The impact of trained patient educators on musculoskeletal clinical skills attainment in pre-clerkship medical students
Open accessAbstract
BACKGROUND: Despite the high burden of musculoskeletal (MSK) diseases, few generalists are comfortable teaching MSK physical examination (PE) skills. Patient Partners® in Arthritis (PP®IA) is a standardized patient educator program that could potentially supplement current MSK PE teaching. This study aims to determine if differences exist in MSK PE skills between non-MSK specialist physician and PP®IA taught students. METHODS: Pre-clerkship medical students attended 2-hour small group MSK PE teaching by either non-MSK specialist physician tutors or by PP®IA. All students underwent an MSK OSCE and completed retrospective pre-post questionnaires regarding comfort with MSK PE and interest in MSK. RESULTS: 83 students completed the OSCE (42 PP®IA, 41 physician taught) and 82 completed the questionnaire (42 PP®IA, 40 physician taught). There were no significant differences between groups in OSCE scores. For all questionnaire items, post-session ratings were significantly higher than pre-session ratings for both groups. In exploratory analysis PP®IA students showed significantly greater improvement in 12 of 22 questions including three of five patient-centred learning questions. CONCLUSIONS: PP®IA MSK PE teaching is as good as non-MSK specialist physician tutor teaching when measured by a five station OSCE and provide an excellent complementary resource to address current deficits in MSK PE teaching.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The duration of the preparation ranged from substantial training sessions of 100 hours in total to the majority of programmes providing solely written information or a single orientation session of 1-1.5 hours.
“The duration of the preparation ranged from substantial training sessions of 100 hours in total42 to the majority of programmes providing solely written information or a single orientation session of 1–1.5 hours.24 30 32 39 43 49 52 57”
From Role of active patient involvement in undergraduate medical education: a systematic review (2020) · cites this paper as [42]
No difference was observed in increased structured clinical examination (OSCE) scores when comparing sessions delivered by trained patient educators with sessions delivered by rheumatology staff together with a passive patient undergoing examination and sessions with a non-MSK specialist physician.
“No difference was observed in increased structured clinical examination (OSCE) scores when comparing sessions delivered by trained patient educators with sessions delivered by rheumatology staff together with a passive patient undergoing examination54 62 and sessions with a non-MSK specialist physician.42”
From Role of active patient involvement in undergraduate medical education: a systematic review (2020) · cites this paper as [42]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Kytle, J., & Bandura, A. (1978) · Contemporary Sociology · doi:10.2307/2065952 · Cited by 25,422 · see citing works
Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences
Cohen, P., Cohen, P., West, S. G., & Aiken, L. S. (2014) · Psychology Press eBooks · doi:10.4324/9781410606266 · Cited by 20,819 · see citing works
Situated Cognition and the Culture of Learning
Brown, J. S., Collins, A., & Duguid, P. (1989) · Educational Researcher · doi:10.3102/0013189x018001032 · Cited by 13,645 · cited 1× · see citing works
“Patient educator programs were initially grounded in Bandura’s social learning theory and bridge both Lave’s Situated Learning Theory and Vygotsky’s Social Development Theory [40-42].”
BackgroundPierce, W. D., & Bandura, A. (1977) · The Canadian Journal of Sociology · doi:10.2307/3340496 · Cited by 9,733 · see citing works
Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences.
