Can physicians identify inappropriate nuclear stress tests? An examination of inter-rater reliability for the 2009 appropriate use criteria for radionuclide imaging

We sought to determine inter-rater reliability of the 2009 Appropriate Use Criteria for radionuclide imaging and whether physicians at various levels of training can effectively identify nuclear stress tests with inappropriate indications. Four hundred patients were randomly selected from a consecut...

Full description

Saved in:
Bibliographic Details
Published inCirculation Cardiovascular quality and outcomes Vol. 8; no. 1; pp. 23 - 29
Main Authors Ye, Siqin, Rabbani, LeRoy E, Kelly, Christopher R, Kelly, Maureen R, Lewis, Matthew, Paz, Yehuda, Peck, Clara L, Rao, Shaline, Bokhari, Sabahat, Weiner, Shepard D, Einstein, Andrew J
Format Journal Article
LanguageEnglish
Published United States 01.01.2015
Subjects
Online AccessGet full text

Cover

Loading…
Abstract We sought to determine inter-rater reliability of the 2009 Appropriate Use Criteria for radionuclide imaging and whether physicians at various levels of training can effectively identify nuclear stress tests with inappropriate indications. Four hundred patients were randomly selected from a consecutive cohort of patients undergoing nuclear stress testing at an academic medical center. Raters with different levels of training (including cardiology attending physicians, cardiology fellows, internal medicine hospitalists, and internal medicine interns) classified individual nuclear stress tests using the 2009 Appropriate Use Criteria. Consensus classification by 2 cardiologists was considered the operational gold standard, and sensitivity and specificity of individual raters for identifying inappropriate tests were calculated. Inter-rater reliability of the Appropriate Use Criteria was assessed using Cohen κ statistics for pairs of different raters. The mean age of patients was 61.5 years; 214 (54%) were female. The cardiologists rated 256 (64%) of 400 nuclear stress tests as appropriate, 68 (18%) as uncertain, 55 (14%) as inappropriate; 21 (5%) tests were unable to be classified. Inter-rater reliability for noncardiologist raters was modest (unweighted Cohen κ, 0.51, 95% confidence interval, 0.45-0.55). Sensitivity of individual raters for identifying inappropriate tests ranged from 47% to 82%, while specificity ranged from 85% to 97%. Inter-rater reliability for the 2009 Appropriate Use Criteria for radionuclide imaging is modest, and there is considerable variation in the ability of raters at different levels of training to identify inappropriate tests.
AbstractList BACKGROUNDWe sought to determine inter-rater reliability of the 2009 Appropriate Use Criteria for radionuclide imaging and whether physicians at various levels of training can effectively identify nuclear stress tests with inappropriate indications.METHODS AND RESULTSFour hundred patients were randomly selected from a consecutive cohort of patients undergoing nuclear stress testing at an academic medical center. Raters with different levels of training (including cardiology attending physicians, cardiology fellows, internal medicine hospitalists, and internal medicine interns) classified individual nuclear stress tests using the 2009 Appropriate Use Criteria. Consensus classification by 2 cardiologists was considered the operational gold standard, and sensitivity and specificity of individual raters for identifying inappropriate tests were calculated. Inter-rater reliability of the Appropriate Use Criteria was assessed using Cohen κ statistics for pairs of different raters. The mean age of patients was 61.5 years; 214 (54%) were female. The cardiologists rated 256 (64%) of 400 nuclear stress tests as appropriate, 68 (18%) as uncertain, 55 (14%) as inappropriate; 21 (5%) tests were unable to be classified. Inter-rater reliability for noncardiologist raters was modest (unweighted Cohen κ, 0.51, 95% confidence interval, 0.45-0.55). Sensitivity of individual raters for identifying inappropriate tests ranged from 47% to 82%, while specificity ranged from 85% to 97%.CONCLUSIONSInter-rater reliability for the 2009 Appropriate Use Criteria for radionuclide imaging is modest, and there is considerable variation in the ability of raters at different levels of training to identify inappropriate tests.
