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Published in: BMC Medicine 1/2013

Open Access 01-12-2013 | Research article

The Academic Backbone: longitudinal continuities in educational achievement from secondary school and medical school to MRCP(UK) and the specialist register in UK medical students and doctors

Authors: IC McManus, Katherine Woolf, Jane Dacre, Elisabeth Paice, Chris Dewberry

Published in: BMC Medicine | Issue 1/2013

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Abstract

Background

Selection of medical students in the UK is still largely based on prior academic achievement, although doubts have been expressed as to whether performance in earlier life is predictive of outcomes later in medical school or post-graduate education. This study analyses data from five longitudinal studies of UK medical students and doctors from the early 1970s until the early 2000s. Two of the studies used the AH5, a group test of general intelligence (that is, intellectual aptitude). Sex and ethnic differences were also analyzed in light of the changing demographics of medical students over the past decades.

Methods

Data from five cohort studies were available: the Westminster Study (began clinical studies from 1975 to 1982), the 1980, 1985, and 1990 cohort studies (entered medical school in 1981, 1986, and 1991), and the University College London Medical School (UCLMS) Cohort Study (entered clinical studies in 2005 and 2006). Different studies had different outcome measures, but most had performance on basic medical sciences and clinical examinations at medical school, performance in Membership of the Royal Colleges of Physicians (MRCP(UK)) examinations, and being on the General Medical Council Specialist Register.

Results

Correlation matrices and path analyses are presented. There were robust correlations across different years at medical school, and medical school performance also predicted MRCP(UK) performance and being on the GMC Specialist Register. A-levels correlated somewhat less with undergraduate and post-graduate performance, but there was restriction of range in entrants. General Certificate of Secondary Education (GCSE)/O-level results also predicted undergraduate and post-graduate outcomes, but less so than did A-level results, but there may be incremental validity for clinical and post-graduate performance. The AH5 had some significant correlations with outcome, but they were inconsistent. Sex and ethnicity also had predictive effects on measures of educational attainment, undergraduate, and post-graduate performance. Women performed better in assessments but were less likely to be on the Specialist Register. Non-white participants generally underperformed in undergraduate and post-graduate assessments, but were equally likely to be on the Specialist Register. There was a suggestion of smaller ethnicity effects in earlier studies.