Henry, N. W., Cohen, J., & Cohen, P. R. (1977) · Contemporary Sociology A Journal of Reviews · doi:10.2307/2064799 · Cited by 7,231 · see citing works
Badley, E. M., Rasooly, I. R., & Webster, G. (1994) · PubMed · Cited by 387 · see citing works
The Adequacy of Medical School Education in Musculoskeletal Medicine*†
Freedman, K. B., & Bernstein, J. M. (1998) · Journal of Bone and Joint Surgery · doi:10.2106/00004623-199810000-00003 · Cited by 302 · see citing works
EDUCATIONAL DEFICIENCIES IN MUSCULOSKELETAL MEDICINE
Freedman, K. B., & Bernstein, J. M. (2002) · Journal of Bone and Joint Surgery · doi:10.2106/00004623-200204000-00015 · Cited by 204 · see citing works
The Teaching Effectiveness of Standardized Patients
BECKER, K. L., Rose, L. E., Berg, J., Park, H., & Shatzer, J. H. (2006) · Journal of Nursing Education · doi:10.3928/01484834-20060401-03 · Cited by 187 · see citing works
Educating Medical Students About Musculoskeletal Problems
Pinney, S., & Regan, W. D. (2001) · Journal of Bone and Joint Surgery · doi:10.2106/00004623-200109000-00004 · Cited by 183 · see citing works
Day, C. S., Yeh, A. C., Franko, O. I., Ramirez, M. A., & Krupat, E. (2007) · Academic Medicine · doi:10.1097/acm.0b013e31803ea860 · Cited by 173 · see citing works
Lambert, T. W., Goldacre, M. J., Edwards, C., & Parkhouse, J. (1996) · BMJ · doi:10.1136/bmj.313.7048.19 · Cited by 164 · see citing works
CURRICULAR REQUIREMENTS FOR MUSCULOSKELETAL MEDICINE IN AMERICAN MEDICAL SCHOOLS
DiCaprio, M. R., Covey, A. S., & Bernstein, J. M. (2003) · Journal of Bone and Joint Surgery · doi:10.2106/00004623-200303000-00027 · Cited by 153 · see citing works
Management of common musculoskeletal problems: a survey of Ontario primary care physicians.
Glazier, R. H., Dalby, D. M., Badley, E. M., HAWKER, G. A., Bell, M. J., Buchbinder, R., & Lineker, S. C. (1998) · Europe PMC (PubMed Central) · Cited by 125 · see citing works
Self-citationGlobal core recommendations for a musculoskeletal undergraduate curriculum
Woolf, A. D., Walsh, N. E., & Åkesson, K. (2004) · Annals of the Rheumatic Diseases · doi:10.1136/ard.2003.016071 · Cited by 114 · see citing works
Simulated patients and the assessment of medical students' interpersonal skills
Sanson‐Fisher, R., & Poole, A. D. (1980) · Medical Education · doi:10.1111/j.1365-2923.1980.tb02269.x · Cited by 114 · see citing works
Determinants of physician confidence in the primary care management of musculoskeletal disorders.
Glazier, R. H., Dalby, D. M., Badley, E. M., HAWKER, G. A., Bell, M. J., & Buchbinder, R. (1996) · PubMed · Cited by 114 · see citing works
Self-citationVygotsky on Learning and Development
Wertsch, J. V., & Sohmer, R. (2010) · Human Development · doi:10.1159/000278339 · Cited by 113 · see citing works
Retrospective Versus Actual Pre-Course Self-Assessments
Levinson, W. S., Gordon, G. H., & Skeff, K. M. (1990) · Evaluation & the Health Professions · doi:10.1177/016327879001300406 · Cited by 105 · see citing works
Lam, T. P., Irwin, M. G., Chow, L., & Chan, P. H. (2002) · Medical Education · doi:10.1046/j.1365-2923.2002.01142.x · Cited by 94 · see citing works
Feelings related to first patient experiences in medical school
Pitkälä, K. H., & Mäntyranta, T. (2003) · Patient Education and Counseling · doi:10.1016/s0738-3991(03)00209-x · Cited by 84 · see citing works
Pickard, S., Baraitser, P., Rymer, J., & Piper, J. (2003) · BMJ · doi:10.1136/bmj.327.7428.1389 · Cited by 81 · see citing works
Yelin, E. H., Cisternas, M. G., Pasta, D. J., Trupin, L. S., Murphy, L. B., & Helmick, C. G. (2004) · Arthritis & Rheumatism · doi:10.1002/art.20298 · Cited by 80 · see citing works
Badley, E. M., Webster, G., & Rasooly, I. R. (1995) · PubMed · Cited by 78 · see citing works
Evaluation of physical examination skills. Reliability of faculty observers and patient instructors
Elliot, D. L. (1987) · JAMA · doi:10.1001/jama.258.23.3405 · Cited by 77 · see citing works
