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2.
Int J Epidemiol ; 52(1): 203-213, 2023 02 08.
Article in English | MEDLINE | ID: mdl-36172968

ABSTRACT

BACKGROUND: To compare risk of neonatal morbidities between women with and without documented disability and to evaluate mediation of these associations by pre-term birth and caesarean delivery. METHODS: Using data from the Consortium on Safe Labor (2002-2008; n = 223 385), we evaluated risk of 22 neonatal outcomes among singleton deliveries using ICD-9 codes to define physical (n = 1733), sensory (n = 250) and intellectual disability (n = 91). Adjusted relative risk (aRR) was estimated for each outcome among each category of disability, and among women with any disability using Poisson regression models with robust variance. Causal mediation methods evaluated pre-term birth and caesarean delivery as mediators. RESULTS: Compared with no disability, neonates of women with any disability had higher risk of nearly all neonatal outcomes, including pre-term birth (aRR = 1.77; 95% CI 1.62-1.94), small for gestational age (SGA) (aRR = 1.25; CI 1.11-1.41), neonatal intensive care unit (NICU) admission (aRR = 1.70; CI 1.54-1.87), seizures (aRR = 2.81; CI 1.54-5.14), cardiomyopathy (aRR = 4.92; CI 1.15-20.95), respiratory morbidities (aRR ranged from 1.33-2.08) and death (aRR = 2.31; CI 1.38-3.87). Women with disabilities were more likely to have a maternal indication for pre-term delivery, including pre-pregnancy diabetes (aRR = 3.80; CI 2.84-5.08), chronic hypertension (aRR = 1.46; CI 0.95-2.25) and severe pre-eclampsia/eclampsia (aRR = 1.47; CI 1.19-1.81). Increased risk varied but was generally consistent across all disability categories. Most outcomes were partially mediated by pre-term birth, except SGA, and heightened risk remained for NICU admissions, respiratory distress syndrome, anaemia and a composite of any adverse outcome (aRR = 1.21; CI 1.10-1.32). CONCLUSION: Neonates of women with disabilities were at higher risk of a broad range of adverse neonatal outcomes, including death. Risks were not fully explained by pre-term birth.


Subject(s)
Disabled Persons , Pre-Eclampsia , Pregnancy Complications , Infant, Newborn , Pregnancy , Female , Humans , Pregnant Women , Pregnancy Complications/epidemiology , Cesarean Section , Pre-Eclampsia/epidemiology , Fetal Growth Retardation , Pregnancy Outcome/epidemiology
4.
JAMA Netw Open ; 4(12): e2138414, 2021 12 01.
Article in English | MEDLINE | ID: mdl-34910153

ABSTRACT

Importance: Women with disabilities have a higher risk of preterm birth, gestational diabetes, preeclampsia, and cesarean delivery; however, their risk of other obstetric interventions, adverse maternal outcomes, and clinical indications for increased cesarean delivery is unclear. Objective: To evaluate risk of a range of obstetric interventions and adverse maternal outcomes, including severe maternal morbidities (SMM) and mortality, among women with and without disabilities. Design, Setting, and Participants: The Consortium on Safe Labor was a retrospective cohort that included comprehensive medical chart review for deliveries between January 2002 and January 2008. Data were collected from 12 clinical sites, which included 19 hospitals across the United States. This secondary analysis was conducted in February to July 2021. Exposures: Using International Classification of Diseases, Ninth Revision, codes and a validated algorithm to define disability, participants were classified as having physical, intellectual, sensory, or any disability, and compared with women with no documented disability. Main Outcomes and Measures: The relative risk (RR) of 23 obstetric interventions and adverse maternal outcomes, including SMM and mortality, was evaluated. Results: Of the 223 385 women in the study, 9206 (4.1%) were Asian or Pacific Islander, 50 235 (22.5%) were Black, 39 039 (17.5%) were Hispanic, and 110 443 (49.4%) were White, with a mean (SD) age of 27.6 (6.2) years. There were 2074 (0.9%) women with disability and 221 311 (99.1%) without. Among women with disabilities, 1733 (83.5%) were physical, 91 (4.4%) were intellectual, and 250 (12.1%) were sensory. Compared with women with no disability, women with disabilities had higher risk of gestational diabetes, placenta previa, premature rupture of membranes, preterm premature rupture of membranes, and postpartum fever as well as maternal death (adjusted relative risk [aRR], 11.19; 95% CI, 2.40-52.19) and individual SMMs: severe preeclampsia/eclampsia (aRR, 2.15; 95% CI, 1.80-2.56), hemorrhage (aRR, 1.27; 95% CI, 1.09-1.49), and fever (aRR, 1.32; 95% CI, 1.03-1.67), with the highest risk observed for thromboembolism (aRR, 6.08; 95% CI, 4.03-9.16), cardiovascular events (aRR, 4.02; 95% CI, 2.87-5.63), and infection (aRR, 2.69; 95% CI, 1.97-3.67). Women with any disability also had higher risk of interventions, including oxytocin augmentation, operative vaginal delivery, and cesarean delivery (aRR, 1.33; 95% CI, 1.25-1.42), with the cesarean indication less likely to be medically indicated (aRR, 0.79; 95% CI, 0.70-0.89). Risk of adverse outcomes and interventions remained consistent across disability categories. Conclusions and Relevance: In this study, women with physical, intellectual, and sensory disability during pregnancy were at higher risk of adverse outcomes, including a broad range of SMM and maternal mortality.


