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2.
Arch Dermatol Res ; 316(7): 486, 2024 Jul 23.
Artigo em Inglês | MEDLINE | ID: mdl-39042287

RESUMO

This study examines the influence of National Institutes of Health (NIH) funding on the publication choices of dermatologists, particularly in terms of journal tiers and pay-to-publish (P2P) versus free-to-publish (F2P) models. Utilizing k-means clustering for journal ranking based on SCImago Journal Rank, h-index, and Impact Factor, journals were categorized into three tiers and 54,530 dermatology publications from 2021 to 2023 were analyzed. Authors were classified as Top NIH Funded or Non-Top NIH Funded according to Blue Ridge Institute for Medical Research rankings. The study finds significant differences in publication patterns, with Top NIH Funded researchers in Tier I journals demonstrating a balanced use of P2P and F2P models, while they preferred F2P models in Tier II and III journals. Non-Top NIH Funded authors, however, opted for P2P models more frequently across all tiers. These data suggest NIH funding allows researchers greater flexibility to publish in higher-tier journals despite publication fees, while prioritizing F2P models in lower-tier journals. Such a pattern indicates that funding status plays a critical role in strategic publication decisions, potentially impacting research visibility and subsequent funding. The study's dermatology focus limits broader applicability, warranting further research to explore additional factors like geographic location, author gender, and research design.


Assuntos
Pesquisa Biomédica , Dermatologia , Fator de Impacto de Revistas , National Institutes of Health (U.S.) , Publicações Periódicas como Assunto , National Institutes of Health (U.S.)/economia , National Institutes of Health (U.S.)/tendências , Estados Unidos , Dermatologia/economia , Dermatologia/estatística & dados numéricos , Dermatologia/tendências , Humanos , Publicações Periódicas como Assunto/economia , Publicações Periódicas como Assunto/estatística & dados numéricos , Publicações Periódicas como Assunto/tendências , Pesquisa Biomédica/economia , Pesquisa Biomédica/tendências , Pesquisa Biomédica/estatística & dados numéricos , Editoração/estatística & dados numéricos , Editoração/tendências , Editoração/economia , Bibliometria , Apoio à Pesquisa como Assunto/estatística & dados numéricos , Apoio à Pesquisa como Assunto/tendências , Apoio à Pesquisa como Assunto/economia
3.
Arch Dermatol Res ; 316(6): 284, 2024 May 25.
Artigo em Inglês | MEDLINE | ID: mdl-38796628

RESUMO

This study investigates the impact of Free-to-Publish (F2P) versus Pay-to-Publish (P2P) models in dermatology journals, focusing on their differences in terms of journal metrics, Article Processing Charges (APCs), and Open Access (OA) status. Utilizing k-means clustering, the research evaluates dermatology journals based on SCImago Journal Rankings (SJR), H-Index, and Impact Factor (IF), and examines the correlation between these metrics, APCs, and OA status (Full or Hybrid). Data from the SCImago Journal Rank and Journal Citation Report databases were used, and metrics from 106 journals were normalized and grouped into three tiers.The study reveals a higher proportion of F2P journals, especially in higher-tier journals, indicating a preference for quality-driven research acceptance. Conversely, a rising proportion of P2P journals in lower tiers suggests potential bias towards the ability to pay. This disparity poses challenges for researchers from less-funded institutions or those early in their careers. The study also finds significant differences in APCs between F2P and P2P journals, with hybrid OA being more common in F2P.Conclusively, the study highlights the disparities in dermatology journals between F2P and P2P models and underscores the need for further research into authorship demographics and institutional affiliations in these journals. It also establishes the effectiveness of k-means clustering as a standardized method for assessing journal quality, which can reduce reliance on potentially biased individual metrics.


Assuntos
Dermatologia , Fator de Impacto de Revistas , Publicações Periódicas como Assunto , Dermatologia/economia , Dermatologia/estatística & dados numéricos , Humanos , Publicações Periódicas como Assunto/estatística & dados numéricos , Análise por Conglomerados , Editoração/estatística & dados numéricos , Bibliometria
6.
J Am Acad Dermatol ; 91(2): 379-381, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38663745

RESUMO

Signed into law in August 2022, the Inflation Reduction Act includes provisions requiring the federal government to negotiate prices for medications covered under Medicare Part D. Initial negotiations will target drugs with the highest total spending and price increases relative to inflation. In this study, we identify dermatology prescriptions with the highest cost burden on Medicare Part D and analyze recent trends in total spending and unit costs.


