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von Lucadou M, Ganslandt T, Prokosch HU, Toddenroth D. Feasibility analysis of conducting observational studies with the electronic health record. BMC Med Inform Decis Mak 2019; 19:202. [PMID: 31660955 PMCID: PMC6819452 DOI: 10.1186/s12911-019-0939-0] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2018] [Accepted: 10/16/2019] [Indexed: 12/20/2022] Open
Abstract
Background The secondary use of electronic health records (EHRs) promises to facilitate medical research. We reviewed general data requirements in observational studies and analyzed the feasibility of conducting observational studies with structured EHR data, in particular diagnosis and procedure codes. Methods After reviewing published observational studies from the University Hospital of Erlangen for general data requirements, we identified three different study populations for the feasibility analysis with eligibility criteria from three exemplary observational studies. For each study population, we evaluated the availability of relevant patient characteristics in our EHR, including outcome and exposure variables. To assess data quality, we computed distributions of relevant patient characteristics from the available structured EHR data and compared them to those of the original studies. We implemented computed phenotypes for patient characteristics where necessary. In random samples, we evaluated how well structured patient characteristics agreed with a gold standard from manually interpreted free texts. We categorized our findings using the four data quality dimensions “completeness”, “correctness”, “currency” and “granularity”. Results Reviewing general data requirements, we found that some investigators supplement routine data with questionnaires, interviews and follow-up examinations. We included 847 subjects in the feasibility analysis (Study 1 n = 411, Study 2 n = 423, Study 3 n = 13). All eligibility criteria from two studies were available in structured data, while one study required computed phenotypes in eligibility criteria. In one study, we found that all necessary patient characteristics were documented at least once in either structured or unstructured data. In another study, all exposure and outcome variables were available in structured data, while in the other one unstructured data had to be consulted. The comparison of patient characteristics distributions, as computed from structured data, with those from the original study yielded similar distributions as well as indications of underreporting. We observed violations in all four data quality dimensions. Conclusions While we found relevant patient characteristics available in structured EHR data, data quality problems may entail that it remains a case-by-case decision whether diagnosis and procedure codes are sufficient to underpin observational studies. Free-text data or subsequently supplementary study data may be important to complement a comprehensive patient history.
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Affiliation(s)
- Marcel von Lucadou
- Chair of Medical Informatics, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany.
| | - Thomas Ganslandt
- Department of Biomedical Informatics, Mannheim University Medicine, Ruprecht-Karls-University Heidelberg, Mannheim, Germany
| | - Hans-Ulrich Prokosch
- Chair of Medical Informatics, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Dennis Toddenroth
- Chair of Medical Informatics, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
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Gurol-Urganci I, Geary RS, Mamza JB, Duckett J, El-Hamamsy D, Dolan L, Tincello DG, van der Meulen J. Long-term Rate of Mesh Sling Removal Following Midurethral Mesh Sling Insertion Among Women With Stress Urinary Incontinence. JAMA 2018; 320:1659-1669. [PMID: 30357298 PMCID: PMC6233805 DOI: 10.1001/jama.2018.14997] [Citation(s) in RCA: 72] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2018] [Accepted: 09/20/2018] [Indexed: 01/12/2023]
Abstract
Importance There is concern about outcomes of midurethral mesh sling insertion for women with stress urinary incontinence. However, there is little evidence on long-term outcomes. Objective To examine long-term mesh removal and reoperation rates in women who had a midurethral mesh sling insertion for stress urinary incontinence. Design, Setting, and Participants This population-based retrospective cohort study included 95 057 women aged 18 years or older who had a first-ever midurethral mesh sling insertion for stress urinary incontinence in the National Health Service hospitals in England between April 1, 2006, and December 31, 2015. Women were followed up until April 1, 2016. Exposures Patient and hospital factors and retropubic or transobturator mesh sling insertions. Main Outcomes and Measures The primary outcome was the risk of midurethral mesh sling removal (partial or total) and secondary outcomes were reoperation for stress urinary incontinence and any reoperation including mesh removal, calculated with death as competing risk. A multivariable Fine-Gray model was used to calculate subdistribution hazard ratios as estimates of relative risk. Results The study population consisted of 95 057 women (median age, 51 years; interquartile range, 44-61 years) with first midurethral mesh sling insertion, including 60 194 with retropubic insertion and 34 863 with transobturator insertion. The median follow-up time was 5.5 years (interquartile range, 3.2-7.5 years). The rate of midurethral mesh sling removal was 1.4% (95% CI, 1.3%-1.4%) at 1 year, 2.7% (95% CI, 2.6%-2.8%) at 5 years, and 3.3% (95% CI, 3.2%-3.4%) at 9 years. Risk of removal declined with age. The 9-year removal risk after transobturator insertion (2.7% [95% CI, 2.4%-2.9%]) was lower than the risk after retropubic insertion (3.6% [95% CI, 3.5%-3.8%]; subdistribution hazard ratio, 0.72 [95% CI, 0.62-0.84]). The rate of reoperation for stress urinary incontinence was 1.3% (95% CI, 1.3%-1.4%) at 1 year, 3.5% (95% CI, 3.4%-3.6%) at 5 years, and 4.5% (95% CI, 4.3%-4.7%) at 9 years. The rate of any reoperation, including mesh removal, was 2.6% (95% CI, 2.5%-2.7%) at 1 year, 5.5% (95% CI, 5.4%-5.7%) at 5 years, and 6.9% (95% CI, 6.7%-7.1%) at 9 years. Conclusions and Relevance Among women undergoing midurethral mesh sling insertion, the rate of mesh sling removal at 9 years was estimated as 3.3%. These findings may guide women and their surgeons when making decisions about surgical treatment of stress urinary incontinence.
