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1.
JAMA Netw Open ; 6(6): e2320702, 2023 06 01.
Artigo em Inglês | MEDLINE | ID: mdl-37378981

RESUMO

Importance: Live feedback in the operating room is essential in surgical training. Despite the role this feedback plays in developing surgical skills, an accepted methodology to characterize the salient features of feedback has not been defined. Objective: To quantify the intraoperative feedback provided to trainees during live surgical cases and propose a standardized deconstruction for feedback. Design, Setting, and Participants: In this qualitative study using a mixed methods analysis, surgeons at a single academic tertiary care hospital were audio and video recorded in the operating room from April to October 2022. Urological residents, fellows, and faculty attending surgeons involved in robotic teaching cases during which trainees had active control of the robotic console for at least some portion of a surgery were eligible to voluntarily participate. Feedback was time stamped and transcribed verbatim. An iterative coding process was performed using recordings and transcript data until recurring themes emerged. Exposure: Feedback in audiovisual recorded surgery. Main Outcomes and Measures: The primary outcomes were the reliability and generalizability of a feedback classification system in characterizing surgical feedback. Secondary outcomes included assessing the utility of our system. Results: In 29 surgical procedures that were recorded and analyzed, 4 attending surgeons, 6 minimally invasive surgery fellows, and 5 residents (postgraduate years, 3-5) were involved. For the reliability of the system, 3 trained raters achieved moderate to substantial interrater reliability in coding cases using 5 types of triggers, 6 types of feedback, and 9 types of responses (prevalence-adjusted and bias-adjusted κ range: a 0.56 [95% CI, 0.45-0.68] minimum for triggers to a 0.99 [95% CI, 0.97-1.00] maximum for feedback and responses). For the generalizability of the system, 6 types of surgical procedures and 3711 instances of feedback were analyzed and coded with types of triggers, feedback, and responses. Significant differences in triggers, feedback, and responses reflected surgeon experience level and surgical task being performed. For example, as a response, attending surgeons took over for safety concerns more often for fellows than residents (prevalence rate ratio [RR], 3.97 [95% CI, 3.12-4.82]; P = .002), and suturing involved more errors that triggered feedback than dissection (RR, 1.65 [95% CI, 1.03-3.33]; P = .007). For the utility of the system, different combinations of trainer feedback had associations with rates of different trainee responses. For example, technical feedback with a visual component was associated with an increased rate of trainee behavioral change or verbal acknowledgment responses (RR, 1.11 [95% CI, 1.03-1.20]; P = .02). Conclusions and Relevance: These findings suggest that identifying different types of triggers, feedback, and responses may be a feasible and reliable method for classifying surgical feedback across several robotic procedures. Outcomes suggest that a system that can be generalized across surgical specialties and for trainees of different experience levels may help galvanize novel surgical education strategies.


Assuntos
Especialidades Cirúrgicas , Cirurgiões , Humanos , Retroalimentação , Reprodutibilidade dos Testes , Recidiva Local de Neoplasia , Cirurgiões/educação
2.
JAMA Surg ; 158(6): 570-571, 2023 06 01.
Artigo em Inglês | MEDLINE | ID: mdl-37074707

RESUMO

This Viewpoint analyzes Surveillance, Epidemiology, and End Results­Medicare linked data from 2010 to 2019 using a previously established method to examine contemporary radical prostatectomy outcomes.


Assuntos
Hospitais , Prostatectomia , Masculino , Humanos , Programa de SEER
3.
Curr Opin Urol ; 33(3): 193-199, 2023 05 01.
Artigo em Inglês | MEDLINE | ID: mdl-36861767

RESUMO

PURPOSE OF REVIEW: Prostate biopsy is commonly performed in men suspected to have prostate cancer. It has traditionally been performed using a transrectal approach, but transperineal prostate biopsy has been increasingly adopted in part because of its lower associated infectious risk. We review recent studies evaluating the rate of potentially life-threatening post-biopsy sepsis and potential preventive strategies. RECENT FINDINGS: After performing a comprehensive literature search, 926 records were screened and 17 studies published in 2021 or 2022 were found to be relevant. Studies varied in periprocedural perineal and transrectal preparation, antibiotic prophylaxis, and definition of sepsis. The sepsis rates after transperineal ultrasound-guided versus transrectal ultrasound-guided biopsy ranged between 0 and 1 versus 0.4 and 9.8%. Mixed efficacy was found for the topical application of antiseptics before transrectal biopsy to decrease postprocedural sepsis. Promising strategies include the use of topical rectal antiseptics before transrectal prostate biopsy and using a rectal swab to guide the antibiotic selection and the route of the biopsy. SUMMARY: The transperineal approach to biopsy is increasingly used because of lower associated sepsis rates. Our review of the recent literature supports this practice pattern change. Hence, transperineal biopsy should be offered as an option to all men.


