febrile respiratory illness JO - Influenza Other Respir Viruses VL - 9 UR - https://doi.org/10.1111/irv.12312 DO - 10.1111/irv.12312 ID - Ho2015 ER - TY - JOUR AU - Lam, P. -. P. AU - Coleman, B. L. AU - Green, K. AU - Powis, J. AU - Richardson, D. AU - Katz, K. PY - 2016 DA - 2016// TI - Predictors of influenza among older adults in the emergency department JO - BMC Infect Dis VL - 16 UR - https://doi.org/10.1186/s12879-016-1966-4 DO - 10.1186/s12879-016-1966-4 ID - Lam2016 ER - TY - JOUR AU - Michiels, B. AU - Thomas, I. AU - Royen, P. AU - Coenen, S. PY - 2011 DA - 2011// TI - Clinical prediction rules combining signs, symptoms and epidemiological context to distinguish influenza from influenza-like illnesses in primary care: a cross sectional study JO - BMC Fam Pract VL - 12 UR - https://doi.org/10.1186/1471-2296-12-4 DO - 10.1186/1471-2296-12-4 ID - Michiels2011 ER - TY - JOUR AU - Haran, J. P. AU - Beaudoin, F. L. AU - Suner, S. AU - Lu, S. PY - 2013 DA - 2013// TI - C-reactive protein as predictor of bacterial infection among patients with an influenza-like illness JO - Am J Emerg Med VL - 31 UR - https://doi.org/10.1016/j.ajem.2012.06.026 DO - 10.1016/j.ajem.2012.06.026 ID - Haran2013 ER - TY - JOUR AU - Estabragh, Z. R. AU - Mamas, M. A. PY - 2013 DA - 2013// TI - The cardiovascular manifestations of influenza: a systematic review JO - Int J Cardiol VL - 167 UR - https://doi.org/10.1016/j.ijcard.2013.01.274 DO - 10.1016/j.ijcard.2013.01.274 ID - Estabragh2013 ER - TY - JOUR AU - Li, X. AU - Dunn, J. AU - Salins, D. AU - Zhou, G. AU - Zhou, W. AU - Rose, S. M. S. -. F. PY - 2017 DA - 2017// TI - Digital health: tracking Physiomes and activity using wearable biosensors reveals useful health-related information JO - PLoS Biol VL - 15 UR - https://doi.org/10.1371/journal.pbio.2001402 DO - 10.1371/journal.pbio.2001402 ID - Li2017 ER - TY - JOUR AU - Ang, L. W. AU - Cutter, J. AU - James, L. AU - Goh, K. T. PY - 2017 DA - 2017// TI - Factors associated with influenza vaccine uptake in older adults living in the community in Singapore JO - Epidemiol Infect VL - 145 UR - https://doi.org/10.1017/S0950268816002491 DO - 10.1017/S0950268816002491 ID - Ang2017 ER - TY - JOUR AU - Melbye, H. AU - Hvidsten, D. AU - Holm, A. AU - Nordbø, S. A. AU - Brox, J. PY - 2004 DA - 2004// TI - The course of C-reactive protein response in untreated upper respiratory tract infection JO - Br J Gen Pract VL - 54 ID - Melbye2004 ER - TY - STD TI - Hu L, Shi Q, Shi M, Liu R, Wang C. Diagnostic Value of PCT and CRP for Detecting Serious Bacterial Infections in Patients With Fever of Unknown Origin: A Systematic Review and Meta-analysis. Appl Immunohistochem Mol Morphol. 2017:25 Available from: insights.ovid.com [cited 2020 10 Jan]. UR - http://insights.ovid.com ID - ref48 ER -