Background— We sought to determine inter-rater reliability of the 2009 Appropriate Use Criteria for radionuclide imaging and whether physicians at various levels of training can effectively identify nuclear stress tests with inappropriate indications. Methods and Results— Four hundred patients were randomly selected from a consecutive cohort of patients undergoing nuclear stress testing at an academic medical center. Raters with different levels of training (including cardiology attending physicians, cardiology fellows, internal medicine hospitalists, and internal medicine interns) classified individual nuclear stress tests using the 2009 Appropriate Use Criteria. Consensus classification by 2 cardiologists was considered the operational gold standard, and sensitivity and specificity of individual raters for identifying inappropriate tests were calculated. Inter-rater reliability of the Appropriate Use Criteria was assessed using Cohen κ statistics for pairs of different raters. The mean age of patients was 61.5 years; 214 (54%) were female. The cardiologists rated 256 (64%) of 400 nuclear stress tests as appropriate, 68 (18%) as uncertain, 55 (14%) as inappropriate; 21 (5%) tests were unable to be classified. Inter-rater reliability for noncardiologist raters was modest (unweighted Cohen κ, 0.51, 95% confidence interval, 0.45–0.55). Sensitivity of individual raters for identifying inappropriate tests ranged from 47% to 82%, while specificity ranged from 85% to 97%. Conclusions— Inter-rater reliability for the 2009 Appropriate Use Criteria for radionuclide imaging is modest, and there is considerable variation in the ability of raters at different levels of training to identify inappropriate tests.
We sought to determine inter-rater reliability of the 2009 Appropriate Use Criteria for radionuclide imaging and whether physicians at various levels of training can effectively identify nuclear stress tests with inappropriate indications. Four hundred patients were randomly selected from a consecutive cohort of patients undergoing nuclear stress testing at an academic medical center. Raters with different levels of training (including cardiology attending physicians, cardiology fellows, internal medicine hospitalists, and internal medicine interns) classified individual nuclear stress tests using the 2009 Appropriate Use Criteria. Consensus classification by 2 cardiologists was considered the operational gold standard, and sensitivity and specificity of individual raters for identifying inappropriate tests were calculated. Inter-rater reliability of the Appropriate Use Criteria was assessed using Cohen κ statistics for pairs of different raters. The mean age of patients was 61.5 years; 214 (54%) were female. The cardiologists rated 256 (64%) of 400 nuclear stress tests as appropriate, 68 (18%) as uncertain, 55 (14%) as inappropriate; 21 (5%) tests were unable to be classified. Inter-rater reliability for noncardiologist raters was modest (unweighted Cohen κ, 0.51, 95% confidence interval, 0.45-0.55). Sensitivity of individual raters for identifying inappropriate tests ranged from 47% to 82%, while specificity ranged from 85% to 97%. Inter-rater reliability for the 2009 Appropriate Use Criteria for radionuclide imaging is modest, and there is considerable variation in the ability of raters at different levels of training to identify inappropriate tests.
Author Paz, Yehuda
Ye, Siqin
Kelly, Christopher R
Rabbani, LeRoy E
Lewis, Matthew
Bokhari, Sabahat
Weiner, Shepard D
Rao, Shaline
Einstein, Andrew J
Kelly, Maureen R
Peck, Clara L
AuthorAffiliation 1 Department of Medicine, Columbia University Medical Center and New York-Presbyterian Hospital, New York, New York
AuthorAffiliation_xml – name: 1 Department of Medicine, Columbia University Medical Center and New York-Presbyterian Hospital, New York, New York