Subject(s)
Disabled Persons/statistics & numerical data , Healthy Volunteers/statistics & numerical data , Maternal Mortality , Pregnancy Complications/mortality , Pregnant Women , Adult , Cohort Studies , Female , Humans , Pregnancy , Pregnancy Complications/epidemiology , Retrospective Studies , Risk Factors , United States/epidemiology
7.
J Womens Health (Larchmt) ; 30(2): 147-153, 2021 02.
Article in English | MEDLINE | ID: mdl-33216671

ABSTRACT

It is estimated that 1 in 4 women in the United States live with a disability, and using population-based estimates, 10-12% of women of childbearing age have a disability. There are limited data to suggest that women with disabilities experience higher rates of or risks for adverse outcomes related to pregnancy, delivery, and access to appropriate postpartum care. Research on specific disabling conditions demonstrates variable risk for syndromes that threaten the health of the mother, such as preeclampsia, infection, and coagulation disorders. Much of the literature suggests that normal, healthy pregnancy is possible but points to the need for tailored information for patients and providers about the intersection of their condition with pregnancy and specific care needs. Given the lack of systematic evidence in this area across conditions and functional impairments, more research is needed to clarify the interaction of specific disabilities with pregnancy and provide evidence-based information to the field to decrease the risks to mothers and their infants. This article will provide an overview of conditions that contribute to maternal morbidity and mortality as they relate to pregnancy in women with disabilities and provide resources to the field to further the investigation of this area.


Subject(s)
Disabled Persons , Maternal Mortality , Pre-Eclampsia , Female , Humans , Infant , Mothers , Pregnancy , United States/epidemiology
8.
J Neuroeng Rehabil ; 17(1): 67, 2020 05 29.
Article in English | MEDLINE | ID: mdl-32471450

ABSTRACT

BACKGROUND: Support for rehabilitation research at the National Institutes of Health (NIH) is robust and evolving. Since the time of its Blue Ribbon Panel on Rehabilitation Research, NIH has participated in several initiatives to coordinate the science and advance the field. DISCUSSION: Collaborative teams must continue to address key limitations in the field, including the desire for broad application of rehabilitation interventions, the need for basic science and translational research, the support of clinical trials and standard approaches, and the integration of technology. CONCLUSION: Rehabilitation medicine is poised for critical advancements if interdisciplinary teams continue to work collaboratively to understand and address the needs of people with temporary or permanent functional limitations.


Subject(s)
Leadership , National Institutes of Health (U.S.)/organization & administration , Rehabilitation Research/organization & administration , Humans , Translational Research, Biomedical/organization & administration , United States
9.
Arch Phys Med Rehabil ; 101(8): 1313-1321, 2020 08.
Article in English | MEDLINE | ID: mdl-32417442