Assuntos
Fármacos Dermatológicos , Custos de Medicamentos , Medicare Part D , Medicare Part D/economia , Estados Unidos , Humanos , Custos de Medicamentos/legislação & jurisprudência , Custos de Medicamentos/estatística & dados numéricos , Fármacos Dermatológicos/economia , Fármacos Dermatológicos/uso terapêutico , Inflação , Dermatologia/economia , Gastos em Saúde/estatística & dados numéricos
7.
Telemed J E Health ; 30(7): e2087-e2095, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38669106

RESUMO

Introduction: One of the challenges faced by the Colombian Health System is to improve access to health services for the dispersed and isolated rural population, particularly in the field of dermatology. This article examines the implementation of a teledermatology service using a PC and camera versus smartphone technology. Methods: A total of 542 teledermatology visits were conducted, involving 478 patients, in addition to 64 visits for clinical follow-up for patients as per the dermatologist's recommendation. Out of the 478 patients, 461 met the inclusion criteria and agreed to participate in the study. The data collection instrument from the general practitioner or referring provider covered three consultation moments: (1) sending an initial consultation, (2) providing a response to the patient, and (3) sending a follow-up consultation. Seven hundred forty-seven records were completed by the general practitioner for the three consultation moments. Furthermore, 372 consultations were documented by the dermatologist or referring provider for two moments: (1) response to the initial consultation by the dermatologist, and (2) response to the follow-up consultation by the dermatologist. After validating the information reported in the instruments, a descriptive analysis of the data was conducted, utilizing absolute frequencies and percentages for qualitative variables and measures of central tendency (mean, median, standard deviation, and interquartile range) for quantitative variables. The data were analyzed from 747 records of the referring provider instrument related to 461 patients, between 18 and 98 years of age, with a predominantly female representation. Results: The results indicated that for teleconsultations conducted using a mobile device, the average total duration of the teleconsultation was longer on the traditional platform compared with the mobile device (13.03 vs. 8.27 min). Additionally, it was observed that the time taken to store, send, and capture a single image (clinical or dermoscopic) using the mobile device was three times lower than that on the conventional platform (25 vs. 75 s). Similar findings were noted for teleconsultations carried out by the dermatologist, predominantly utilizing a mobile device. The average consultation time was shorter for the mobile device compared with the traditional platform (8.14 vs. 12 min). Conclusions: The cost reduction suggests that the operation of the service is more efficient with smartphone technology in comparison to the use of a PC and camera. Teledermatology with smartphones provides a streamlined, efficient, and technically sound process for obtaining clinical and dermoscopic images.


Assuntos
Dermatologia , Fotografação , Smartphone , Telemedicina , Humanos , Feminino , Dermatologia/métodos , Dermatologia/economia , Dermatologia/instrumentação , Masculino , Adulto , Pessoa de Meia-Idade , Adolescente , Fotografação/instrumentação , Idoso , Adulto Jovem , Colômbia , Telemedicina/economia , Dermatopatias/diagnóstico , Dermatopatias/terapia , Consulta Remota/economia , Consulta Remota/instrumentação , Idoso de 80 Anos ou mais
8.
Telemed J E Health ; 30(5): 1411-1417, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38150704

RESUMO

Introduction: Teledermatology adoption continues to increase, in part, spurred by the COVID-19 pandemic. This study analyzes the utility and cost savings of a store-and-forward teledermatology consultative system within the Veterans Health Administration (VA). Methods: Retrospective cohort of 4,493 patients across 14 remote sites in Tennessee and Kentucky from May 2017 through August 2019. The study measured the agreement between the teledermatology diagnoses and follow-up face-to-face clinic evaluations as well as the cost effectiveness of the teledermatology program over the study period. Results: Fifty-four percent of patients were recommended for face-to-face appointment for biopsy or further evaluation. Most patients, 80.5% received their face-to-face care by a VA dermatologist. There was a high level of concordance between teledermatologist and clinic dermatologist for pre-malignant and malignant cutaneous conditions. Veterans were seen faster at a VA clinic compared with a community dermatology site. Image quality improved as photographers incorporated teledermatologist feedback. From a cost perspective, teledermatology saved the VA system $1,076,000 in community care costs. Discussion: Teledermatology is a useful diagnostic tool within the VA system providing Veteran care at a cost savings.