Assuntos
Anti-Infecciosos Locais , Neoplasias da Próstata , Sepse , Masculino , Humanos , Próstata/diagnóstico por imagem , Próstata/patologia , Biópsia/efeitos adversos , Reto , Neoplasias da Próstata/diagnóstico , Neoplasias da Próstata/patologia , Biópsia Guiada por Imagem/efeitos adversos , Sepse/epidemiologia , Sepse/etiologia , Sepse/prevenção & controle
4.
Eur Urol Open Sci ; 48: 90-97, 2023 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-36743402

RESUMO

Background: Despite the historic association of higher prostate cancer volume with worse oncologic outcomes, little is known about the impact of tumor volume on cancer biology. Objective: To characterize the relationship between tumor volume (measured by percent positive cores [PPC]) and cancer biology (measured by Decipher genomic risk classifier [GC]) in men who underwent prostate biopsy. Design setting and participants: Prostate biopsies from 52 272 men profiled with Decipher captured in a population-based prospective tumor registry were collected from 2016 to 2021. Outcome measurements and statistical analysis: The degree of distribution and correlation of PPC with a GC score across grade group (GG) strata were examined using the Mann-Whitney U test, Pearson correlation coefficient, and multivariable linear regression controlled for clinicopathologic characteristics. Results and limitations: A total of 38 921 (74%) biopsies passed quality control (14 331 GG1, 16 159 GG2, 5661 GG3, 1775 GG4, and 995 GG5). Median PPC and GC increased with sequentially higher GG. There was an increasingly positive correlation (r) between PPC and GC in GG2-5 prostate cancer (r [95% confidence interval {CI}]: 0.07 [0.5, 0.8] in GG2, 0.15 [0.12, 0.17] in GG3, 0.20 [0.15, 0.24] in GG4, and 0.25 [0.19, 0.31] in GG5), with no correlation in GG1 disease (r = 0.01, 95% CI [-0.001, 0.03]). In multivariable linear regression, GC was significantly associated with higher PPC for GG2-5 (all p < 0.05) but was not significantly associated with PPC for GG1. Limitations include retrospective design and a lack of final pathology from radical prostatectomy specimens. Conclusions: Higher tumor volume was associated with worse GC for GG2-5 prostate cancer, whereas tumor volume was not associated with worse GC for GG1 disease. The finding that tumor volume is not associated with worse cancer biology in GG1 disease encourages active surveillance for most patients irrespective of tumor volume. Patient summary: We studied the relationship between prostate cancer tumor volume and cancer biology, as measured by the Decipher genomic risk score, in men who underwent prostate biopsy. We found that tumor volume was not associated with worse cancer biology for low-grade prostate cancer. Our findings reassuringly support recent guidelines to recommend active surveillance for grade group 1 prostate cancer in most patients, irrespective of tumor volume.

5.
JNCI Cancer Spectr ; 7(2)2023 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-36840651

RESUMO

Overdiagnosis and overtreatment of low-grade prostate cancer (PCa) reflect poor quality of care and prompted changes to guidelines over the past decade. We used the National Cancer Database to characterize Gleason Grade Group (GG)1 PCa diagnosis trends and assess facility-level treatment variability. Between 2010 and 2019, GG1 PCa incidence had a clinically and statistically significant decline, from 45% to 25% at biopsy and from 33% to 9.8% at radical prostatectomy (RP) pathology. Similarly, active surveillance (AS) uptake significantly increased to 49% and 62% among nonacademic and academic sites, respectively. Decreasing rates of definitive therapies were identified: among academic sites, RP decreased from 61.1% to 25.3% and radiation therapy (RT) from 25.2% to 12%, whereas among nonacademic sites, RP decreased from 53.6% to 28% and RT from 37.8% to 21.9% (Ptrend < .001). Declines in the diagnosis and treatment of low-grade disease demonstrate an encouraging shift in PCa epidemiology. However, heterogeneity in AS utilization remains and reflects opportunities for improvement.