Colliver, J. A., Swartz, M. H., ROBBS, R. S., & Cohen, D. (1999) · Academic Medicine · doi:10.1097/00001888-199903000-00018 · Cited by 70 · see citing works
Glazier, R. H., Dalby, D. M., Badley, E. M., HAWKER, G. A., Bell, M. J., Buchbinder, R., & Lineker, S. C. (1996) · PubMed Central · Cited by 67 · see citing works
Self-citationCoady, D., Walker, D., & Kay, L. (2004) · Lara D. Veeken · doi:10.1093/rheumatology/keh138 · Cited by 66 · see citing works
Audit of Medical Inpatient Examination: A Cry from the Joint
Doherty, M., Abawi, J., & Pattrick, M. (1990) · Journal of the Royal College of Physicians of London · doi:10.1016/s0035-8819(25)02126-9 · Cited by 66 · see citing works
Mix, K. S., Mengshol, J. A., Benbow, U., Vincenti, M. P., Sporn, M. B., & Brinckerhoff, C. (2001) · Arthritis & Rheumatism · doi:10.1002/1529-0131(200105)44:5 · Cited by 64 · see citing works
Initial pelvic examination instruction: The effectiveness of three contemporary approaches
Holzman, G. B., Singleton, D., Holmes, T. F., & Maatsch, J. L. (1977) · American Journal of Obstetrics and Gynecology · doi:10.1016/0002-9378(77)90731-1 · Cited by 62 · see citing works
Pelvic examination instruction and experience
Kleinman, D., Hage, M. L., Hoole, A. J., & Kowlowitz, V. (1996) · Academic Medicine · doi:10.1097/00001888-199611000-00021 · Cited by 62 · see citing works
Using Standardized Patients as Teachers
Davidson, R., Duerson, M. C., Rathe, R., Pauly, R. R., & Watson, R. T. (2001) · Academic Medicine · doi:10.1097/00001888-200108000-00019 · Cited by 61 · see citing works
Patients teach students: partners in arthritis education
Hendry, G. D., Schrieber, L., & Bryce, D. A. (1999) · Medical Education · doi:10.1046/j.1365-2923.1999.00524.x · Cited by 58 · see citing works
Badley, E. M., & Wang, P. (2001) · PubMed · Cited by 57 · see citing works
The musculo‐skeletal examination
Ahern, M. J., Soden, M., Schultz, D. W., & Clark, M. S. G. (1991) · Australian and New Zealand Journal of Medicine · doi:10.1111/j.1445-5994.1991.tb04694.x · Cited by 56 · see citing works
Development and Evaluation of an Integrated Musculoskeletal Disease Course for Medical Students
Saleh, K. J., Messner, R. P., Axtell, S. A. M., Harris, I. B., & Mahowald, M. L. (2004) · Journal of Bone and Joint Surgery · doi:10.2106/00004623-200408000-00008 · Cited by 56 · see citing works
Teaching students the art and science of physical diagnosis
Anderson, R. C., Fagan, M. J., & Sebastian, J. L. (2001) · The American Journal of Medicine · doi:10.1016/s0002-9343(01)00621-0 · Cited by 54 · see citing works
The Current State of Musculoskeletal Clinical Skills Teaching for Preclerkship Medical Students
Oswald, A., Bell, M. J., Snell, L. S., & Wiseman, J. (2008) · The Journal of Rheumatology · doi:10.3899/jrheum.080308 · Cited by 53 · see citing works
Self-citationRaj, N., Badcock, L. J., Brown, G. A., Deighton, C. M., & O'Reilly, S. C. (2006) · Rheumatology · doi:10.1093/rheumatology/kel126 · Cited by 53 · see citing works
Undergraduate rheumatology teaching in the UK: a survey of current practice and changes since 1990
Kay, L., Deighton, C., Walker, D., & Hay, E. M. (2000) · Lara D. Veeken · doi:10.1093/rheumatology/39.7.800 · Cited by 49 · see citing works
Whipple, M., Barlow, C. B., Smith, S., & Goldstein, E. A. (2006) · Academic Medicine · doi:10.1097/00001888-200610001-00011 · Cited by 47 · see citing works
Sachdeva, A. K., Wolfson, P. J., Blair, P. G., Gillum, D. R., Gracely, E. J., & Friedman, M. (1997) · The American Journal of Surgery · doi:10.1016/s0002-9610(96)00391-1 · Cited by 46 · see citing works
An Evaluation of the Performing and Recording of Physical Examinations by Psychiatric Trainees
Rigby, J., & Oswald, A. G. (1987) · The British Journal of Psychiatry · doi:10.1192/bjp.150.4.533 · Cited by 42 · see citing works
Self-citationEvaluation of patient partners in the teaching of the musculoskeletal examination.
