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Alimam DM, Alqarni MJ, Aljohani MH, Alqarni MA, Alsubiheen AM, Alrushud AS. Key Factors Driving Physiotherapy Use in Patients with Nonspecific Low Back Pain: Retrospective Clinical Data Analysis. J Clin Med 2024; 13:6261. [PMID: 39458211 PMCID: PMC11508664 DOI: 10.3390/jcm13206261] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2024] [Revised: 10/08/2024] [Accepted: 10/17/2024] [Indexed: 10/28/2024] Open
Abstract
Background/objectives: Understanding the factors that influence physiotherapy (PT) service use among patients with nonspecific lower back pain (LBP) is necessary to optimize treatment strategies, healthcare resource allocation, and the planning of value-based initiatives. We report factors that influence the number of PT visits per episode of care (defined as a referral from a physician) for an LBP population in Saudi Arabia, and compare them with patients experiencing their first and recurrent episodes of LBP. Methods: LBP patients were retrospectively enrolled from a clinical dataset derived from an outpatient PT clinic in Saudi Arabia. The primary outcome variable was the number of PT visits performed per episode of care. Multiple linear regression analysis was performed to examine the relationships between the numbers of PT visits per episode of care and independent variables. Results: The number of PT sessions per week (β 0.34, p < 0.001), compliance with PT sessions (β 0.31, p < 0.001), and pre-pain scores (β 0.29, p < 0.001) explained 41.8% (adjusted R2 0.32) of the variance in the total number of PT visits per episode of care (p < 0.001). Conclusions: Factors that might improve value-based care for LBP patients are reported. The more PT sessions per week, compliance with these sessions, and higher baseline pain scores predict a higher number of PT visits per episode of care among these patients. While reported for a Saudi Arabian population, there is no reason to believe that these findings do not apply internationally.
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Affiliation(s)
- Dalia M. Alimam
- Department of Health Rehabilitation Sciences, College of Applied Medical Sciences, King Saud University, P.O. Box 10219, Riyadh 11433, Saudi Arabia
| | - Muteb J. Alqarni
- Physiotherapy Department, Royal Commission Medical Center, Yanbu 46451, Saudi Arabia
| | - Mawaddah H. Aljohani
- Physiotherapy Department, Royal Commission Medical Center, Yanbu 46451, Saudi Arabia
| | - Mohammed A. Alqarni
- Physiotherapy Department, Royal Commission Medical Center, Yanbu 46451, Saudi Arabia
| | - Abdulrahman M. Alsubiheen
- Department of Health Rehabilitation Sciences, College of Applied Medical Sciences, King Saud University, P.O. Box 10219, Riyadh 11433, Saudi Arabia
| | - Asma S. Alrushud
- Department of Health Rehabilitation Sciences, College of Applied Medical Sciences, King Saud University, P.O. Box 10219, Riyadh 11433, Saudi Arabia
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Gouzoulis MJ, Moran J, Jeong S, Galivanche AR, Kammien AJ, Jabbouri SS, Grauer JN. Physical Therapy Utilization After Single-level Posterior Lumbar Fusion. Spine (Phila Pa 1976) 2024; 49:E272-E278. [PMID: 38349019 DOI: 10.1097/brs.0000000000004958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Accepted: 02/04/2024] [Indexed: 08/13/2024]
Abstract
STUDY DESIGN Retrospective cohort study. OBJECTIVE Characterize physical therapy (PT) utilization following single-level posterior lumbar fusion (PLF). SUMMARY OF BACKGROUND DATA PLF is a common procedure that is increasing in frequency. After such surgeries, PT may be considered to facilitate mobilization and return to activities. However, the usage of such therapy has not been well-characterized in the literature. MATERIALS AND METHODS Patients undergoing single-level PLF were identified from the 2010 to 2021 PearlDiver administrative database. These patients were stratified based on usage of therapy, home versus outpatient therapy, and timing of therapy within the year after surgery. To determine predictors of therapy, patient characteristics were determined and multivariable regressions were performed. RESULTS A total of 213,240 patients undergoing single-level PLF were identified, of which therapy was done in the year after surgery for 63,231 (29.0%, of which home therapy accounted for 16.5% of therapy visits). Of those who utilized PT, the average number of visits was 10.6±10.6. Home therapy peaked within the first month after surgery and outpatient therapy peaked at month two. Factors associated with any PT following PLF in decreasing odds ratio (OR) were having commercial insurance (OR: 1.68), being from the Northeast (OR: 1.41), age (OR: 1.13 for 70+ of age) female sex (OR: 1.09), and ECI (OR: 1.04 per point) ( P <0.001 for all). Of those who received therapy, factors associated with home PT utilization were being from the Northeast (OR: 2.55), age (OR: 1.91 for 70+ of age), Medicaid insurance (OR: 1.48), female sex (OR: 1.39), and interbody fusion (OR:1.07) ( P <0.001 for all). CONCLUSIONS After single-level PLF, the minority of patients received home or outpatient PT. Of those who did, there was significant variation in the number of visits, with nonmedical factors such as insurance plan and geographic region being strongly associated suggesting room for more consistent practice patterns. LEVEL OF EVIDENCE Level 3.