Conclusions

The existence of the Academic Backbone concept is strongly supported, with attainment at secondary school predicting performance in undergraduate and post-graduate medical assessments, and the effects spanning many years. The Academic Backbone is conceptualized in terms of the development of more sophisticated underlying structures of knowledge ('cognitive capital’ and 'medical capital’). The Academic Backbone provides strong support for using measures of educational attainment, particularly A-levels, in student selection.
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Literature
1.
go back to reference Smith HL, Fox WH, Dugdale K: The School. Bulletin of the School of Education: Indiana University. 1924, 20. Smith HL, Fox WH, Dugdale K: The School. Bulletin of the School of Education: Indiana University. 1924, 20.
2.
go back to reference Berdie RF, Layton WL, Swanson EO, Hagenah T: Testing in Guidance and Counseling. 1963, New-York: McGraw-Hill Berdie RF, Layton WL, Swanson EO, Hagenah T: Testing in Guidance and Counseling. 1963, New-York: McGraw-Hill
3.
go back to reference McManus IC, Powis DA, Wakeford R, Ferguson E, James D, Richards P: Intellectual aptitude tests and A levels for selecting UK school leaver entrants for medical school. Brit Med J. 2005, 331: 555-559. 10.1136/bmj.331.7516.555.CrossRefPubMedPubMedCentral McManus IC, Powis DA, Wakeford R, Ferguson E, James D, Richards P: Intellectual aptitude tests and A levels for selecting UK school leaver entrants for medical school. Brit Med J. 2005, 331: 555-559. 10.1136/bmj.331.7516.555.CrossRefPubMedPubMedCentral
4.
5.
go back to reference Burt C: Validating tests for personnel selection. BJP. 1943, 34: 1-19. Burt C: Validating tests for personnel selection. BJP. 1943, 34: 1-19.
6.
go back to reference Schmidt FL, Ones DS, Hunter JE: Personnel-Selection. Annu Rev Psychol. 1992, 43: 627-670. 10.1146/annurev.ps.43.020192.003211.CrossRef Schmidt FL, Ones DS, Hunter JE: Personnel-Selection. Annu Rev Psychol. 1992, 43: 627-670. 10.1146/annurev.ps.43.020192.003211.CrossRef
7.
go back to reference Hunter JE, Schmidt FL, Le H: Implications of direct and indirect range restriction for meta-analysis methods and findings. J App Psych. 2006, 91: 594-612.CrossRef Hunter JE, Schmidt FL, Le H: Implications of direct and indirect range restriction for meta-analysis methods and findings. J App Psych. 2006, 91: 594-612.CrossRef
8.
go back to reference McManus IC, Dewberry C, Nicholson S, Dowell JS, Woolf K, Potts HWW: Construct-level predictive validity of educational attainment and intellectual aptitude tests in medical student selection: meta-regression of six UK longitudinal studies. BMC Med. 2013, 11: 243.CrossRefPubMedPubMedCentral McManus IC, Dewberry C, Nicholson S, Dowell JS, Woolf K, Potts HWW: Construct-level predictive validity of educational attainment and intellectual aptitude tests in medical student selection: meta-regression of six UK longitudinal studies. BMC Med. 2013, 11: 243.CrossRefPubMedPubMedCentral
9.
go back to reference McManus IC, Vincent CA: Selecting and educating safer doctors. Medical Accidents. Edited by: Vincent CA, Ennis M, Audley RJ. 1993, Oxford: Oxford University Press, 80-105. McManus IC, Vincent CA: Selecting and educating safer doctors. Medical Accidents. Edited by: Vincent CA, Ennis M, Audley RJ. 1993, Oxford: Oxford University Press, 80-105.
11.
go back to reference Callahan CA, Hojat M, Veloksi J, Erdmann JB, Gonnella JS: The predictive validity of three versions of the MCAT in relation to performance in Medical School, Residency, and Licensing Examinations: a longitudinal study of 36 classes of Jefferson Medical College. Acad Med. 2010, 85: 980-987. 10.1097/ACM.0b013e3181cece3d.CrossRefPubMed Callahan CA, Hojat M, Veloksi J, Erdmann JB, Gonnella JS: The predictive validity of three versions of the MCAT in relation to performance in Medical School, Residency, and Licensing Examinations: a longitudinal study of 36 classes of Jefferson Medical College. Acad Med. 2010, 85: 980-987. 10.1097/ACM.0b013e3181cece3d.CrossRefPubMed
12.