Smith, M., Henry-Edwards, S., Shanahan, E. M., & Ahern, M. J. (2000) · PubMed · Cited by 40 · see citing works
Barley, G. E., Fisher, J., Dwinnell, B. G., & White, K. (2006) · Academic Medicine · doi:10.1097/00001888-200610001-00024 · Cited by 38 · see citing works
Schrieber, L., Hendry, G. D., & Hunter, D. J. (2000) · PubMed · Cited by 35 · see citing works
The use of trained patient instructors for teaching and assessing rheumatologic care
Gall, E. P., Meredith, K. E., Stillman, P. L., Rutala, P. J., Gooden, M. A., Boyer, J. T., & Riggs, G. E. (1984) · Arthritis & Rheumatism · doi:10.1002/art.1780270512 · Cited by 34 · see citing works
The use of instructor-patients to teach physical examination techniques
Anderson, K. K., & Meyer, T. C. (1978) · Academic Medicine · doi:10.1097/00001888-197810000-00006 · Cited by 32 · see citing works
Branch, V. K., & Lipsky, P. E. (1998) · Arthritis & Rheumatism · doi:10.1002/art.1790110106 · Cited by 31 · see citing works
Connell, K. J., Sinacore, J. M., Schmid, F. R., Chang, R. W., & Perlman, S. G. (1993) · Arthritis & Rheumatism · doi:10.1002/art.1780360316 · Cited by 29 · see citing works
Dequeker, J., & Rasker, H. (1998) · PubMed · Cited by 27 · see citing works
Pelvic Examination Training for Interns: A Randomized Controlled Trial
Herbers, J. E., Wessel, L. A., El-Bayoumi, J., Hassan, S. N., & Onge, J. E. S. (2003) · Academic Medicine · doi:10.1097/00001888-200311000-00019 · Cited by 26 · see citing works
Humphrey-Murto, S., Smith, C. D., Touchie, C., & Wood, T. C. (2004) · Teaching and Learning in Medicine · doi:10.1207/s15328015tlm1602_10 · Cited by 25 · see citing works
Guidelines for rheumatology undergraduate core curriculum
Doherty, M., & Woolf, A. D. (1999) · Annals of the Rheumatic Diseases · doi:10.1136/ard.58.3.133 · Cited by 25 · see citing works
Assessing clinical judgment with standardized patients.
Cl, M., Gall, E. P., Ke, M., Ma, G., & Jt, B. (1985) · PubMed · Cited by 25 · see citing works
Oswald, A. E., Wiseman, J., Bell, M. J., & Snell, L. (2011) · Medical Teacher · doi:10.3109/0142159x.2011.557412 · Cited by 23 · see citing works
Self-citationALLEN, S. S., Miller, J. L., Ratner, E. R., & Santilli, J. D. (2011) · Medical Teacher · doi:10.3109/0142159x.2011.558139 · Cited by 19 · see citing works
Davis, P., Russell, A. S., & Skeith, K. J. (1997) · PubMed · Cited by 19 · see citing works
An Evaluation of an Innovative Approach to Teaching the Pelvic Examination to Medical Students
Leserman, J., & Luke, C. S. (1982) · Women & Health · doi:10.1300/j013v07n02_04 · Cited by 18 · see citing works
EDUCATION: RHEUMATOLOGY AND MEDICAL EDUCATION IN GREAT BRITAIN
Dacre, J. E., Griffith, S., & Jolly, B. C. (1996) · Lara D. Veeken · doi:10.1093/rheumatology/35.3.269 · Cited by 18 · see citing works
Fletcher, K. E., Stern, D. T., White, C. B., Gruppen, L. D., Oh, M. S., & Cimmino, V. M. (2004) · Teaching and Learning in Medicine · doi:10.1207/s15328015tlm1602_9 · Cited by 16 · see citing works
Coady, D., Walker, D. J., & Kay, L. (2003) · Medical Teacher · doi:10.1080/0142159031000137454 · Cited by 16 · see citing works
Meeting the Challenges of an Aging Population
Hodes, R. J. (1997) · Academic Medicine · doi:10.1097/00001888-199710000-00019 · Cited by 14 · see citing works
Bell, M. J., Badley, E. M., Glazier, R. H., & Poldre, P. A. (1997) · Academic Medicine · doi:10.1097/00001888-199710000-00025 · Cited by 13 · see citing works