Assuntos
Neoplasias da Próstata , Masculino , Humanos , Neoplasias da Próstata/diagnóstico , Neoplasias da Próstata/epidemiologia , Neoplasias da Próstata/terapia , Próstata/patologia , Gradação de Tumores , Prostatectomia , Antígeno Prostático Específico
6.
JU Open Plus ; 1(8)2023 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38187460

RESUMO

Purpose: To examine the association between the quality of neurovascular bundle dissection and urinary continence recovery after robotic-assisted radical prostatectomy. Materials and Methods: Patients who underwent RARPs from 2016 to 2018 in two institutions with ≥1-year postoperative follow-up were included. The primary outcomes were time to urinary continence recovery. Surgical videos were independently assessed by 3 blinded raters using the validated Dissection Assessment for Robotic Technique (DART) tool after standardized training. Cox regression was used to test the association between DART scores and urinary continence recovery while adjusting for relevant patient features. Results: 121 RARP performed by 23 surgeons with various experience levels were included. The median follow-up was 24 months (95% CI 20 - 28 months). The median time to continence recovery was 7.3 months (95% CI 4.7 - 9.8 months). After adjusting for patient age, higher scores of certain DART domains, specifically tissue retraction and efficiency, were significantly associated with increased odds of continence recovery (p<0.05). Conclusions: Technical skill scores of neurovascular bundle dissection vary among surgeons and correlate with urinary continence recovery. Unveiling the specific robotic dissection skillsets which impact patient outcomes has the potential to focus surgical training.

7.
NPJ Digit Med ; 5(1): 187, 2022 Dec 22.
Artigo em Inglês | MEDLINE | ID: mdl-36550203

RESUMO

How well a surgery is performed impacts a patient's outcomes; however, objective quantification of performance remains an unsolved challenge. Deconstructing a procedure into discrete instrument-tissue "gestures" is a emerging way to understand surgery. To establish this paradigm in a procedure where performance is the most important factor for patient outcomes, we identify 34,323 individual gestures performed in 80 nerve-sparing robot-assisted radical prostatectomies from two international medical centers. Gestures are classified into nine distinct dissection gestures (e.g., hot cut) and four supporting gestures (e.g., retraction). Our primary outcome is to identify factors impacting a patient's 1-year erectile function (EF) recovery after radical prostatectomy. We find that less use of hot cut and more use of peel/push are statistically associated with better chance of 1-year EF recovery. Our results also show interactions between surgeon experience and gesture types-similar gesture selection resulted in different EF recovery rates dependent on surgeon experience. To further validate this framework, two teams independently constructe distinct machine learning models using gesture sequences vs. traditional clinical features to predict 1-year EF. In both models, gesture sequences are able to better predict 1-year EF (Team 1: AUC 0.77, 95% CI 0.73-0.81; Team 2: AUC 0.68, 95% CI 0.66-0.70) than traditional clinical features (Team 1: AUC 0.69, 95% CI 0.65-0.73; Team 2: AUC 0.65, 95% CI 0.62-0.68). Our results suggest that gestures provide a granular method to objectively indicate surgical performance and outcomes. Application of this methodology to other surgeries may lead to discoveries on methods to improve surgery.