go back to reference McManus IC, Ferguson E, Wakeford R, Powis D, James D: Predictive validity of the BioMedical Admissions Test (BMAT): an evaluation and case study. Med Teach. 2011, 33: 53-57. 10.3109/0142159X.2010.525267.CrossRefPubMed McManus IC, Ferguson E, Wakeford R, Powis D, James D: Predictive validity of the BioMedical Admissions Test (BMAT): an evaluation and case study. Med Teach. 2011, 33: 53-57. 10.3109/0142159X.2010.525267.CrossRefPubMed
13.
go back to reference Heim AW: AH5 Group Test of High-Grade Intelligence. 1968, Windsor: NFER-Nelson Heim AW: AH5 Group Test of High-Grade Intelligence. 1968, Windsor: NFER-Nelson
14.
go back to reference Woolf K, Haq I, McManus IC, Higham J, Dacre J: Exploring the underperformance of male and minority ethnic medical students in first year clinical examinations. Adv Health Sci Educ. 2008, 13: 607-616. 10.1007/s10459-007-9067-1.CrossRef Woolf K, Haq I, McManus IC, Higham J, Dacre J: Exploring the underperformance of male and minority ethnic medical students in first year clinical examinations. Adv Health Sci Educ. 2008, 13: 607-616. 10.1007/s10459-007-9067-1.CrossRef
15.
go back to reference Woolf K, Potts HWW, McManus IC: The relationship between ethnicity and academic performance in UK-trained doctors and medical students: a systematic review and meta-analysis. Brit Med J. 2011, 342: DOI: 10.1136/bmj.d901 Woolf K, Potts HWW, McManus IC: The relationship between ethnicity and academic performance in UK-trained doctors and medical students: a systematic review and meta-analysis. Brit Med J. 2011, 342: DOI: 10.1136/bmj.d901
16.
go back to reference Dewhurst NG, McManus IC, Mollon J, Dacre JE, Vale JA: Performance in the MRCP(UK) Examination 2003–4: analysis of pass rates of UK graduates in the Clinical Examination in relation to self-reported ethnicity and gender. BMC Medicine. 2007, 5: 8-10.1186/1741-7015-5-8.CrossRefPubMedPubMedCentral Dewhurst NG, McManus IC, Mollon J, Dacre JE, Vale JA: Performance in the MRCP(UK) Examination 2003–4: analysis of pass rates of UK graduates in the Clinical Examination in relation to self-reported ethnicity and gender. BMC Medicine. 2007, 5: 8-10.1186/1741-7015-5-8.CrossRefPubMedPubMedCentral
18.
go back to reference Humphrey C, Hickman S, Gulliford MC: Place of medical qualification and outcomes of UK General Medical Council 'fitness to practise’ process: cohort study. Brit Med J. 2011, 342: d1817-10.1136/bmj.d1817.CrossRefPubMedPubMedCentral Humphrey C, Hickman S, Gulliford MC: Place of medical qualification and outcomes of UK General Medical Council 'fitness to practise’ process: cohort study. Brit Med J. 2011, 342: d1817-10.1136/bmj.d1817.CrossRefPubMedPubMedCentral
19.
go back to reference McManus IC, Woolf K, Dacre JE: Even one star at A level could be “too little, too late” for medical student selection. BMC Medical Education. 2008, 8: 16-10.1186/1472-6920-8-16.CrossRefPubMedPubMedCentral McManus IC, Woolf K, Dacre JE: Even one star at A level could be “too little, too late” for medical student selection. BMC Medical Education. 2008, 8: 16-10.1186/1472-6920-8-16.CrossRefPubMedPubMedCentral
20.
go back to reference Press WH, Teukolsky SA, Vetterling WT, Flannery BP: Numerical Recipes: The Art of Scientific Computing. 2013, New York: Cambridge University Press, 3 Press WH, Teukolsky SA, Vetterling WT, Flannery BP: Numerical Recipes: The Art of Scientific Computing. 2013, New York: Cambridge University Press, 3
21.
go back to reference Woolf K: The Academic Underperformance of Medical Students from Ethnic Minorities (Unpublished Phd Thesis). 2008, London: University College London Woolf K: The Academic Underperformance of Medical Students from Ethnic Minorities (Unpublished Phd Thesis). 2008, London: University College London
22.
go back to reference PACES: Practical Assessment of Clinical Examination Skills. The new MRCP(UK) clinical examination. J R Coll Physicians Lond. 2000, 34: 57-60. PACES: Practical Assessment of Clinical Examination Skills. The new MRCP(UK) clinical examination. J R Coll Physicians Lond. 2000, 34: 57-60.
23.