Self-citationEffect of multiple standardized patients on case and examination means and passing rates
Swartz, M. H., Colliver, J. A., ROBBS, R. S., & Cohen, D. S. (1999) · Academic Medicine · doi:10.1097/00001888-199910000-00063 · Cited by 7 · see citing works
Keefe (1996) · doi:10.1002/1529-0131(199608)9:4
Flagged first, then by citations
Cited by
Sorted by citations
Role of active patient involvement in undergraduate medical education: a systematic review
Dijk, S. W., Duijzer, E. J., & Wienold, M. (2020) · BMJ Open · doi:10.1136/bmjopen-2020-037217 · Cited by 208 · see citing works
Digital storytelling in health professions education: a systematic review
Moreau, K. A., Eady, K., Sikora, L., & Horsley, T. (2018) · BMC Medical Education · doi:10.1186/s12909-018-1320-1 · Cited by 157 · see citing works
O’Rourke, S. R., Branford, K. R., Brooks, T. L., Ives, L. T., Nagendran, A., & Compton, S. N. (2020) · Teaching and Learning in Medicine · doi:10.1080/10401334.2019.1652180 · Cited by 37 · see citing works
Development, Organisation and Implementation of a Surgical Skills ‘Boot Camp’: SIMweek
Singh, P., Aggarwal, R. K., Pucher, P. H., & Darzi, A. W. (2015) · World Journal of Surgery · doi:10.1007/s00268-015-2972-1 · Cited by 35 · see citing works
Peter, W. F., van der Wees, P. J., Verhoef, J., de Jong, Z., van Bodegom‐Vos, L., Hilberdink, W. K. H. A., Fiocco, M. F., & Vlieland, T. P. M. V. (2014) · Disability and Rehabilitation · doi:10.3109/09638288.2014.913708 · Cited by 31 · see citing works
Peter, W. F., van der Wees, P. J., Verhoef, J., de Jong, Z., van Bodegom‐Vos, L., Hilberdink, W. K. H. A., Fiocco, M. F., & Vlieland, T. P. M. V. (2012) · Rheumatology · doi:10.1093/rheumatology/kes264 · Cited by 30 · see citing works
The learning curve of nurses for the assessment of swollen and tender joints in rheumatoid arthritis
Cheung, P., Dougados, M., Vincent, A. L. A., Balandraud, N., Chalès, G., Chary-Valckenaere, I., Dernis, E., Gill, G., Gilson, M., Guis, S., et al. (2013) · Joint Bone Spine · doi:10.1016/j.jbspin.2013.06.006 · Cited by 20 · see citing works
Moßhammer, D., Graf, J., Joos, S., & Hertkorn, R. (2017) · BMC Medical Education · doi:10.1186/s12909-017-1074-1 · Cited by 20 · see citing works
Yu, J. C., Guo, Q., & Hodgson, C. S. (2020) · MedEdPORTAL · doi:10.15766/mep_2374-8265.10945 · Cited by 18 · see citing works
Perrig, M., Berendonk, C., Rogausch, A., & Beyeler, C. (2016) · BMC Medical Education · doi:10.1186/s12909-016-0554-z · Cited by 16 · see citing works
Using Model Hands for Learning Orthotic Fabrication
Hagemann, E., Williams, C. K., McKee, P., Stefanovich, A., & Carnahan, H. (2013) · American Journal of Occupational Therapy · doi:10.5014/ajot.2014.009001 · Cited by 9 · see citing works
Melo, L., Schrieber, L., Eyles, J. P., Deveza, L. A., de Meneses, S. R. F., & Hunter, D. J. (2017) · International Journal of Rheumatic Diseases · doi:10.1111/1756-185x.13080 · Cited by 7 · see citing works
The role of patient organisations in musculoskeletal care
Opava, C. H., & Carlsson, A. (2012) · Best Practice & Research Clinical Rheumatology · doi:10.1016/j.berh.2012.05.003 · Cited by 6 · see citing works
Burnier, I., Northrop, G., & Fotsing, S. (2022) · Canadian Medical Education Journal · doi:10.36834/cmej.72429 · Cited by 5 · see citing works
Sherif, R. E., Shrier, I., Tellier, P., & Rodríguez, C. (2024) · Canadian Medical Education Journal · doi:10.36834/cmej.77841 · Cited by 2 · see citing works
Musculoskeletal Examination Skills: Are We Still Interested?