ABSTRACT

OBJECTIVE: To summarize the progress toward the National Institutes of Health (NIH) Research Plan on Rehabilitation goals and the methods by which tracking occurred. DESIGN: Each grant award was manually coded by NIH staff for research plan goals, type of science categories (eg, basic, applied, infrastructure, etc), and if applicable, training, and then validated by NIH institute and center (IC) experts. Data for years 2015 through 2017 were used to develop a coding algorithm to automatically code grants in 2018 for validation by NIH IC experts. Additional data for all years (2015-2018) were also analyzed to track changes and progress. SETTING: The research utilized administrative data from NIH Reporter and internal NIH databases. PARTICIPANTS: The data sample included research grants and programs funded from fiscal years 2015 through 2018. The year 2015 was considered a baseline year as the research plan was published in 2016. INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURES: The primary outcome measures were substantial growth in NIH funding and numbers of awards for rehabilitation research, across most research plan goals and types of science, as well as validation of an automatic algorithm for coding grants. RESULTS: Number of grants, funding dollars, funding mechanisms, patent data, scientific influence and translational science, research plan goals, and type of science categories were tracked across years (2015-2018). Algorithm validation is presented for 2018 data. CONCLUSIONS: NIH advanced the goals stated in the Research Plan on Rehabilitation, but gap areas remain. Though funding in this portfolio is growing, continued focus and participation by the field is needed to advance rehabilitation science.


Subject(s)
Algorithms , Biomedical Research/trends , Financing, Organized/trends , National Institutes of Health (U.S.)/trends , Rehabilitation/trends , Abstracting and Indexing , Biomedical Technology/trends , Goals , Government Programs/trends , Humans , Publications/trends , Rehabilitation/instrumentation , Rehabilitation/methods , Research Design/trends , Translational Research, Biomedical/trends , United States
11.
Phys Ther ; 97(4): 104-407, 2017 04 01.
Article in English | MEDLINE | ID: mdl-28499003

ABSTRACT

One in five Americans experiences disability that affects their daily function because of impairments in mobility, cognitive function, sensory impairment, or communication impairment. The need for rehabilitation strategies to optimize function and reduce disability is a clear priority for research to address this public health challenge. The National Institutes of Health (NIH) recently published a Research Plan on Rehabilitation that provides a set of priorities to guide the field over the next 5 years. The plan was developed with input from multiple Institutes and Centers within the NIH, the National Advisory Board for Medical Rehabilitation Research, and the public. This article provides an overview of the need for this research plan, an outline of its development, and a listing of six priority areas for research. The NIH is committed to working with all stakeholder communities engaged in rehabilitation research to track progress made on these priorities and to work to advance the science of medical rehabilitation.This article is being published almost simultaneously in the following six journals: American Journal of Occupational Therapy, American Journal of Physical Medicine and Rehabilitation, Archives of Physical Medicine and Rehabilitation, Neurorehabilitation and Neural Repair, Physical Therapy, and Rehabilitation Psychology. Citation information is as follows: NIH Medical Rehabilitation Coordinating Committee. Am J Phys Med Rehabil. 2017;97(4):404-407.


Subject(s)
Disabled Persons/rehabilitation , Health Priorities , National Institutes of Health (U.S.) , Rehabilitation Research , Humans , Organizational Objectives , United States
12.
J Head Trauma Rehabil ; 27(4): 253-60, 2012.
Article in English | MEDLINE | ID: mdl-22767073

ABSTRACT

AIMS: The co-occurrence of psychiatric disorders and other somatic disorders poses a significant challenge for the individual clinician working with veterans who report a history of mild traumatic brain injury (mTBI). In this article, common co-occurring symptoms and disorders will be described in relation to the population of veterans with mTBI, using a retrospective analysis of data from initial screening and secondary level evaluation for traumatic brain injury (TBI) in an urban Veteran's Affairs Medical Center. PARTICIPANTS: Four hundred two veterans of the recent conflicts who received secondary level evaluation for TBI following positive TBI screening. OUTCOMES: Significant differences were detected in symptom reporting between those who screened positive and those who screened negative on psychiatric screening. Those with positive posttraumatic stress disorder and depression screens endorsed more cognitive and affective symptoms; individuals screening positive for alcohol abuse did not report significantly more symptoms. Individuals without positive psychiatric screens reported fewer symptoms than those with positive screens. Consideration of these data in the context of a clinical case will be used to elucidate the challenge this presents to the clinical team. CONCLUSION: The presence of co-occurring disorders should be considered in the etiology of a veteran's continued symptomatic complaints following TBI.