go back to reference Dacre J, Besser M, White P: MRCP(UK) Park 2 Clinical Examination (PACES): a review of the first four examination sessions (June 2001-July 2002). Clinical Medicine. 2003, 3: 452-459. 10.7861/clinmedicine.3-5-452.CrossRefPubMed Dacre J, Besser M, White P: MRCP(UK) Park 2 Clinical Examination (PACES): a review of the first four examination sessions (June 2001-July 2002). Clinical Medicine. 2003, 3: 452-459. 10.7861/clinmedicine.3-5-452.CrossRefPubMed
24.
go back to reference Elder A, McAlpine L, Bateman N, Dacre J, Kopelman P, McManus IC: Changing PACES: developments of the examination in 2009. Clin Med. 2011, 11: 231-234. 10.7861/clinmedicine.11-3-231.CrossRef Elder A, McAlpine L, Bateman N, Dacre J, Kopelman P, McManus IC: Changing PACES: developments of the examination in 2009. Clin Med. 2011, 11: 231-234. 10.7861/clinmedicine.11-3-231.CrossRef
26.
go back to reference McManus IC, Ludka K: Resitting a high-stakes postgraduate medical examination on multiple occasions: nonlinear multilevel modelling of performance in the MRCP(UK) examinations. BMC Medicine. 2012, 10: 60-10.1186/1741-7015-10-60.CrossRefPubMedPubMedCentral McManus IC, Ludka K: Resitting a high-stakes postgraduate medical examination on multiple occasions: nonlinear multilevel modelling of performance in the MRCP(UK) examinations. BMC Medicine. 2012, 10: 60-10.1186/1741-7015-10-60.CrossRefPubMedPubMedCentral
27.
go back to reference McManus IC, Richards P, Winder BC, Sproston KA, Styles V: Medical school applicants from ethnic minorities: identifying if and when they are disadvantaged. Brit Med J. 1995, 310: 496-500. 10.1136/bmj.310.6978.496.CrossRefPubMedPubMedCentral McManus IC, Richards P, Winder BC, Sproston KA, Styles V: Medical school applicants from ethnic minorities: identifying if and when they are disadvantaged. Brit Med J. 1995, 310: 496-500. 10.1136/bmj.310.6978.496.CrossRefPubMedPubMedCentral
28.
go back to reference McManus IC, Richards P, Winder BC, Sproston KA: Clinical experience, performance in final examinations, and learning style in medical students: prospective study. Brit Med J. 1998, 316: 345-350. 10.1136/bmj.316.7128.345.CrossRefPubMedPubMedCentral McManus IC, Richards P, Winder BC, Sproston KA: Clinical experience, performance in final examinations, and learning style in medical students: prospective study. Brit Med J. 1998, 316: 345-350. 10.1136/bmj.316.7128.345.CrossRefPubMedPubMedCentral
29.
go back to reference McManus IC, Richards P, Winder BC: Intercalated degrees, learning styles, and career preferences: prospective longitudinal study of UK medical students. Brit Med J. 1999, 319: 542-546. 10.1136/bmj.319.7209.542.CrossRefPubMedPubMedCentral McManus IC, Richards P, Winder BC: Intercalated degrees, learning styles, and career preferences: prospective longitudinal study of UK medical students. Brit Med J. 1999, 319: 542-546. 10.1136/bmj.319.7209.542.CrossRefPubMedPubMedCentral
30.
go back to reference McManus IC, Winder BC, Paice E: How consultants, hospitals, trusts and deaneries affect pre-registration house officer posts: a multilevel model. Med Educ. 2002, 36: 35-44. 10.1046/j.1365-2923.2002.01123.x.CrossRefPubMed McManus IC, Winder BC, Paice E: How consultants, hospitals, trusts and deaneries affect pre-registration house officer posts: a multilevel model. Med Educ. 2002, 36: 35-44. 10.1046/j.1365-2923.2002.01123.x.CrossRefPubMed
31.
go back to reference Paice E, Rutter H, Wetherell M, Winder BC, McManus IC: Stressful incidents, stress and coping strategies in the pre-registration house officer year. Med Educ. 2002, 36: 56-65. 10.1046/j.1365-2923.2002.01101.x.CrossRefPubMed Paice E, Rutter H, Wetherell M, Winder BC, McManus IC: Stressful incidents, stress and coping strategies in the pre-registration house officer year. Med Educ. 2002, 36: 56-65. 10.1046/j.1365-2923.2002.01101.x.CrossRefPubMed
32.
go back to reference McManus IC, Keeling A, Paice E: Stress, burnout and doctors’ attitudes to work are determined by personality and learning style: a twelve year longitudinal study of UK medical graduates. BMC Medicine. 2004, 2: 29-10.1186/1741-7015-2-29.CrossRefPubMedPubMedCentral McManus IC, Keeling A, Paice E: Stress, burnout and doctors’ attitudes to work are determined by personality and learning style: a twelve year longitudinal study of UK medical graduates. BMC Medicine. 2004, 2: 29-10.1186/1741-7015-2-29.CrossRefPubMedPubMedCentral