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Affiliation(s)
- Ipek Gurol-Urganci
- Department of Health Services Research and Policy, London School of Hygiene & Tropical Medicine, London, United Kingdom
- Lindsay Stewart Centre for Audit and Clinical Informatics, Royal College of Obstetricians and Gynaecologists, London, United Kingdom
| | - Rebecca S. Geary
- Department of Health Services Research and Policy, London School of Hygiene & Tropical Medicine, London, United Kingdom
- Lindsay Stewart Centre for Audit and Clinical Informatics, Royal College of Obstetricians and Gynaecologists, London, United Kingdom
| | - Jil B. Mamza
- Department of Health Services Research and Policy, London School of Hygiene & Tropical Medicine, London, United Kingdom
- Lindsay Stewart Centre for Audit and Clinical Informatics, Royal College of Obstetricians and Gynaecologists, London, United Kingdom
| | | | - Dina El-Hamamsy
- Leicester General Hospital, Department of Obstetrics and Gynaecology, University Hospitals of Leicester, Leicester, United Kingdom
| | - Lucia Dolan
- Belfast City Hospital, Department of Gynaecology, Lisburn Road, Belfast, Northern Ireland, United Kingdom
| | - Douglas G. Tincello
- University of Leicester, Department of Health Sciences, College of Life Sciences, Leicester, United Kingdom
| | - Jan van der Meulen
- Department of Health Services Research and Policy, London School of Hygiene & Tropical Medicine, London, United Kingdom
- Lindsay Stewart Centre for Audit and Clinical Informatics, Royal College of Obstetricians and Gynaecologists, London, United Kingdom
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Keltie K, Elneil S, Monga A, Patrick H, Powell J, Campbell B, Sims AJ. Complications following vaginal mesh procedures for stress urinary incontinence: an 8 year study of 92,246 women. Sci Rep 2017; 7:12015. [PMID: 28931856 PMCID: PMC5607307 DOI: 10.1038/s41598-017-11821-w] [Citation(s) in RCA: 107] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2017] [Accepted: 08/30/2017] [Indexed: 12/02/2022] Open
Abstract
Complications of surgical mesh procedures have led to legal cases against manufacturers worldwide and to national inquiries about their safety. The aim of this study was to investigate the rate of adverse events of these procedures for stress urinary incontinence in England over 8 years. This was a retrospective cohort study of first-time tension-free vaginal tape (TVT), trans-obturator tape (TOT) or suprapubic sling (SS) surgical mesh procedures between April 2007 and March 2015. Cases were identified from the Hospital Episode Statistics database. Outcomes included number and type of procedures, including those potentially confounded by concomitant procedures, and frequency, nature and timing of complications. 92,246 first-time surgical mesh procedures (56,648 TVT, 34,704 TOT, 834 SS and 60 combinations) were identified, including 68,002 unconfounded procedures. Peri-procedural and 30-day complication rates in the unconfounded cohort were 2.4 [2.3–2.5]% and 1.7 [1.6–1.8]% respectively; 5.9 [5.7–6.1]% were readmitted at least once within 5 years for further mesh intervention or symptoms of complications, the highest risk being within the first 2 years. Complication rates were higher in the potentially confounded cohort. The complication rate within 5 years of the mesh procedure was 9.8 [9.6:10.0]% This evidence can inform future decision-making on this procedure.