Almoallim, H. M., & Gelidan, A. (2012) · International Journal of Clinical Medicine · doi:10.4236/ijcm.2012.35065 · Cited by 2 · see citing works
A History of Musculoskeletal Medicine and Its Place and Progress in Undergraduate Medical Education
McNeill, K., Reyes, N., Choe, S., Peterson, D. C., Bryant, D., & Sonnadara, R. (2023) · Medical Science Educator · doi:10.1007/s40670-023-01782-3 · Cited by 2 · see citing works
Shand, C., Daly, J., & Pedlow, K. (2026) · Health Expectations · doi:10.1111/hex.70575 · Cited by 1 · see citing works
Westwood, O. M. R. (2012) · Rheumatology Current Research · doi:10.4172/2161-1149.s2-e001
Using Peer Role-playing to Improve Student Skills for Musculoskeletal Physical ExaminationsPreprint
Yamauchi, K., Hagiwara, Y., Iwakura, N., Kubo, S., Sato, A., Ohtsuru, T., Okazaki, K., & Okubo, Y. (2020) · doi:10.21203/rs.3.rs-38266/v1
Advocating Active and Meaningful Involvement of Patients in the Delivery of Medical Education
Shrivastava, S. R., & Shrivastava, P. (2022) · Journal of the Scientific Society · doi:10.4103/jss.jss_80_21
Hopkins, H., Webster, T. B., Lewis, K. L., Smith, C. M., & Yelen, M. E. (2026) · Advances in Simulation · doi:10.1186/s41077-025-00373-z
- Authors
- Oswald, A. E., Bell, M. J., Wiseman, J., & Snell, L.
- Affiliations
- University of Alberta (CA)
- University of Toronto (CA)
- McGill University (CA)
- Corresponding author
- Oswald, Anna E
- Venue
- BMC Medical Education
- Published
- 2011-09-23
- Volume
- 11
- Issue
- 1
- Pages
- 65-65
- ISSN
- 1472-6920 (ISSN-L)
- PMC
- PMC3190339
- OpenAlex
- W1976940941
- Cited by
- 23
- References
- 67
- Citations by year
- 2026: 2 · 2024: 1 · 2023: 1 · 2022: 2 · 2020: 3 · 2019: 1 · 2018: 1 · 2017: 2 · 2016: 1 · 2015: 1 · 2014: 1 · 2013: 2 · 2012: 5
- FWCI
- 2.59
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- BMC Medical Education (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- TSpace (University of Toronto) (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- University of Ottawa
- McGill University
- University of Alberta
- Topics
- Health Sciences › Medicine › Rehabilitation › Musculoskeletal Disorders and Rehabilitation
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Innovations in Medical Education
- Health Sciences › Medicine › Physiology › Simulation-Based Education in Healthcare
- Keywords
- patient educators, standardized patients, preclinical medical students, clinical skills assessment, OSCE
- MeSH terms
- Clinical Competence, Education, Medical, Undergraduate, Humans, Musculoskeletal Diseases, Musculoskeletal System, Patient Participation, Physical Examination, Physician-Patient Relations, Quebec, Students, Medical, Teaching
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review