Subject(s)
Brain Injuries/epidemiology , Brain Injuries/rehabilitation , Mental Disorders/epidemiology , Mental Disorders/rehabilitation , Veterans , Adult , Alcoholism/diagnosis , Alcoholism/epidemiology , Alcoholism/rehabilitation , Brain Injuries/diagnosis , Combat Disorders/diagnosis , Combat Disorders/epidemiology , Combat Disorders/rehabilitation , Comorbidity , Cross-Sectional Studies , Female , Hospitals, Urban , Hospitals, Veterans , Humans , Male , Mass Screening/statistics & numerical data , Mental Disorders/diagnosis , Middle Aged , Post-Concussion Syndrome/diagnosis , Post-Concussion Syndrome/epidemiology , Post-Concussion Syndrome/rehabilitation , Psychophysiologic Disorders/diagnosis , Psychophysiologic Disorders/epidemiology , Psychophysiologic Disorders/rehabilitation , Therapeutics , United States
13.
Arch Clin Neuropsychol ; 27(3): 362-73, 2012 May.
Article in English | MEDLINE | ID: mdl-22382386

ABSTRACT

This joint position paper of the American Academy of Clinical Neuropsychology and the National Academy of Neuropsychology sets forth our position on appropriate standards and conventions for computerized neuropsychological assessment devices (CNADs). In this paper, we first define CNADs and distinguish them from examiner-administered neuropsychological instruments. We then set forth position statements on eight key issues relevant to the development and use of CNADs in the healthcare setting. These statements address (a) device marketing and performance claims made by developers of CNADs; (b) issues involved in appropriate end-users for administration and interpretation of CNADs; (c) technical (hardware/software/firmware) issues; (d) privacy, data security, identity verification, and testing environment; (e) psychometric development issues, especially reliability, and validity; (f) cultural, experiential, and disability factors affecting examinee interaction with CNADs; (g) use of computerized testing and reporting services; and (h) the need for checks on response validity and effort in the CNAD environment. This paper is intended to provide guidance for test developers and users of CNADs that will promote accurate and appropriate use of computerized tests in a way that maximizes clinical utility and minimizes risks of misuse. The positions taken in this paper are put forth with an eye toward balancing the need to make validated CNADs accessible to otherwise underserved patients with the need to ensure that such tests are developed and utilized competently, appropriately, and with due concern for patient welfare and quality of care.


Subject(s)
Cognition , Diagnosis, Computer-Assisted , Neuropsychological Tests/standards , Diagnosis, Computer-Assisted/instrumentation , Diagnosis, Computer-Assisted/methods , Humans , Neuropsychology/organization & administration , United States
14.
Clin Neuropsychol ; 26(2): 177-96, 2012.
Article in English | MEDLINE | ID: mdl-22394228

ABSTRACT

This joint position paper of the American Academy of Clinical Neuropsychology and the National Academy of Neuropsychology sets forth our position on appropriate standards and conventions for computerized neuropsychological assessment devices (CNADs). In this paper, we first define CNADs and distinguish them from examiner-administered neuropsychological instruments. We then set forth position statements on eight key issues relevant to the development and use of CNADs in the healthcare setting. These statements address (a) device marketing and performance claims made by developers of CNADs; (b) issues involved in appropriate end-users for administration and interpretation of CNADs; (c) technical (hardware/software/firmware) issues; (d) privacy, data security, identity verification, and testing environment; (e) psychometric development issues, especially reliability and validity; (f) cultural, experiential, and disability factors affecting examinee interaction with CNADs; (g) use of computerized testing and reporting services; and (h) the need for checks on response validity and effort in the CNAD environment. This paper is intended to provide guidance for test developers and users of CNADs that will promote accurate and appropriate use of computerized tests in a way that maximizes clinical utility and minimizes risks of misuse. The positions taken in this paper are put forth with an eye toward balancing the need to make validated CNADs accessible to otherwise underserved patients with the need to ensure that such tests are developed and utilized competently, appropriately, and with due concern for patient welfare and quality of care.