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Affiliation(s)
- Michael J Gouzoulis
- Department of Orthopaedics and Rehabilitation, Yale School of Medicine, New Haven, CT
| | - Jay Moran
- Department of Orthopaedics and Rehabilitation, Yale School of Medicine, New Haven, CT
| | - Seongho Jeong
- Department of Orthopaedics and Rehabilitation, Yale School of Medicine, New Haven, CT
| | - Anoop R Galivanche
- Department of Orthopaedic Surgery, University of California San Francisco, San Francisco, CA
| | - Alexander J Kammien
- Department of Orthopaedics and Rehabilitation, Yale School of Medicine, New Haven, CT
| | - Sahir S Jabbouri
- Department of Orthopaedics and Rehabilitation, Yale School of Medicine, New Haven, CT
| | - Jonathan N Grauer
- Department of Orthopaedics and Rehabilitation, Yale School of Medicine, New Haven, CT
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Bauer MR, Richard P, Ritter G, Yoon J, Larson MJ. Clinician approaches to new spine pain cases in primary care: Balance of opioid prescribing and early linkage to exercise therapy and spinal manipulation. J Eval Clin Pract 2024; 30:355-366. [PMID: 38062882 PMCID: PMC11023770 DOI: 10.1111/jep.13944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Revised: 09/29/2023] [Accepted: 10/26/2023] [Indexed: 02/28/2024]
Abstract
RATIONALE, AIMS AND OBJECTIVES Spine pain (SP) is common and often disabling. Clinical practice guidelines discourage opioid treatment and outline the value of varied nonpharmacologic therapies (NPTs). This study elucidates the amount of variability in primary-care clinicians' (PCPs') prescribing of opioids and in their cases' receipt of the two most common NPTs (exercise therapy and spinal manipulation). METHOD The design was a retrospective cohort study examining variation in the treatment of PCPs' new SP cases, classified by receipt of (a) prescription of an opioid at the initial visit; (b) exercise therapy and/or spinal manipulation within 30 days of initial visit. The study was set in the primary care clinics at military treatment facilities of the US Military Health System in the period between October 2011 and September 2016. RESULTS The majority of cases did not receive a study treatment (66.3%); 19.6% of cases received only NPT within 30 days of initial visit; 11.5% were prescribed only an opioid at the initial visit with receipt of both NPT and opioid during early treatment rare (2.6%). Exercise therapy within 30 days exhibited more than a twofold difference in interquartile percentile rates (IQR) (median provision 15.8%, IQR 9.8%-22.1%). The other treatments exhibited even greater variation; specifically, spinal manipulation (median 8.5%, IQR 3.3%-15.8%), and opioid at initial visit (median 10.3%, IQR 4.4%-18.2%). The availability of physical therapists and doctors of chiropractic had significant association with several clinical provision rates. CONCLUSION Among providers of spine care for a sample of Army soldiers, there was substantial variation in the early provision of exercise therapy, spinal manipulation, and opioid prescriptions. The magnitude of the case-mix adjusted variation and its association with facility availability of providers suggests that quality of care initiatives may help reduce this variation.