8.
Clin Genitourin Cancer ; 20(5): 423-430, 2022 10.
Artigo em Inglês | MEDLINE | ID: mdl-35701333

RESUMO

INTRODUCTION: Deferred treatment is a growing management strategy for low-risk prostate cancer. However, it is unknown whether this growth is mediated by patient factors. In this study, we sought to evaluate factors associated with deferred treatment in patients with low-risk prostate cancer and shifts in these factors after recent incorporation of active surveillance into national guidelines. MATERIALS AND METHODS: We identified 137,915 men diagnosed with low-risk prostate cancer (prostate-specific antigen <10 ng/mL, Gleason score ≤6, stage cT1-cT2a) in the National Cancer Database from 2010 to 2017. Multivariate logistic regression models were used to determine factors associated with deferred treatment. Interaction variables were added to determine whether trends in use of deferred treatment over time depend on race, income, education, and insurance status. RESULTS: The use of deferred treatment among men with low-risk prostate cancer increased from 14.7% in 2010-2011 to 46.3% in 2016-2017 (P < .001). On multivariate analysis, deferred treatment was associated with older age, more contemporary year of diagnosis, black race, lower income, higher educational attainment, government insurance, being uninsured, treatment at an academic/research facility, and treatment at a facility in New England (each P < .05). Incorporation of interaction variables showed that black race, belonging to the two lowest income quartiles, government insurance, and being uninsured became less associated with deferred treatment in recent years. CONCLUSIONS: The use of deferred treatment among men with low-risk prostate cancer increased significantly from 2010 to 2017. However, patients who were black, low-income, and not privately insured experienced smaller increases in deferred treatment. Interventions to increase uptake in these groups present opportunities to improve quality of care.


Assuntos
Antígeno Prostático Específico , Neoplasias da Próstata , Humanos , Modelos Logísticos , Masculino , Pessoas sem Cobertura de Seguro de Saúde , Gradação de Tumores , Neoplasias da Próstata/diagnóstico , Neoplasias da Próstata/terapia
9.
Eur Urol Focus ; 8(5): 1176-1185, 2022 09.
Artigo em Inglês | MEDLINE | ID: mdl-34246618

RESUMO

BACKGROUND: The use of surgical clips for athermal dissection of the lateral prostatic pedicles and ligation during pelvic lymph node dissection (PLND) while performing robotic-assisted radical prostatectomy (RARP) has been the gold standard. Clips are used to prevent thermal injury of the unmyelinated nerve fibers and lymphceles, respectively. OBJECTIVE: To compare oncological and functional outcomes of a new technique of clipless, lateral pedicle control and PLND with RARP with bipolar energy (RARP-bi) versus the standard RARP technique with clips (RARP-c). DESIGN, SETTING, AND PARTICIPANTS: A retrospective study was conducted among 338 men who underwent RARP between July 2018 and March 2020. SURGICAL PROCEDURE: RARP-c versus RARP-bi. MEASUREMENTS: We prospectively collected data and retrospectively compared demographic, clinicopathological, and functional outcome data. Urinary as well as sexual function was assessed using the Expanded Prostate Cancer Index for Clinical Practice, and complications were assessed using Clavien-Dindo grading. Multivariable regression modeling was used to examine whether the technical approach of RARP-bi versus RARP-c was associated with positive surgical margins (PSMs) or sexual and urinary function scores. RESULTS AND LIMITATIONS: A total of 144 (43%) and 194 (57%) men underwent RARP-bi and RARP-c, respectively. Overall, there were no differences in functional and oncological outcomes between the two approaches. On multivariable regression analysis, the RARP-bi technique was not associated with significant differences in PSMs (odds ratio [OR] = 1.04, 95% confidence interval [CI] 0.6-1.8; p = 0.9), sexual function (OR = 0.4, 95% CI 0.1-1.5; p = 0.8), or urinary function (OR = 0.5, 95% CI 0.2-1.4; p = 0.2). The overall 30-d complication rates (12% vs 16%, p = 0.5) and bladder neck contracture rates (2.1% vs 3.6%, p = 0.5) were similar between the two groups. There was no difference in lymphocele complications (1.4% vs 0.52%, p = 0.58). All complications were of Clavien-Dindo grade I-II. CONCLUSIONS: Despite the concerns for an increased risk of nerve injury secondary to the use of bipolar energy for prostatic pedicle dissection, we demonstrate that this technique is oncologically and functionally similar to the standard approach with surgical clips. There was no difference in complications or lymphocele formation for techniques with versus without clips. PATIENT SUMMARY: We describe a modified technique for prostatic pedicle dissection during robotic-assisted radical prostatectomy, which utilizes bipolar energy and is associated with shorter operative time, without compromising functional or oncological outcomes.