Subject(s)
Cognition , Computers , Neuropsychological Tests/standards , Humans , Psychometrics , Reproducibility of Results
15.
Curr Treat Options Neurol ; 12(5): 412-23, 2010 Sep.
Article in English | MEDLINE | ID: mdl-20842598

ABSTRACT

OPINION STATEMENT: Traumatic brain injury (TBI) is a major public health problem with neurobehavioral sequelae contributing to the long-term disability that is often associated with the moderate to severe levels of injury. Rehabilitation of cognitive skills is central to encouraging the full participation of the individual in home, vocational, and social roles. The review of available evidence points to four major recommendations for the rehabilitation of cognition following brain injury: 1) Access to subacute rehabilitation that is holistic in nature and involves a multidisciplinary or transdisciplinary team to work in an integrated fashion to support physical, cognitive, and social skill retraining is vital to support positive outcome following TBI. The collaborative effort of these individuals allows for continual reinforcement and evaluation of treatment goals and will often involve the family and/or important others in the individual's life to prepare for community re-entry. 2) Trials of medication, especially methylphenidate, to assist individuals with significant attention and memory impairment appear well supported by the available evidence. Though some data suggest that the use of cholinesterase inhibitors may be of use for individuals with memory impairments, there is less support for this practice and there are indications that it may worsen the behavioral sequelae of the injury. 3) Randomized controlled trials demonstrate the utility of specific rehabilitation approaches to attention retraining and retraining of executive functioning skills. Future research is needed on rehabilitation techniques in other domains of cognition. 4) Training in the use of supportive devices (either a memory book or more technologically enhanced compensatory devices) to support the individual's daily activities remains central to the independent function of the individual in the community. Though emerging treatments (eg, virtual reality environments) show relative degrees of promise for inclusion in the rehabilitation of the individual with TBI, these need further evaluation in systematic trials.

16.
Arch Clin Neuropsychol ; 22 Suppl 1: S79-87, 2007 Feb.
Article in English | MEDLINE | ID: mdl-17118623

ABSTRACT

Accurately documenting cognitive change is important, as neuropsychologists are routinely asked to determine cognitive change following disease progression or medical intervention. Computerized testing batteries, such as the Automated Neuropsychological Assessment Metrics (ANAM), are good tools for assessing change, because they allow for randomization of stimuli, creating near limitless alternate forms and reducing practice effects. The question remains, however, as to how best to determine reliable change in performance using ANAM. The current study compared the use of Reliable Change Index (RCI) and regression based methods (REG) calculated from 28 individuals with migraine. These methods then were applied to an independent sample of 25 individuals with migraine assessed with ANAM at baseline, headache, and following pharmacologic treatment. Traditional repeated measures analyses revealed declines in cognitive efficiency following migraine onset on two of four ANAM tasks and significant improvement on all ANAM tasks following treatment. Rates of deterioration and improvement did not significantly differ between RCI and REG methods, although were slightly different across the ANAM tasks used in this study. A combined ANAM score categorized the most individuals as demonstrating cognitive change, revealing that 60% of subjects declined in performance following headache and 84% improved following migraine treatment.


Subject(s)
Cognition Disorders/diagnosis , Diagnosis, Computer-Assisted/statistics & numerical data , Neuropsychological Tests/statistics & numerical data , Adult , Aged , Analgesics/therapeutic use , Cognition Disorders/drug therapy , Cognition Disorders/psychology , Disease Progression , Feasibility Studies , Follow-Up Studies , Humans , Middle Aged , Migraine Disorders/drug therapy , Migraine Disorders/psychology , Psychometrics/statistics & numerical data , Reproducibility of Results , Treatment Outcome
17.
Arch Clin Neuropsychol ; 22 Suppl 1: S39-48, 2007 Feb.
Article in English | MEDLINE | ID: mdl-17097851

ABSTRACT

Computerized neuropsychological assessment has integrated slowly into research and practice since the introduction of the personal computer. Though initial integration of technology to the laboratory and clinical setting utilized specialized hardware and software, newer generation assessment tools are integrated with "off-the-shelf" operating systems. Further, neuropsychological assessment is beginning to find Internet-based application for remote assessment. As these applications are more broadly applied, it is essential to understand potential errors that can be created both in test administration and in reaction time measurement due to hardware and software interactions. In this article, user considerations are specifically addressed for resident and Internet-enabled assessment software. Potential hardware and software conflicts are defined and potential remediation is suggested. Computerized assessment is a valuable tool for neuropsychologists as long as it is used responsibly with an understanding of the potential technical complications.