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Affiliation(s)
- Mark R. Bauer
- Heller School for Social Policy and Management, Brandeis University, Waltham MA
| | - Patrick Richard
- Preventive Medicine & Biostatistics, Uniformed Services University, Bethesda MD
| | - Grant Ritter
- Heller School for Social Policy and Management, Brandeis University, Waltham MA
| | - Jangho Yoon
- Preventive Medicine & Biostatistics, Uniformed Services University, Bethesda MD
| | - Mary Jo Larson
- Heller School for Social Policy and Management, Brandeis University, Waltham MA
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Lu M, Wong JJ, Côté P, Watson T, Rosella LC. Association between physiotherapy utilization and medical healthcare utilization and costs in adults with back pain from Ontario, Canada: a population-based cohort study. Pain 2023; 164:2572-2580. [PMID: 37310500 DOI: 10.1097/j.pain.0000000000002957] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Accepted: 03/30/2023] [Indexed: 06/14/2023]
Abstract
ABSTRACT This study examined the association between physiotherapy utilization and subsequent medical healthcare utilization and costs in a population-based sample of adults with back pain in Ontario. We conducted a population-based cohort study of Ontario respondents with back pain (≥18 years) of the Canadian Community Health Survey 2003 to 2010 cycles, linked to health administrative data up to 2018. Physiotherapy utilization was defined as self-reported consultation with a physiotherapist in the past 12 months. A propensity score-matched cohort was conducted to match adults with and without physiotherapy utilization, accounting for potential confounders. We assessed associations using negative-binomial and linear (log-transformed) regression to evaluate outcomes of healthcare utilization (back pain-specific and all-cause) and costs, respectively, at 1- and 5-year follow-up. There were 4343 pairs of matched respondents. Compared with those who did not receive physiotherapy, adults who received physiotherapy were more likely to have back pain-specific physician visits (RR women (5years) = 1.48, 95% CI 1.24-1.75; RR men (5years) = 1.42, 95% CI 1.10-1.84). Women who received physiotherapy had 1.11 times the rate of all-cause physician visits (RR 1year = 1.11, 95% CI 1.02-1.20), and men who received physiotherapy had 0.84 times the rate of all-cause hospitalizations (RR 5years = 0.84, 95% CI 0.71-0.99) than those who did not. There was no association between physiotherapy utilization and healthcare costs. Adults with back pain who received physiotherapy are more likely to have back pain-specific physician visits up to 5-year follow-up than those who did not. Physiotherapy utilization is linked to some sex-based differences in all-cause healthcare utilization but not differences in costs. Findings inform interprofessional collaboration and allied healthcare delivery for back pain in Ontario.
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Affiliation(s)
- Mindy Lu
- Dalla Lana School of Public Health, University of Toronto, 155 College St, Toronto, ON, Canada
| | - Jessica J Wong
- Dalla Lana School of Public Health, University of Toronto, 155 College St, Toronto, ON, Canada
- Institute for Disability and Rehabilitation Research, Ontario Tech University, Oshawa, ON, Canada
| | - Pierre Côté
- Dalla Lana School of Public Health, University of Toronto, 155 College St, Toronto, ON, Canada
- Institute for Disability and Rehabilitation Research, Ontario Tech University, Oshawa, ON, Canada
- Faculty of Health Sciences, Ontario Tech University, Oshawa, ON, Canada
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
| | - Tristan Watson
- Dalla Lana School of Public Health, University of Toronto, 155 College St, Toronto, ON, Canada
- ICES, Toronto, ON, Canada
| | - Laura C Rosella
- Dalla Lana School of Public Health, University of Toronto, 155 College St, Toronto, ON, Canada
- ICES, Toronto, ON, Canada
- Stephen Family Chair in Community Health, Institute for Better Health, Trillium Health Partners, Mississauga, ON, Canada
- Department of Laboratory Medicine and Pathobiology, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
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Brennan GP, Snow G, Minick KI, Stevans JM. Significant Clinical Improvement Was Predicted in a Cohort of Patients With Low Back Pain Early in the Care Process. Phys Ther 2023; 103:pzad082. [PMID: 37402701 DOI: 10.1093/ptj/pzad082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2022] [Revised: 02/15/2023] [Accepted: 05/22/2023] [Indexed: 07/06/2023]
Abstract
OBJECTIVE The purpose of this study was to determine the proportion of patients with low back pain who achieved clinical improvement in disability within 3 or 6 physical therapy visits, identify factors that predicted improvement, and predict the probability of improvement by the third and sixth visits. METHODS This retrospective, observational study looked at patients (N = 6523) who completed a numeric pain scale and Modified Low Back Disability Questionnaire (MDQ) at every visit. Four prediction models were developed: 30% improvement by visit 3 and by visit 6 and 50% improvement by visit 3 and by visit 6. A logistic regression model was fit to predict patients' improvement in disability using the MDQ. Predictive models used age, disability scores, sex, symptom duration, and payer type as factors. Receiver operating characteristic curves and area under the curve were computed for the models. Nomograms illustrate the relative impacts of the predictor variables. RESULTS Disability improved 30% in 42.7% of patients by visit 3 and 49% by visit 6. Disability improved 50% in 26% of patients by visit 3 and 32.9% by visit 6. First visit score (MDQ1) was strongest factor to predict 30% improvement by visit 3. The visit 3 score (MDQ3) was strongest factor to predict a 30% or 50% improvement by visit 6. The combination of MDQ1 and MDQ3 scores was strongest overall predictive factor for visit 6. The area under the curve values for models using only the MDQ1 and MDQ3 scores to predict 30% or 50% improvement by the sixth visit were 0.84 and 0.85, respectively, representing excellent overall diagnostic accuracy of the prediction models. CONCLUSION Excellent discrimination to predict patients' significant clinical improvement by visit 6 using 2 outcome scores was demonstrated. Gathering outcomes routinely enhances assessment of prognosis and clinical decision making. IMPACT Understanding prognosis of clinical improvement supports physical therapists' contribution to value-based care.