Author_xml – sequence: 1
  givenname: Siqin
  surname: Ye
  fullname: Ye, Siqin
  email: sy2357@cumc.columbia.edu
  organization: From the Department of Medicine, Columbia University Medical Center and New York-Presbyterian Hospital. sy2357@cumc.columbia.edu
– sequence: 2
  givenname: LeRoy E
  surname: Rabbani
  fullname: Rabbani, LeRoy E
  organization: From the Department of Medicine, Columbia University Medical Center and New York-Presbyterian Hospital
– sequence: 3
  givenname: Christopher R
  surname: Kelly
  fullname: Kelly, Christopher R
  organization: From the Department of Medicine, Columbia University Medical Center and New York-Presbyterian Hospital
– sequence: 4
  givenname: Maureen R
  surname: Kelly
  fullname: Kelly, Maureen R
  organization: From the Department of Medicine, Columbia University Medical Center and New York-Presbyterian Hospital
– sequence: 5
  givenname: Matthew
  surname: Lewis
  fullname: Lewis, Matthew
  organization: From the Department of Medicine, Columbia University Medical Center and New York-Presbyterian Hospital
– sequence: 6
  givenname: Yehuda
  surname: Paz
  fullname: Paz, Yehuda
  organization: From the Department of Medicine, Columbia University Medical Center and New York-Presbyterian Hospital
– sequence: 7
  givenname: Clara L
  surname: Peck
  fullname: Peck, Clara L
  organization: From the Department of Medicine, Columbia University Medical Center and New York-Presbyterian Hospital
– sequence: 8
  givenname: Shaline
  surname: Rao
  fullname: Rao, Shaline
  organization: From the Department of Medicine, Columbia University Medical Center and New York-Presbyterian Hospital
– sequence: 9
  givenname: Sabahat
  surname: Bokhari
  fullname: Bokhari, Sabahat
  organization: From the Department of Medicine, Columbia University Medical Center and New York-Presbyterian Hospital
– sequence: 10
  givenname: Shepard D
  surname: Weiner
  fullname: Weiner, Shepard D
  organization: From the Department of Medicine, Columbia University Medical Center and New York-Presbyterian Hospital
– sequence: 11
  givenname: Andrew J
  surname: Einstein
  fullname: Einstein, Andrew J
  organization: From the Department of Medicine, Columbia University Medical Center and New York-Presbyterian Hospital
BackLink https://www.ncbi.nlm.nih.gov/pubmed/25563660$$D View this record in MEDLINE/PubMed
BookMark eNpVkd1u1DAQhS1URH_gFcCX3KT4L_bmBlRFpa1UtBK019YkdnaNEjvYTsW-Dw-KYctqubI1850zoznn6MQHbxF6R8klpZJ-aO--tuvHh3b95fpbqYhLQiiR6gU6o42glVKkPjn8KT9F5yl9J0RyJvkrdMrqWnIpyRn61YLH83aXXO_AJ-yM9dkNO-w8zHMMc3SQLfZLP1qIOOVoU8LZppw-4SuP7U-YCppd8DgMRZVtrGKRRBzt6KBzo8s7PISI89ZiRkiDj42XZHEfXeEd_KUimOJVxpVNsJtg4_zmNXo5wJjsm-f3Aj1-vn5ob6v79c1de3Vf9ZyKXDVCEUUYNYo0HZcKrGCUwYp3ypjeqBWTYAQvkOoHtgIuKKe1IVYQ6DrT8Qv0ce87L91kTV9OEWHUZdUJ4k4HcPr_jndbvQlPWnDC65oWg_fPBjH8WMqR9ORSb8cRvA1L0lTWjDeUq1VB1R7tY0gp2uEwhhL9J2N9nHGpCL3PuCjfHm950P0Llf8GkXuqpg
Cites_doi 10.1001/jama.2010.1664
10.1016/j.ahj.2009.12.004
10.1161/CIRCULATIONAHA.113.002744
10.1177/1536867X0400400404
10.1056/NEJMoa0901249
10.1016/j.jacc.2013.04.059
10.1016/j.jacc.2013.01.025
10.1016/j.jacc.2007.10.064
10.1093/oxfordjournals.aje.a116813
10.1016/j.jacc.2009.11.004
10.1007/s12350-011-9467-8
10.1161/CIRCULATIONAHA.110.975995
10.1016/j.jacc.2005.08.029
10.1016/j.jacc.2012.11.056
10.1161/CIRCULATIONAHA.105.560433
10.1016/j.nuclcard.2007.10.010
10.1056/NEJM199806253382607
10.1016/j.jcmg.2013.01.012
10.1016/j.amjmed.2005.09.052
10.1007/s12350-011-9368-x
10.1016/j.jac
10.1161/circulationaha.107.185699
10.1016/j.amjcard.2012.03.026
10.1007/s12350-011-9459-8
10.1097/00001888-200308000-00003
10.1016/j.jacc.2010.10.050
10.1056/NEJMhpr061219
10.1056/NEJM197906143002402
ContentType Journal Article
Copyright 2015 American Heart Association, Inc.
Copyright_xml – notice: 2015 American Heart Association, Inc.