Subject(s)
Diagnosis, Computer-Assisted/statistics & numerical data , Neuropsychological Tests/statistics & numerical data , Software/statistics & numerical data , Humans , Internet , Microcomputers , Psychometrics/statistics & numerical data , Reproducibility of Results , Research Design , United States
18.
Mil Med ; 171(10): 982-94, 2006 Oct.
Article in English | MEDLINE | ID: mdl-17076451

ABSTRACT

The Automated Neuropsychological Assessment Metrics (ANAM) is a computerized measure of processing speed, cognitive efficiency, and memory. This study describes performance and psychometric properties of ANAM in an active duty, healthy military sample (N = 2,371) composed primarily of young (18-46 years) adult males. Rarely have neuropsychological reference values for use with individuals in the military been derived from a large, active duty military population, and this is the first computerized neuropsychological test battery with military-specific reference values. Although these results do not provide demographically corrected, formal normative data, they provide reference points for neuropsychologists and other health care providers who are using ANAM data in research or clinical settings, with patients of comparable demographics to the present sample.


Subject(s)
Cognition/physiology , Diagnosis, Computer-Assisted , Memory/physiology , Military Medicine/instrumentation , Military Personnel/psychology , Neuropsychological Tests , Neuropsychology/instrumentation , Psychometrics/standards , Adolescent , Adult , Humans , Male , Middle Aged , Military Medicine/methods , Pilot Projects , Psychometrics/instrumentation , Reference Values , Reproducibility of Results
19.
Neurosurgery ; 54(5): 1073-78; discussion 1078-80, 2004 May.
Article in English | MEDLINE | ID: mdl-15113460

ABSTRACT

OBJECTIVE: We sought to determine the duration of cognitive impairment after sports concussion. METHODS: We conducted a study with a prospective design in which 729 athletes underwent preseason baseline testing by being administered a computerized neuropsychological test battery, followed by retesting at regular intervals after they sustained sports-related concussions. A control group consisting of nonconcussed athletes drawn from the same baseline population underwent testing at parallel intervals. RESULTS: Cognitive impairment in this primarily American Academy of Neurology Grade II sample of boxing concussions was apparent on the day of injury and at 1 to 2 days postinjury. Recovery of cognitive performance occurred during the 3- to 7-day interval. Comparison with control subjects showed that absent or attenuated practice effects, in addition to frank deterioration from baseline, were indications of recent concussion. CONCLUSION: The present findings of recovery during the 3- to 7-day interval postinjury are consistent with the American Academy of Neurology Grade II return-to-play practice parameters suggesting a 1-week time-out from participation in contact sports.


Subject(s)
Boxing/injuries , Brain Concussion/complications , Cognition Disorders/etiology , Adolescent , Adult , Case-Control Studies , Cognition Disorders/diagnosis , Follow-Up Studies , Humans , Neuropsychological Tests , Prospective Studies , Recovery of Function , Time Factors , Trauma Severity Indices
20.
Arch Phys Med Rehabil ; 83(11): 1579-84, 2002 Nov.
Article in English | MEDLINE | ID: mdl-12422329

ABSTRACT

OBJECTIVE: To evaluate the measurement properties of the Revised Oswestry Disability Questionnaire (RODQ) by using rating scale analyses. DESIGN: Calibration of item responses by using a data set. SETTING: Four outpatient therapy clinics in the northeastern United States. PATIENTS: Convenience sample of 95 community-dwelling adults exhibiting mild to severe low back pain-related disability (LBP-D). INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURE: The RODQ. RESULTS: Several Rasch analyses were performed, with 1 item deleted and 2 response categories collapsed, creating a better test without increased error. A schema for item administration and evaluation was also developed. CONCLUSIONS: By using the abbreviated scale, suggested item order, and predicted responses, abbreviated versions of the instrument can be applied to measure LBP-D more efficiently.


Subject(s)
Activities of Daily Living , Disability Evaluation , Low Back Pain/diagnosis , Surveys and Questionnaires/standards , Adult , Aged , Bias , Calibration , Factor Analysis, Statistical , Female , Humans , Logistic Models , Low Back Pain/classification , Low Back Pain/physiopathology , Low Back Pain/psychology , Male , Middle Aged , New England , Pain Measurement/methods , Pain Measurement/standards , Psychometrics , Sensitivity and Specificity , Severity of Illness Index
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