Assuntos
COVID-19 , Redução de Custos , Dermatologia , Dermatopatias , Telemedicina , United States Department of Veterans Affairs , Humanos , Dermatologia/economia , Dermatologia/normas , Dermatologia/organização & administração , Estudos Retrospectivos , Dermatopatias/diagnóstico , Dermatopatias/economia , Estados Unidos , Telemedicina/economia , United States Department of Veterans Affairs/organização & administração , Feminino , Kentucky , Masculino , Controle de Qualidade , Pessoa de Meia-Idade , Tennessee , SARS-CoV-2 , Consulta Remota/economia , Idoso , Análise Custo-Benefício
9.
Dermatol Clin ; 41(4): 573-588, 2023 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-37718015

RESUMO

Understanding the economics behind any medical practice comes down to one basic concept: Profit = Revenue - Expenses. This article aims to demystify the details that underlie this simple formula and to provide the budding dermatologist the information and the tools needed to determine their own profitability in the "real world."


Assuntos
Dermatologia , Humanos , Dermatologia/economia
11.
Dermatol Surg ; 47(8): 1079-1082, 2021 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-34397542

RESUMO

BACKGROUND: Dermatologists specialize in treating conditions of the skin, hair, and nails; however, it is our experience that the field of nail diseases is the least discussed facet of dermatology. Even less acknowledged is the complexity of nail procedures and how best to accurately code for these procedures. OBJECTIVE: To convene a panel of experts in nail disease to reach consensus on the most accurate and appropriate Current Procedural Terminology (CPT) codes associated with the most commonly performed nail procedures. METHODS: A questionnaire including 9 of the most commonly performed nail procedures and potential CPT codes was sent to experts in the treatment of nail disease, defined as those clinicians running a nail subspecialty clinic and performing nail procedures with regularity. A conference call was convened to discuss survey results. RESULTS: Unanimous consensus was reached on the appropriate CPT codes associated with all discussed procedures. LIMITATIONS: Although this article details the most commonly performed nail procedures, many were excluded and billing for these procedures continues to be largely subjective. This article is meant to serve as a guide for clinicians but should not be impervious to interpretation in specific clinical situations. CONCLUSION: Billing of nail procedures remains a practice gap within our field. The authors hope that the expert consensus on the most appropriate CPT codes associated with commonly performed nail procedures will aid clinicians as they diagnose and treat disorders of the nail unit and encourage accurate and complete billing practices.


Assuntos
Current Procedural Terminology , Procedimentos Cirúrgicos Dermatológicos/economia , Dermatologia/normas , Doenças da Unha/economia , Lacunas da Prática Profissional/estatística & dados numéricos , Consenso , Procedimentos Cirúrgicos Dermatológicos/normas , Dermatologistas/estatística & dados numéricos , Dermatologia/economia , Humanos , Doenças da Unha/cirurgia , Unhas/cirurgia , Lacunas da Prática Profissional/economia , Inquéritos e Questionários/estatística & dados numéricos
14.
Clin Exp Dermatol ; 46(6): 1046-1051, 2021 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-33713350