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Affiliation(s)
- Kim Keltie
- Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK.,Institute of Cellular Medicine, Faculty of Medical Sciences, University of Newcastle upon Tyne, Newcastle upon Tyne, UK
| | - Sohier Elneil
- University College London Hospitals NHS Foundation Trust, London, UK
| | - Ashwani Monga
- University Hospital of Southampton NHS Foundation Trust, Southampton, UK
| | - Hannah Patrick
- National Institute for Health and Care Excellence, London, UK
| | - John Powell
- National Institute for Health and Care Excellence, London, UK.,Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Bruce Campbell
- University of Exeter Medical School, University of Exeter, Exeter, UK
| | - Andrew J Sims
- Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK. .,Institute of Cellular Medicine, Faculty of Medical Sciences, University of Newcastle upon Tyne, Newcastle upon Tyne, UK.
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Orlovic M, Carter AW, Marti J, Mossialos E. Estimating the incidence and the economic burden of third and fourth-degree obstetric tears in the English NHS: an observational study using propensity score matching. BMJ Open 2017; 7:e015463. [PMID: 28606903 PMCID: PMC5541625 DOI: 10.1136/bmjopen-2016-015463] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2016] [Revised: 03/30/2017] [Accepted: 04/13/2017] [Indexed: 11/06/2022] Open
Abstract
OBJECTIVE Obstetric care is a high-risk area in healthcare delivery, so it is essential to have up-to-date quantitative evidence in this area to inform policy decisions regarding these services. In light of this, the objective of this study is to investigate the incidence and economic burden of third and fourth-degree lacerations in the English National Health Service (NHS) using recent national data. METHODS We used coded inpatient data from Hospital Episode Statistics (HES) for the financial years from 2010/2011 to 2013/2014 for all females that gave birth during that period in the English NHS. Using HES, we used pre-existing safety indicator algorithms to calculate the incidence of third and fourth-degree obstetric tears and employed a propensity score matching method to estimate the excess length of stay and economic burden associated with these events. RESULTS Observed rates per 1000 inpatient episodes in 2010/2011 and 2013/2014, respectively: Patient Safety Indicator-trauma during vaginal delivery with instrument (PSI 18)=84.16 and 91.24; trauma during vaginal delivery without instrument (PSI 19)=29.78 and 33.43; trauma during caesarean delivery (PSI 20)=3.61 and 4.56. Estimated overall (all PSIs) economic burden for 2010/2011=£10.7 million and for 2013/2014=£14.5 million, expressed in 2013/2014 prices. CONCLUSIONS Despite many initiatives targeting the quality of maternity care in the NHS, the incidence of third and fourth-degree lacerations has increased during the observed period which signals that quality improvement efforts in obstetric care may not be reducing incidence rates. Our conservative estimates of the financial burden of these events appear low relative to total NHS expenditure for these years.
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Affiliation(s)
- Martina Orlovic
- Department of Surgery and Cancer, Faculty of Medicine, Institute of Global Health Innovation, Imperial College London, London, UK
| | - Alexander William Carter
- Department of Surgery and Cancer, Faculty of Medicine, Institute of Global Health Innovation, Imperial College London, London, UK
| | - Joachim Marti
- Department of Surgery and Cancer, Faculty of Medicine, Institute of Global Health Innovation, Imperial College London, London, UK
| | - Elias Mossialos
- Department of Surgery and Cancer, Faculty of Medicine, Institute of Global Health Innovation, Imperial College London, London, UK
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5
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Morling JR, McAllister DA, Agur W, Fischbacher CM, Glazener CMA, Guerrero K, Hopkins L, Wood R. Adverse events after first, single, mesh and non-mesh surgical procedures for stress urinary incontinence and pelvic organ prolapse in Scotland, 1997-2016: a population-based cohort study. Lancet 2017; 389:629-640. [PMID: 28010993 DOI: 10.1016/s0140-6736(16)32572-7] [Citation(s) in RCA: 100] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2016] [Revised: 09/29/2016] [Accepted: 10/04/2016] [Indexed: 11/29/2022]
Abstract