DBID CGR
CUY
CVF
ECM
EIF
NPM
AAYXX
CITATION
7X8
5PM
DOI 10.1161/CIRCOUTCOMES.114.001067
DatabaseName Medline
MEDLINE
MEDLINE (Ovid)
MEDLINE
MEDLINE
PubMed
CrossRef
MEDLINE - Academic
PubMed Central (Full Participant titles)
DatabaseTitle MEDLINE
Medline Complete
MEDLINE with Full Text
PubMed
MEDLINE (Ovid)
CrossRef
MEDLINE - Academic
DatabaseTitleList MEDLINE - Academic
CrossRef
MEDLINE
Database_xml – sequence: 1
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 2
  dbid: EIF
  name: MEDLINE
  url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search
  sourceTypes: Index Database
DeliveryMethod fulltext_linktorsrc
Discipline Medicine
EISSN 1941-7705
EndPage 29
ExternalDocumentID 10_1161_CIRCOUTCOMES_114_001067
25563660
Genre Comparative Study
Research Support, Non-U.S. Gov't
Journal Article
Research Support, N.I.H., Extramural
GrantInformation_xml – fundername: NHLBI NIH HHS
  grantid: K23 HL121144
– fundername: NCATS NIH HHS
  grantid: KL2 TR000081
– fundername: NCRR NIH HHS
  grantid: KL2 RR024157
– fundername: NHLBI NIH HHS
  grantid: T32 HL007854-16
GroupedDBID ---
.XZ
.Z2
0R~
18M
29B
53G
5GY
5VS
AAAAV
AAHPQ
AAIQE
AAJCS
AARTV
AASCR
AAWTL
ABASU
ABBUW
ABDIG
ABJNI
ABVCZ
ABXVJ
ABZAD
ACDDN
ACEWG
ACGFO
ACGFS
ACILI
ACWDW
ACWRI
ACXJB
ACXNZ
ADBBV
ADGGA
ADHPY
ADNKB
AEBDS
AEETU
AFDTB
AFEXH
AFUWQ
AHQNM
AHRYX
AHVBC
AINUH
AJIOK
AJNWD
AJNYG
AJZMW
ALMA_UNASSIGNED_HOLDINGS
ALMTX
AMJPA
AMKUR
AMNEI
AOHHW
BAWUL
BQLVK
C45
CGR
CUY
CVF
DIK
DIWNM
DUNZO
E.X
E3Z
EBS
ECM
EEVPB
EIF
EJD
EX3
F5P
FCALG
FL-
GNXGY
GQDEL
H13
HLJTE
HZ~
IKREB
IN~
IPNFZ
KD2
KQ8
KQB
L-C
NPM
O9-
ODMTH
ODZKP
OHYEH
OK1
OPUJH
OUVQU
OVD
OVDNE
OXXIT
P2P
P6G
RAH
RHF
RIG
RLZ
S4S
TEORI
TR2
TSPGW
V2I
W2D
W3M
W8F
WOW
ZZMQN
AAYXX
CITATION
7X8
5PM
ID FETCH-LOGICAL-c314t-94707021d709b367ae4212a83b7ddcd7826ad437077cf28a341315d0e40abbdb3
ISSN 1941-7713
IngestDate Tue Sep 17 21:20:23 EDT 2024
Sat Aug 17 04:49:50 EDT 2024
Fri Aug 23 00:28:38 EDT 2024
Wed Oct 02 05:27:32 EDT 2024
IsPeerReviewed true
IsScholarly true
Issue 1
Keywords coronary disease
radioisotopes
Language English
License 2015 American Heart Association, Inc.