RESUMO

BACKGROUND: Psychodermatology is an emerging subspeciality of dermatology. Psychodermatology clinics use a multidisciplinary approach to deal with psychological or psychiatric elements related to skin disease. Two previous studies in 2004 and 2012 highlighted the deficiency of psychodermatology services in the UK, despite the evidence that these services have high demand and are cost-effective. AIMS: To reassess psychodermatology service provision in the UK and outline the developments that have been made. METHODS: In conjunction with BBC Radio 5 Live, a survey questionnaire was distributed via email to the UK membership of the British Association of Dermatologists (BAD) and Psychodermatology UK. The survey consisted of 13 questions asking about the availability of psychodermatology services. RESULTS: Basic percentages were used to analyse quantitative data, and content analysis was used for qualitative data. Our results showed that less than a quarter of the respondents (24%) have access to a nearby dedicated psychodermatology service. Additionally, the psychodermatology units do not have a unified configuration and clinical provision model differs nationally. Only around 5% of the clinicians have access to a clinic that provides psychology-dermatology-oncology service, and even fewer have access to a paediatric psychodermatology (4.8%). Engagement in psychodermatology research was reported by around 12% of the participants. CONCLUSIONS: The psychocutaneous services in the UK have improved to some extent over the past decade; the service has become more widely available nationally, and the investment in research is promising. However, it is still insufficient and unable to fulfil patient demand, especially for vulnerable individuals such as children and dermato-oncology patients.


Assuntos
Dermatologia/tendências , Acessibilidade aos Serviços de Saúde/tendências , Serviços de Saúde Mental/tendências , Adulto , Criança , Análise Custo-Benefício , Dermatologia/economia , Pesquisas sobre Atenção à Saúde , Acessibilidade aos Serviços de Saúde/economia , Humanos , Serviços de Saúde Mental/economia , Reino Unido
15.
J Drugs Dermatol ; 20(2): 126-132, 2021 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-33538558

RESUMO

BACKGROUND: Psoriasis is commonly classified as either mild or moderate to severe, without specific parameters to differentiate moderate versus severe disease. This may lead to patients with moderate psoriasis being underrecognized and undertreated. OBJECTIVE: An online survey was conducted to assess Canadian dermatologists’ perspectives on the definition and treatment of psoriasis. METHOD: Dermatologists included in the survey were regional and national leaders with expertise in psoriasis. Questions were developed based on feedback from a steering committee of Canadian dermatologists. RESULTS: Of 88 dermatologists contacted, 69 responded; 42.0% were in practice for >20 years. Most dermatologists reported using the percentage of psoriasis-affected body surface area (BSA) to describe disease severity (90.8% for moderate and 87.5% for severe psoriasis). The lower and upper median cutoffs for moderate psoriasis were reported as 5.0% and 10.0% for BSA and 7.0 and 11.5 for the Dermatology Life Quality Index. Most dermatologists also consider psoriasis location (eg, palms, scalp, genital area, face) as an important indicator of disease severity. The majority of Canadian dermatologists (87.5%) identified access to treatment as one of the biggest challenges for patients with moderate psoriasis. Most dermatologists estimated that ≤40% of their patients with moderate plaque psoriasis were being treated with traditional oral systemics, targeted oral systemics, or biologics. CONCLUSIONS: This is the first survey of Canadian dermatologists on moderate psoriasis. Efforts are needed to implement a clinically useful definition of moderate plaque psoriasis to improve patient care and to raise awareness of the definition among regulatory agencies and reimbursement authorities. J Drugs Dermatol. 2021;20(2):126-132. doi:10.36849/JDD.5531.


Assuntos
Dermatologistas/estatística & dados numéricos , Dermatologia/normas , Psoríase/diagnóstico , Índice de Gravidade de Doença , Produtos Biológicos/economia , Produtos Biológicos/uso terapêutico , Canadá , Dermatologia/economia , Acessibilidade aos Serviços de Saúde/economia , Acessibilidade aos Serviços de Saúde/normas , Acessibilidade aos Serviços de Saúde/estatística & dados numéricos , Humanos , Padrões de Prática Médica/economia , Padrões de Prática Médica/normas , Padrões de Prática Médica/estatística & dados numéricos , Psoríase/tratamento farmacológico , Psoríase/economia , Mecanismo de Reembolso/normas , Inquéritos e Questionários/estatística & dados numéricos
16.
JAMA Dermatol ; 157(4): 406-412, 2021 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-33595596