BACKGROUND Concerns have been raised about the safety of surgery for stress urinary incontinence and pelvic organ prolapse using transvaginal mesh. We assessed adverse outcomes after first, single mesh procedures and comparable non-mesh procedures. METHODS We did a cohort study of women in Scotland aged 20 years or older undergoing a first, single incontinence procedure or prolapse procedure during 1997-98 to 2015-16 identified from a national hospital admission database. Primary outcomes were immediate postoperative complications and subsequent (within 5 years) readmissions for later postoperative complications, further incontinence surgery, or further prolapse surgery. Poisson regression models were used to compare outcomes after procedures carried out with and without mesh. FINDINGS Between April 1, 1997, and March 31, 2016, 16 660 women underwent a first, single incontinence procedure, 13 133 (79%) of which used mesh. Compared with non-mesh open surgery (colposuspension), mesh procedures had a lower risk of immediate complications (adjusted relative risk [aRR] 0·44 [95% CI 0·36-0·55]) and subsequent prolapse surgery (adjusted incidence rate ratio [aIRR] 0·30 [0·24-0·39]), and a similar risk of further incontinence surgery (0·90 [0·73-1·11]) and later complications (1·12 [0·98-1·27]); all ratios are for retropubic mesh. During the same time period, 18 986 women underwent a first, single prolapse procedure, 1279 (7%) of which used mesh. Compared with non-mesh repair, mesh repair of anterior compartment prolapse was associated with a similar risk of immediate complications (aRR 0·93 [95% CI 0·49-1·79]); an increased risk of further incontinence (aIRR 3·20 [2·06-4·96]) and prolapse surgery (1·69 [1·29-2·20]); and a substantially increased risk of later complications (3·15 [2·46-4·04]). Compared with non-mesh repair, mesh repair of posterior compartment prolapse was associated with a similarly increased risk of repeat prolapse surgery and later complications. No difference in any outcome was observed between vaginal and, separately, abdominal mesh repair of vaginal vault prolapse compared with vaginal non-mesh repair. INTERPRETATION Our results support the use of mesh procedures for incontinence, although further research on longer term outcomes would be beneficial. Mesh procedures for anterior and posterior compartment prolapse cannot be recommended for primary prolapse repair. Both vaginal and abdominal mesh procedures for vaginal vault prolapse repair are associated with similar effectiveness and complication rates to non-mesh vaginal repair. These results therefore do not clearly favour any particular vault repair procedure. FUNDING None.
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Affiliation(s)
- Joanne R Morling
- Information Services Division, National Health Service National Services Scotland, Edinburgh, UK; Division of Epidemiology and Public Health, University of Nottingham, Nottingham, UK
| | - David A McAllister
- Information Services Division, National Health Service National Services Scotland, Edinburgh, UK; Institute of Health and Wellbeing, University of Glasgow, Glasgow, UK
| | - Wael Agur
- Obstetrics and Gynaecology Unit, Ayrshire Maternity Unit, University Hospital Crosshouse, Kilmarnock, UK
| | - Colin M Fischbacher
- Information Services Division, National Health Service National Services Scotland, Edinburgh, UK
| | | | - Karen Guerrero
- Department of Urogynaecology, Queen Elizabeth University Hospital, Glasgow, UK
| | - Leanne Hopkins
- Information Services Division, National Health Service National Services Scotland, Edinburgh, UK
| | - Rachael Wood
- Information Services Division, National Health Service National Services Scotland, Edinburgh, UK.
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6
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Sujenthiran A, Charman SC, Parry M, Nossiter J, Aggarwal A, Dasgupta P, Payne H, Clarke NW, Cathcart P, van der Meulen J. Quantifying severe urinary complications after radical prostatectomy: the development and validation of a surgical performance indicator using hospital administrative data. BJU Int 2017; 120:219-225. [PMID: 28075516 DOI: 10.1111/bju.13770] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
OBJECTIVES To develop and validate a surgical performance indicator based on severe urinary complications that require an intervention within 2 years of radical prostatectomy (RP), identified in hospital administrative data. PATIENTS AND METHODS Men who underwent RP between 2008 and 2012 in England were identified using hospital administrative data. A transparent coding framework based on procedure codes was developed to identify severe urinary complications which were grouped into 'stricture', 'incontinence' and 'other'. Their validity as a performance indicator was assessed by evaluating the consistency with diagnosis codes and association with patient and surgical characteristics. Kaplan-Meier methods were used to assess time to first occurrence and multivariable logistic regression was used to estimate adjusted odds ratios (ORs) for patient and surgical characteristics. RESULTS A total of 17 299 men were included, of whom 2695 (15.6%) experienced at least one severe urinary complication within 2 years. High proportions of men with a complication had relevant diagnosis codes: 86% for strictures and 93% for incontinence. Urinary complications were more common in men from poorer socio-economic backgrounds (OR comparing lowest with highest quintile: 1.45; 95% confidence interval [CI] 1.26-1.67) and in those with prolonged length of hospital stay (OR 1.54, 95% CI 1.40-1.69), and were less common in men who underwent robot-assisted surgery (OR 0.65, 95% CI 0.58-0.74). CONCLUSION These results show that severe urinary complications identified in administrative data provide a medium-term performance indicator after RP. They can be used for research assessing outcomes of treatment methods and for service evaluation comparing performance of prostate cancer surgery providers.