LinkModel OpenURL
MergedId FETCHMERGED-LOGICAL-c314t-94707021d709b367ae4212a83b7ddcd7826ad437077cf28a341315d0e40abbdb3
Notes ObjectType-Article-2
SourceType-Scholarly Journals-1
ObjectType-Feature-1
content type line 23
PMID 25563660
PQID 1652391378
PQPubID 23479
PageCount 7
ParticipantIDs pubmedcentral_primary_oai_pubmedcentral_nih_gov_4303551
proquest_miscellaneous_1652391378
crossref_primary_10_1161_CIRCOUTCOMES_114_001067
pubmed_primary_25563660
PublicationCentury 2000
PublicationDate 2015-Jan
2015-01-00
20150101
PublicationDateYYYYMMDD 2015-01-01
PublicationDate_xml – month: 01
  year: 2015
  text: 2015-Jan
PublicationDecade 2010
PublicationPlace United States
PublicationPlace_xml – name: United States
PublicationTitle Circulation Cardiovascular quality and outcomes
PublicationTitleAlternate Circ Cardiovasc Qual Outcomes
PublicationYear 2015
References 25563661 - Circ Cardiovasc Qual Outcomes. 2015 Jan;8(1):4-5. doi: 10.1161/CIRCOUTCOMES.114.001585
e_1_3_3_17_2
Fleiss JL (e_1_3_3_25_2) 1973
e_1_3_3_16_2
e_1_3_3_19_2
e_1_3_3_18_2
e_1_3_3_13_2
e_1_3_3_12_2
e_1_3_3_15_2
e_1_3_3_14_2
e_1_3_3_11_2
e_1_3_3_30_2
e_1_3_3_10_2
e_1_3_3_31_2
e_1_3_3_6_2
e_1_3_3_5_2
e_1_3_3_8_2
e_1_3_3_7_2
e_1_3_3_28_2
e_1_3_3_9_2
e_1_3_3_27_2
e_1_3_3_29_2
e_1_3_3_24_2
e_1_3_3_23_2
e_1_3_3_26_2
e_1_3_3_2_2
e_1_3_3_20_2
e_1_3_3_4_2
e_1_3_3_22_2
e_1_3_3_3_2
e_1_3_3_21_2
References_xml – ident: e_1_3_3_6_2
  doi: 10.1001/jama.2010.1664
– ident: e_1_3_3_18_2
  doi: 10.1016/j.ahj.2009.12.004
– ident: e_1_3_3_15_2
  doi: 10.1161/CIRCULATIONAHA.113.002744
– ident: e_1_3_3_24_2
  doi: 10.1177/1536867X0400400404
– ident: e_1_3_3_3_2
  doi: 10.1056/NEJMoa0901249
– ident: e_1_3_3_17_2
  doi: 10.1016/j.jacc.2013.04.059
– ident: e_1_3_3_20_2
– ident: e_1_3_3_31_2
  doi: 10.1016/j.jacc.2013.01.025
– ident: e_1_3_3_9_2
  doi: 10.1016/j.jacc.2007.10.064
– ident: e_1_3_3_23_2
  doi: 10.1093/oxfordjournals.aje.a116813
– ident: e_1_3_3_10_2
  doi: 10.1016/j.jacc.2009.11.004
– ident: e_1_3_3_11_2
  doi: 10.1007/s12350-011-9467-8
– ident: e_1_3_3_16_2
  doi: 10.1161/CIRCULATIONAHA.110.975995
– volume-title: Statistical Methods for Rates and Proportions
  year: 1973
  ident: e_1_3_3_25_2
  contributor:
    fullname: Fleiss JL
– ident: e_1_3_3_7_2
  doi: 10.1016/j.jacc.2005.08.029
– ident: e_1_3_3_4_2
  doi: 10.1016/j.jacc.2012.11.056
– ident: e_1_3_3_5_2
  doi: 10.1161/CIRCULATIONAHA.105.560433
– ident: e_1_3_3_14_2
  doi: 10.1016/j.nuclcard.2007.10.010
– ident: e_1_3_3_30_2
  doi: 10.1056/NEJM199806253382607
– ident: e_1_3_3_19_2
  doi: 10.1016/j.jcmg.2013.01.012
– ident: e_1_3_3_27_2
  doi: 10.1016/j.amjmed.2005.09.052
– ident: e_1_3_3_13_2
  doi: 10.1007/s12350-011-9368-x
– ident: e_1_3_3_8_2
  doi: 10.1016/j.jac
– ident: e_1_3_3_22_2
  doi: 10.1161/circulationaha.107.185699
– ident: e_1_3_3_28_2
  doi: 10.1016/j.amjcard.2012.03.026
– ident: e_1_3_3_12_2
  doi: 10.1007/s12350-011-9459-8
– ident: e_1_3_3_26_2
  doi: 10.1097/00001888-200308000-00003
– ident: e_1_3_3_29_2
  doi: 10.1016/j.jacc.2010.10.050
– ident: e_1_3_3_2_2
  doi: 10.1056/NEJMhpr061219
– ident: e_1_3_3_21_2
  doi: 10.1056/NEJM197906143002402
SSID ssj0063263
Score 2.1581388
Snippet We sought to determine inter-rater reliability of the 2009 Appropriate Use Criteria for radionuclide imaging and whether physicians at various levels of...