RESUMO

Importance: Clinical productivity measures may be factors in financial incentives for providing care to specific patient populations and thus may perpetuate inequitable health care. Objective: To identify the association of patient race, age, and sex with work relative value units (wRVUs) generated by outpatient dermatology encounters. Design, Setting, and Participants: This cross-sectional study obtained demographic and billing data for outpatient dermatology encounters (ie, an encounter performed within a department of dermatology) from September 1, 2016, to March 31, 2020, at the Emory Clinic, an academic dermatologic practice in Atlanta, Georgia. Participants included adults aged 18 years or older with available age, race, and sex data in the electronic health record system. Main Outcomes and Measures: The primary outcome was wRVUs generated per encounter. Results: A total of 66 463 encounters among 30 036 unique patients were included. Patients had a mean (SD) age of 55.9 (18.5) years and were predominantly White (46 575 [70.1%]) and female (39 598 [59.6%]) individuals. In the general dermatologic practice, the mean (SD) wRVUs per encounter was 1.40 (0.71). In adjusted analysis, Black, Asian, and other races (eg, American Indian or Native American, Native Hawaiian or Other Pacific Islander, and multiple races); female sex; and younger age were associated with fewer wRVUs per outpatient dermatology encounter. Compared with general dermatologic visits with White patients, visits with Black patients generated 0.27 (95% CI, 0.25-0.28) fewer wRVUs per encounter, visits with Asian patients generated 0.22 (95% CI, 0.20-0.25) fewer wRVUs per encounter, and visits with patients of other race generated 0.19 (95% CI, 0.14-0.24) fewer wRVUs per encounter. Female sex was also associated with 0.11 (95% CI, 0.10-0.12) fewer wRVUs per encounter, and wRVUs per encounter increased by 0.006 (95% CI, 0.006-0.006) with each 1-year increase in age. In the general dermatologic practice excluding Mohs surgeons, destruction of premalignant lesions and biopsies were mediators for the observed differences in race (56.2% [95% CI, 53.1%-59.3%] for Black race, 53.2% [95% CI, 45.6%-63.8%] for Asian race, and 53.6% [95% CI, 40.4%-77.4%] for other races), age (65.6%; 95% CI, 60.5%-71.4%), and sex (82.3%; 95% CI, 72.7%-93.1%). In a data set including encounters with Mohs surgeons, the race, age, and sex differences in wRVUs per encounter were greater than in the general dermatologic data set. Mohs surgery for basal cell and squamous cell carcinomas was a mediator for the observed differences in race (46.0% [95% CI, 42.6%-49.4%] for Black race, 41.9% [95% CI, 35.5%-49.2%] for Asian race, and 34.6% [95% CI, 13.8%-51.5%] for other races), age (49.2%; 95% CI, 44.9%-53.7%), and sex (47.9%; 95% CI, 42.0%-54.6%). Conclusions and Relevance: This cross-sectional study found that dermatology encounters with racial minority groups, women, and younger patients generated fewer wRVUs than encounters with older White male patients. This finding suggests that physician compensation based on wRVUs may encourage the provision of services that exacerbate disparities in access to dermatologic care.


Assuntos
Assistência Ambulatorial/economia , Dermatologia/economia , Cuidado Periódico , Gastos em Saúde , Escalas de Valor Relativo , Adulto , Fatores Etários , Idoso , Estudos Transversais , Etnicidade/estatística & dados numéricos , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Fatores Sexuais , População Branca/estatística & dados numéricos
17.
JAMA Dermatol ; 157(2): 181-188, 2021 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-33439219