34.
go back to reference McManus IC, Richards P, Maitlis SL: Prospective study of the disadvantage of people from ethnic minority groups applying to medical schools in the United Kingdom. Brit Med J. 1989, 298: 723-726. 10.1136/bmj.298.6675.723.CrossRefPubMedPubMedCentral McManus IC, Richards P, Maitlis SL: Prospective study of the disadvantage of people from ethnic minority groups applying to medical schools in the United Kingdom. Brit Med J. 1989, 298: 723-726. 10.1136/bmj.298.6675.723.CrossRefPubMedPubMedCentral
35.
go back to reference McManus IC, Richards P, Winder BC, Sproston KA: Final examination performance of students from ethnic minorities. Med Educ. 1996, 30: 195-200. 10.1111/j.1365-2923.1996.tb00742.x.CrossRefPubMed McManus IC, Richards P, Winder BC, Sproston KA: Final examination performance of students from ethnic minorities. Med Educ. 1996, 30: 195-200. 10.1111/j.1365-2923.1996.tb00742.x.CrossRefPubMed
36.
go back to reference McManus IC, Richards P: An audit of admission to medical school: 1. Acceptances and rejects. Brit Med J. 1984, 289: 1201-1204. 10.1136/bmj.289.6453.1201.CrossRef McManus IC, Richards P: An audit of admission to medical school: 1. Acceptances and rejects. Brit Med J. 1984, 289: 1201-1204. 10.1136/bmj.289.6453.1201.CrossRef
37.
go back to reference McManus IC, Richards P: An audit of admission to medical school: 2. Short listing and interviews. Brit Med J. 1984, 289: 1288-1290. 10.1136/bmj.289.6454.1288.CrossRef McManus IC, Richards P: An audit of admission to medical school: 2. Short listing and interviews. Brit Med J. 1984, 289: 1288-1290. 10.1136/bmj.289.6454.1288.CrossRef
38.
go back to reference McManus IC, Richards P: An audit of admission to medical school: 3. Applicants’ perceptions and proposals for change. Brit Med J. 1984, 289: 1365-1367. 10.1136/bmj.289.6455.1365.CrossRef McManus IC, Richards P: An audit of admission to medical school: 3. Applicants’ perceptions and proposals for change. Brit Med J. 1984, 289: 1365-1367. 10.1136/bmj.289.6455.1365.CrossRef
39.
go back to reference McManus IC, Richards P: Prospective survey of performance of medical students during preclinical years. Brit Med J. 1986, 293: 124-127. 10.1136/bmj.293.6539.124.CrossRef McManus IC, Richards P: Prospective survey of performance of medical students during preclinical years. Brit Med J. 1986, 293: 124-127. 10.1136/bmj.293.6539.124.CrossRef
40.
go back to reference McManus IC, Smithers E, Partridge P, Keeling A, Fleming PR: A levels and intelligence as predictors of medical careers in UK doctors: 20 year prospective study. Brit Med J. 2003, 327: 139-142. 10.1136/bmj.327.7407.139.CrossRefPubMedPubMedCentral McManus IC, Smithers E, Partridge P, Keeling A, Fleming PR: A levels and intelligence as predictors of medical careers in UK doctors: 20 year prospective study. Brit Med J. 2003, 327: 139-142. 10.1136/bmj.327.7407.139.CrossRefPubMedPubMedCentral
41.
go back to reference Haario H, Laine M, Mira A, Saksman E: DRAM: Efficient adaptive MCMC. Stat Comput. 2006, 16: 339-354. 10.1007/s11222-006-9438-0.CrossRef Haario H, Laine M, Mira A, Saksman E: DRAM: Efficient adaptive MCMC. Stat Comput. 2006, 16: 339-354. 10.1007/s11222-006-9438-0.CrossRef
42.
go back to reference McManus IC, Maitlis SL, Richards P: Identifying medical school applicants from ethnic minorities. Stud High Educ. 1990, 15: 57-73. 10.1080/03075079012331377591.CrossRef McManus IC, Maitlis SL, Richards P: Identifying medical school applicants from ethnic minorities. Stud High Educ. 1990, 15: 57-73. 10.1080/03075079012331377591.CrossRef
43.
go back to reference Kenny S, McInnes M, Singh V: Associations between residency selection strategies and doctor performance: a meta-analysis. Med Educ. 2013, 47: 790-800. 10.1111/medu.12234.CrossRefPubMed Kenny S, McInnes M, Singh V: Associations between residency selection strategies and doctor performance: a meta-analysis. Med Educ. 2013, 47: 790-800. 10.1111/medu.12234.CrossRefPubMed
44.