Background— We sought to determine inter-rater reliability of the 2009 Appropriate Use Criteria for radionuclide imaging and whether physicians at various...
BACKGROUNDWe sought to determine inter-rater reliability of the 2009 Appropriate Use Criteria for radionuclide imaging and whether physicians at various levels...
SourceID pubmedcentral
proquest
crossref
pubmed
SourceType Open Access Repository
Aggregation Database
Index Database
StartPage 23
SubjectTerms Academic Medical Centers
Adult
Aged
Electronic Health Records
Female
Guideline Adherence - standards
Humans
Male
Middle Aged
New York City
Observer Variation
Patient Selection
Practice Guidelines as Topic - standards
Practice Patterns, Physicians' - standards
Predictive Value of Tests
Quality Indicators, Health Care - standards
Radionuclide Imaging - standards
Radionuclide Imaging - statistics & numerical data
Retrospective Studies
Risk Factors
Unnecessary Procedures - statistics & numerical data
Title Can physicians identify inappropriate nuclear stress tests? An examination of inter-rater reliability for the 2009 appropriate use criteria for radionuclide imaging
URI https://www.ncbi.nlm.nih.gov/pubmed/25563660
https://www.proquest.com/docview/1652391378/abstract/
https://pubmed.ncbi.nlm.nih.gov/PMC4303551
Volume 8
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1Lj9MwELbKIiEuiDddHgoStygljl-JOCAUFS2P7orSSsspchxH9JIubXLY_SX8XMZxXm1BsFyiKk5HjufLzNj-ZozQq9ScfUIx9cC1Mg_i28iLVMY9EQWh9rUOJTb5zrNTfrKkH8_Z-Wj0c8Baqsp0oq5-m1fyP1qFe6BXkyV7Dc12QuEG_Ab9whU0DNd_0nFsLFi7NLF1bdJtfgkffV0q_AK6UGr31JQslpt6AxrM2gL8wHaPzxevNqo5x8tQQIYMVZt1aas0rasSXqNnHX6z69erH6s-n0ymqT0myv2s5-tLdzrpbXpzrPWgoIE7P2yeycqQgdqmZkkCs8GShLWiEcUQttsk04ke3vPZ0PSGBwhrzCgZOGS7InJo6rkx9fGHeXy2XMRns-lXU_d4Yovi9d6t3dHfc3odFbGeBHGcDAWZVO3ECrqBbgYiYmZa_-lLtz_FIeitUzfaF22YgyDo9R96tBv3HExm9jm5gyBncRfdaWYnzjsLtXtopIv76Nas4V88QG8AcU6POKdFnLODOKdBnGMR59SIe_sQLd9PF_GJ1xy_4SmCaelFVIA_CHAm_CglXEht2AMyJKnIMpVBaMllRgk8JFQehNLEQ5hlvqY-QC1LySN0VKwL_QQ5gWBME5qHCoOQXKRCwZ-xinLGZJipMfLbwUkubJWV5C-KGaOX7SAmYBHNNpcs9LraJpizgESYiHCMHttB7YSagnuEc3-MxM5wdw-Yauu7LcXqe111nUKwB9OL4-t39Sm63X8lz9BRuan0cwhly_RFjapfD3aazQ
link.rule.ids 230,315,786,790,891,27957,27958
linkProvider Colorado Alliance of Research Libraries
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Can+Physicians+Identify+Inappropriate+Nuclear+Stress+Tests%3F&rft.jtitle=Circulation+Cardiovascular+quality+and+outcomes&rft.au=Ye%2C+Siqin&rft.au=Rabbani%2C+LeRoy+E.&rft.au=Kelly%2C+Christopher+R.&rft.au=Kelly%2C+Maureen+R.&rft.date=2015-01-01&rft.issn=1941-7713&rft.eissn=1941-7705&rft.volume=8&rft.issue=1&rft.spage=23&rft.epage=29&rft_id=info:doi/10.1161%2FCIRCOUTCOMES.114.001067&rft.externalDBID=n%2Fa&rft.externalDocID=10_1161_CIRCOUTCOMES_114_001067
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1941-7713&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1941-7713&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1941-7713&client=summon