RESUMO

Importance: In the 15 years since dermatology access was last investigated on a national scale, the practice landscape has changed with the rise of private equity (PE) investment and increased use of nonphysician clinicians (NPCs). Objective: To determine appointment success and wait times for patients with various insurance types at clinics with and without PE ownership. Design, Setting, and Participants: In this study, PE-owned US clinics were randomly selected and matched with 2 geographically proximate clinics without PE ownership. Researchers called each clinic 3 times over a 5-day period to assess appointment/clinician availability for a fictitious patient with a new and changing mole. The 3 calls differed by insurance type specified, which were Blue Cross Blue Shield (BCBS) preferred provider organization, Medicare, or Medicaid. Main Outcomes and Measures: Appointment success and wait times among insurance types and between PE-owned clinics and control clinics. Secondary outcomes were the provision of accurate referrals to other clinics when appointments were denied and clinician and next-day appointment availability. Results: A total of 1833 calls were made to 204 PE-owned and 407 control clinics without PE ownership across 28 states. Overall appointment success rates for BCBS, Medicare, and Medicaid were 96%, 94%, and 17%, respectively. Acceptance of BCBS (98.5%; 95% CI, 96%-99%; P = .03) and Medicare (97.5%; 95% CI, 94%-99%; P = .02) were slightly higher at PE-owned clinics (compared with 94.6% [95% CI, 92%-96%] and 92.8% [95% CI, 90%-95%], respectively, at control clinics). Wait times (median days, interquartile range [IQR]) were similar for patients with BCBS (7 days; IQR, 2-22 days) and Medicare (7 days; IQR, 2-25 days; P > .99), whereas Medicaid patients waited significantly longer (13 days; IQR, 4-33 days; P = .002). Clinic ownership did not significantly affect wait times. Private equity-owned clinics were more likely than controls to offer a new patient appointment with an NPC (80% vs 63%; P = .001) and to not have an opening with a dermatologist (16% vs 6%; P < .001). Next-day appointment availability was greater at PE-owned clinics than controls (30% vs 21%; P = .001). Conclusions and Relevance: Patients with Medicaid had significantly lower success in obtaining appointments and significantly longer wait times regardless of clinic ownership. Although the use of dermatologists and NPCs was similar regardless of clinic ownership, PE-owned clinics were more likely than controls to offer new patient appointments with NPCs.


Assuntos
Dermatologistas/estatística & dados numéricos , Dermatologia/estatística & dados numéricos , Seguro Saúde/estatística & dados numéricos , Listas de Espera , Agendamento de Consultas , Estudos Transversais , Dermatologia/economia , Acessibilidade aos Serviços de Saúde , Humanos , Medicaid/estatística & dados numéricos , Medicare/estatística & dados numéricos , Setor Privado/estatística & dados numéricos , Fatores de Tempo , Estados Unidos
18.
JAMA Dermatol ; 157(3): 322-325, 2021 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-33355610

RESUMO

Importance: Concerns have been raised about the use of radiotherapy (RT) by dermatologists. Little is known about temporal trends in payment for RT among dermatologists. Objective: To characterize changes in RT use and payment among dermatologists treating patients enrolled in Medicare. Design, Setting, and Participants: A cross-sectional, population-based retrospective analysis of dermatologists submitting Medicare claims was conducted. Dermatologists identified in the 2013-2017 Medicare Physician and Other Supplier Public Use File, which includes information on fee-for-service payments and service use among physicians caring for Medicare beneficiaries, were included in the analysis. The study was conducted from March 18 to October 22, 2020. Main Outcomes and Measures: Numbers and types of RT, current terminology codes billed by dermatologists, number of dermatologists providing RT services, total payments and median payments per dermatologist for RT services, total services and median services per dermatologist, and number of dermatologists billing for both RT and Mohs micrographic surgery services. Results: From 2013 to 2017, dermatologists billed RT codes, which included RT planning, preparation, delivery, and management services with varying levels of complexity. The number of dermatologists using RT increased from 115 to 198 between 2013 to 2017. Total payments and total services for RT have fluctuated over time. Median payments per dermatologist and median services provided per dermatologist for RT reached their highest level in 2017 ($80 810 and 629 services). In 2013, RT delivery was the highest reimbursed RT service type (total paid, $9 121 505). By 2017, clinical treatment planning and simulation was the highest reimbursed service type (total paid, $20 288 796). Conclusions and Relevance: The findings of this cross-sectional study indicate that dermatologist use of RT continues to increase. A wide variety of RT services are billed by dermatologists. Further research is needed to ensure expanded use is safe, efficacious, and cost-effective.


Assuntos
Dermatologistas/estatística & dados numéricos , Dermatologia/métodos , Medicare/economia , Padrões de Prática Médica/estatística & dados numéricos , Estudos Transversais , Dermatologistas/economia , Dermatologia/economia , Dermatologia/estatística & dados numéricos , Planos de Pagamento por Serviço Prestado/economia , Humanos , Cirurgia de Mohs/economia , Cirurgia de Mohs/estatística & dados numéricos , Padrões de Prática Médica/economia , Estudos Retrospectivos , Estados Unidos
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