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Affiliation(s)
- Gerard P Brennan
- Rehabilitation Services, Intermountain Healthcare, Murray, Utah, USA
| | - Greg Snow
- Statistical Data Center, Intermountain Healthcare, Murray, Utah, USA
| | - Kate I Minick
- Rehabilitation Services, Intermountain Healthcare, Murray, Utah, USA
| | - Joel M Stevans
- School of Health and Rehabilitation Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
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Olivares-Tirado P, Zanga R. Waste in health care spending: A scoping review. INTERNATIONAL JOURNAL OF HEALTHCARE MANAGEMENT 2023. [DOI: 10.1080/20479700.2023.2185580] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/17/2023]
Affiliation(s)
- Pedro Olivares-Tirado
- Research and Development Department of the Superintendency of Health of Chile, Santiago, Chile
- Adjunct researcher at Health Service Development Research Center, University of Tsukuba, Tsukuba, Japan
| | - Rosendo Zanga
- Research and Development Department of the Superintendency of Health of Chile, Santiago, Chile
- School of Public Health, Faculty of Medicine, University of Chile, Santiago, Chile
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Adverse Events After Posterior Lumbar Fusion Are Not Sufficiently Characterized With 30-day Follow-up: A Database Study. J Am Acad Orthop Surg 2022; 30:528-533. [PMID: 35234736 DOI: 10.5435/jaaos-d-21-01121] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Accepted: 01/30/2022] [Indexed: 02/01/2023] Open
Abstract
INTRODUCTION Many studies track outcomes after procedures, such as posterior lumbar fusion (PLF), for only 30 days because of database limitations. However, adverse events may not have plateaued by this time. Thus, this study used an alternate database to evaluate the timing of adverse events for 90 days after PLF. METHODS Adult PLF patients were identified from the 2010 to 2020 Q2 M53Ortho PearlDiver administrative data set. Ninety-day rates of multiple adverse events were determined. The time of diagnosis for each event in the 90-day postoperative period was determined. Data were dichotomized by occurrence in days 0 to 30 and 31 to 90. Median, interquartile range, and middle 80% for the time of diagnosis were determined for each adverse event. RESULTS Of 51,915 patients undergoing PLF, 7,141 (13.8%) had an adverse event within 90 days of PLF. Of these, 5,174 (72.5%) experienced an event within 30 days and 2,544 (35.6%) after 30 days. For individual adverse outcomes studied, the percent that occurred 31 to 90 days after surgery ranged from 9% to 42%. The time of diagnosis (median; interquartile range; middle 80%) for each adverse event was as follows: transfusion (2 days; 2 to 5 days; 1 to 26 days), acute kidney injury (9; 2 to 29; 1 to 60), hematoma (9; 4 to 20; 3 to 39), cardiac event (11; 3 to 43; 1 to 71), pneumonia (12; 4 to 38; 2 to 68), venous thromboembolism (15; 6 to 33; 3 to 62), sepsis (19; 9 to 39; 4 to 63), surgical site infection (21; 14 to 34; 8 to 48), urinary tract infection (22; 8 to 49; 4 to 72), and wound dehiscence (27; 17 to 39; 9 to 54). DISCUSSION This study highlights the importance of looking past the 30-day mark for adverse events after PLF because approximately one-third of adverse events in this study were diagnosed 31 to 90 days after surgery. This can affect research studies, patient counseling about the incidence of specific adverse events, and the development of mechanisms for surveillance at key time points.