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Affiliation(s)
- Arunan Sujenthiran
- Clinical Effectiveness Unit, Royal College of Surgeons of England, London, UK
| | - Susan C Charman
- Clinical Effectiveness Unit, Royal College of Surgeons of England, London, UK.,London School of Hygiene and Tropical Medicine, London, UK
| | - Matthew Parry
- Clinical Effectiveness Unit, Royal College of Surgeons of England, London, UK
| | - Julie Nossiter
- Clinical Effectiveness Unit, Royal College of Surgeons of England, London, UK
| | - Ajay Aggarwal
- London School of Hygiene and Tropical Medicine, London, UK
| | - Prokar Dasgupta
- MRC Centre for Transplantation, King's College London, London, UK
| | - Heather Payne
- Department of Oncology, University College London Hospitals, London, UK
| | - Noel W Clarke
- Department of Urology, Christie and Salford Royal NHS Foundation Trusts, Manchester, UK
| | - Paul Cathcart
- Department of Urology, Guy's and St Thomas' NHS Foundation Trust, London, UK
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Burn J, Sims AJ, Keltie K, Patrick H, Welham SA, Heaney LG, Niven RM. Procedural and short-term safety of bronchial thermoplasty in clinical practice: evidence from a national registry and Hospital Episode Statistics. J Asthma 2016; 54:872-879. [PMID: 27905828 DOI: 10.1080/02770903.2016.1263652] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
OBJECTIVE Bronchial thermoplasty (BT) is a novel treatment for severe asthma. Its mode of action and ideal target patient group remain poorly defined, though clinical trials provided some evidence on efficacy and safety. This study presents procedural and short-term safety evidence from routine UK clinical practice. METHODS Patient characteristics and safety outcomes (procedural complications, 30-day readmission and accident and emergency (A&E) attendance, length of stay) were assessed using two independent data sources, the British Thoracic Society UK Difficult Asthma Registry (DAR) and Hospital Episodes Statistics (HES) database. A matched cohort (with records in both) was used to estimate safety outcome event rates and compare them with clinical trials. RESULTS Between June 2011 and January 2015, 215 procedure records (83 patients; 68 treated in England) were available from DAR and 203 (85 patients) from HES. 152 procedures matched (59 patients; 6 centres), and of these, 11.2% reported a procedural complication, 11.8% resulted in emergency respiratory readmission, 0.7% in respiratory A&E attendance within 30 days (20.4% had at least one event) and 46.1% involved a post-procedure stay. Compared with published clinical trials which found lower hospitalisation rates, BT patients in routine clinical practice were, on average, older, had worse baseline lung function and asthma quality of life. CONCLUSIONS A higher proportion of patients experienced adverse events compared with clinical trials. The greater severity of disease amongst patients treated in clinical practice may explain the observed rate of post-procedural stay and readmission. Study of long-term safety and efficacy requires continuing data collection.
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Affiliation(s)
- Julie Burn
- a Northern Medical Physics and Clinical Engineering, The Newcastle upon Tyne Hospitals NHS Foundation Trust, Freeman Hospital , Newcastle upon Tyne , UK
| | - Andrew J Sims
- a Northern Medical Physics and Clinical Engineering, The Newcastle upon Tyne Hospitals NHS Foundation Trust, Freeman Hospital , Newcastle upon Tyne , UK
| | - Kim Keltie
- a Northern Medical Physics and Clinical Engineering, The Newcastle upon Tyne Hospitals NHS Foundation Trust, Freeman Hospital , Newcastle upon Tyne , UK
| | - Hannah Patrick
- b Observational Data Unit , National Institute for Health and Care Excellence , London , UK
| | | | - Liam G Heaney
- d Centre for Infection and Immunity, Queen's University of Belfast , Belfast , UK
| | - Robert M Niven
- e Manchester Academic Health Science Centre, The University of Manchester & The University Hospital of South Manchester NHS Foundation Trust , Wythenshawe , UK
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