go back to reference Donnon T, Paolucci EO, Violato C: The predictive validity of the MCAT for medical school performance medical board licensing examinations: a meta-analysis of the published research. Acad Med. 2007, 82: 100-106. 10.1097/01.ACM.0000249878.25186.b7.CrossRefPubMed Donnon T, Paolucci EO, Violato C: The predictive validity of the MCAT for medical school performance medical board licensing examinations: a meta-analysis of the published research. Acad Med. 2007, 82: 100-106. 10.1097/01.ACM.0000249878.25186.b7.CrossRefPubMed
45.
go back to reference Handfield-Jones RS, Mann KV, Challis ME, Hobma SO, Klass DJ, McManus IC, et al: Linking assessment to learning: a new route to quality assurance in medical practice. Med Educ. 2002, 36: 949-958. 10.1046/j.1365-2923.2002.01315.x.CrossRefPubMed Handfield-Jones RS, Mann KV, Challis ME, Hobma SO, Klass DJ, McManus IC, et al: Linking assessment to learning: a new route to quality assurance in medical practice. Med Educ. 2002, 36: 949-958. 10.1046/j.1365-2923.2002.01315.x.CrossRefPubMed
46.
go back to reference Arneson JJ, Sackett PR, Beatty AS: Ability-performance relationships in education and employment settings: critical tests of the More-Is-Better and Good-Enough hypotheses. Psychol Sci. 2011, 22: 1336-1342. 10.1177/0956797611417004.CrossRefPubMed Arneson JJ, Sackett PR, Beatty AS: Ability-performance relationships in education and employment settings: critical tests of the More-Is-Better and Good-Enough hypotheses. Psychol Sci. 2011, 22: 1336-1342. 10.1177/0956797611417004.CrossRefPubMed
47.
go back to reference McManus IC, Mollon J, Duke OL, Vale JA: Changes in standard of candidates taking the MRCP(UK) Part 1 examination, 1985 to 2002: Analysis of marker questions. BMC Medicine. 2005, 3: 13-10.1186/1741-7015-3-13.CrossRefPubMedPubMedCentral McManus IC, Mollon J, Duke OL, Vale JA: Changes in standard of candidates taking the MRCP(UK) Part 1 examination, 1985 to 2002: Analysis of marker questions. BMC Medicine. 2005, 3: 13-10.1186/1741-7015-3-13.CrossRefPubMedPubMedCentral
48.
go back to reference McManus IC, Dewberry C, Nicholson S, Dowell J: The UKCAT-12 study: educational attainment, aptitude test performance, demographic and socio economic contextual factors as predictors of first year outcome in a collaborative study of twelve UK medical schools. BMC Med. 2013, 11: 244.CrossRefPubMedPubMedCentral McManus IC, Dewberry C, Nicholson S, Dowell J: The UKCAT-12 study: educational attainment, aptitude test performance, demographic and socio economic contextual factors as predictors of first year outcome in a collaborative study of twelve UK medical schools. BMC Med. 2013, 11: 244.CrossRefPubMedPubMedCentral
49.
go back to reference McManus IC, Sproston KA: Women in hospital medicine: glass ceiling, preference, prejudice or cohort effect?. JECH. 2000, 54: 10-16. McManus IC, Sproston KA: Women in hospital medicine: glass ceiling, preference, prejudice or cohort effect?. JECH. 2000, 54: 10-16.
50.
go back to reference Woolf K, Potts HWW, Patel S, McManus IC: The hidden medical school: a longitudinal study of how social networks form, and how they relate to academic performance. Med Teach. 2012, 34: 577-586. 10.3109/0142159X.2012.669082.CrossRefPubMed Woolf K, Potts HWW, Patel S, McManus IC: The hidden medical school: a longitudinal study of how social networks form, and how they relate to academic performance. Med Teach. 2012, 34: 577-586. 10.3109/0142159X.2012.669082.CrossRefPubMed
51.
go back to reference McManus IC: Obituary: Peter Richards. Brit Med J. 2012, 344: 38. McManus IC: Obituary: Peter Richards. Brit Med J. 2012, 344: 38.
Metadata
Title
The Academic Backbone: longitudinal continuities in educational achievement from secondary school and medical school to MRCP(UK) and the specialist register in UK medical students and doctors
Authors
IC McManus
Katherine Woolf
Jane Dacre
Elisabeth Paice
Chris Dewberry
Publication date
01-12-2013
Publisher
BioMed Central
Published in
BMC Medicine / Issue 1/2013
Electronic ISSN: 1741-7015
DOI
https://doi.org/10.1186/1741-7015-11-242

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