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Rhon DI, Tucker CJ. Nonoperative Care Including Rehabilitation Should Be Considered and Clearly Defined Prior to Elective Orthopaedic Surgery to Maximize Optimal Outcomes. Arthrosc Sports Med Rehabil 2022; 4:e231-e236. [PMID: 35141556 PMCID: PMC8811522 DOI: 10.1016/j.asmr.2021.09.038] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
Level of Evidence
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Affiliation(s)
- Daniel I. Rhon
- Department of Rehabilitation Medicine, Brooke Army Medical Center, San Antonio, Texas, U.S.A
- Department of Rehabilitation Medicine, The Uniformed Services University of Health Science, Bethesda, Maryland, U.S.A
- Address correspondence to Daniel Rhon, Primary Care Musculoskeletal Research, Department of Rehabilitation Medicine, Brooke Army Medical Center, 3551 Roger Brooke Dr, JBSA Fort Sam Houston, TX 78234, U.S.A.
| | - Christopher J. Tucker
- Department of Orthopaedics, Walter Reed National Military Medical Center, Bethesda, Maryland, U.S.A
- Department of Surgery, The Uniformed Services University of Health Sciences, Bethesda, Maryland, U.S.A
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Braaten AD, Hanebuth C, McPherson H, Smallwood D, Kaplan S, Basirico D, Clewley D, Rethorn Z. Social determinants of health are associated with physical therapy use: a systematic review. Br J Sports Med 2021; 55:1293-1300. [PMID: 34083223 DOI: 10.1136/bjsports-2020-103475] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/18/2021] [Indexed: 11/03/2022]
Abstract
OBJECTIVE The purpose of this systematic review is to identify and summarise the social determinants of health (SDH) cited in the literature and evaluate their association with individuals using physical therapy services. DESIGN A systematic review using qualitatively synthesised information to describe the association between SDH and physical therapy use. DATA SOURCES The electronic databases Medline, Embase and Scopus were searched from inception to February 2021, identifying observational and qualitative studies. ELIGIBILITY CRITERIA Published studies included all adults, aged 18 or older, who independently sought to use physical therapy, in all practice settings from all geographical locations. RESULTS Of the 9248 studies screened, 36 met the inclusion criteria for the review. The participants represented 8 countries and totaled 2 699 437. The majority of the papers reported moderate strength of association for each SDH. Female gender, non-Hispanic white race/ethnicity, increased education attainment, urban environment, access to transportation, employment, high socioeconomic status and private insurance were associated with higher likelihood of physical therapy use. CONCLUSION This systematic review identifies predisposing and enabling factors impacting physical therapy usage among adults in different countries and across physical therapy settings. The results of this study have implications for policy and future research regarding populations that have been shown to be using physical therapy services less, such as those with lower levels of education, those in a rural area, or those in a low socioeconomic class.
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Affiliation(s)
- Amanda Day Braaten
- Doctor of Physical Therapy, Duke University Division of Orthopaedic Surgery, Durham, North Carolina, USA
| | - Cannon Hanebuth
- Doctor of Physical Therapy, Duke University Division of Orthopaedic Surgery, Durham, North Carolina, USA
| | - Holt McPherson
- Doctor of Physical Therapy, Duke University Division of Orthopaedic Surgery, Durham, North Carolina, USA
| | - Dashae Smallwood
- Doctor of Physical Therapy, Duke University Division of Orthopaedic Surgery, Durham, North Carolina, USA
| | - Samantha Kaplan
- Medical Center Library & Archives, Duke University, Durham, North Carolina, USA
| | - David Basirico
- Doctor of Physical Therapy, Duke University Division of Orthopaedic Surgery, Durham, North Carolina, USA
| | - Derek Clewley
- Doctor of Physical Therapy, Duke University Division of Orthopaedic Surgery, Durham, North Carolina, USA
| | - Zachary Rethorn
- Doctor of Physical Therapy, Duke University Division of Orthopaedic Surgery, Durham, North Carolina, USA
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