Assuntos
Linfocele , Procedimentos Cirúrgicos Robóticos , Masculino , Humanos , Feminino , Estudos Retrospectivos , Procedimentos Cirúrgicos Robóticos/efeitos adversos , Procedimentos Cirúrgicos Robóticos/métodos , Linfocele/etiologia , Prostatectomia/métodos , Próstata/cirurgia , Margens de Excisão
10.
J Card Surg ; 36(9): 3251-3258, 2021 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-34216400

RESUMO

The Affordable Care Act established the Hospital Readmissions Reduction Program (HRRP) to reduce payments to hospitals with excessive readmissions in an effort to link payment to the quality of hospital care. Prior studies demonstrating an association of HRRP implementation with increased mortality after heart failure discharges have prompted concern for potential unintended adverse consequences of the HRRP. We examined the impact of these policies on coronary artery bypass graft (CABG) surgery outcomes using the Nationwide Readmissions Database and found that, in line with previously observed readmission trends for CABG, readmission rates continued to decline in the era of the HRRP, but that this did not come at the expense of increased mortality. These results suggest that inclusion of surgical procedures, such as CABG in the HRRP might be an effective cost-reducing measure that does not adversely affect quality of hospital care.


Assuntos
Insuficiência Cardíaca , Readmissão do Paciente , Ponte de Artéria Coronária , Insuficiência Cardíaca/terapia , Humanos , Medicare , Patient Protection and Affordable Care Act , Estados Unidos
11.
Eur Urol Open Sci ; 27: 61-64, 2021 May.
Artigo em Inglês | MEDLINE | ID: mdl-33982018

RESUMO

Urinary incontinence remains a significant post-prostatectomy sequalae. While many patient and technical factors have been found to contribute to post-prostatectomy incontinence, the impact of anatomical differences by races has not been studied . Shorter preoperative membranous urethral length (MUL) on prostate MRI has been associated with higher risk of post-prostatectomy incontinence. We compared MUL in Asian and non-Asian men and their post-prostatectomy urinary function using the Expanded Prostate Cancer Index Composite for Clinical Practice (EPIC-CP). We found that MUL was significantly shorter for Asian vs. non-Asian men (7.9mm, 95% confidence interval [CI] 7.5-8.3 vs. 10.9mm, 95%CI 10.2-11.7 - mean difference 3.0mm, 95%CI for mean difference 2.15-3.87; p<0.01) and that Asian men had significantly worse EPIC-CP urinary score ≥12 months post-prostatectomy (3.82; 95%CI 2.47-5.17 vs. 1.95; 95%CI 1.11-2.79 - mean difference: 1.87; 95% CI for mean difference is 0.32-3.42; p=0.022). Confirmatory studies are needed to explore racial differences in MUL and its effect on post-prostatectomy urinary incontinence.

12.
Urology ; 154: 136-140, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-33482136

RESUMO

OBJECTIVE: To determine whether the academic achievement of Department Chairperson (DC) and Research Director (RD), when present, is associated with increased scholarly productivity and National Institutes of Health (NIH) funding of faculty members in academic urology departments. MATERIALS AND METHODS: We identified the DC, RD and faculty members of 145 academic urology departments. The scholarly productivity and NIH funding for each individual faculty member was assessed from 2018 to 2019 using an h-index extrapolated from the Scopus database and the NIH RePORTER tool, respectively. The Spearman correlation coefficient was employed to define the correlation of these parameters. Hypothesis testing was conducted using the Mann-Whitney U test. RESULTS: After excluding 13 departments due to missing faculty listing, our final sample included 132 departments and 2227 faculty members. In 2018, the NIH provided $55,243,658 in urology research grants to 24.2% of departments and 4.0% of faculty members. Of departments with NIH funding, 68.8% employed a RD. DC and RD h-index were positively correlated with departmental h-index. DC h-index positively correlated with department NIH funding. Moreover, NIH funding was significantly higher for departments with a RD vs those without a RD ($1,268,028 vs $62,941, P < .001); interestingly, NIH funding was higher for departments employing unfunded RDs vs those without a RD ($2,079,948 vs $579,055, P < .001). CONCLUSION: Academic success of a DC and RD was associated with urology departmental scholarly productivity and NIH funding. The presence of a RD, funded or unfunded, was associated with increased departmental NIH funding.


Assuntos
Centros Médicos Acadêmicos , Docentes de Medicina/estatística & dados numéricos , Apoio à Pesquisa como Assunto/estatística & dados numéricos , Urologia , Humanos , Liderança , National Institutes of Health (U.S.) , Editoração , Apoio à Pesquisa como Assunto/economia , Estados Unidos
13.
J Med Internet Res ; 22(9): e20786, 2020 09 09.
Artigo em Inglês | MEDLINE | ID: mdl-32810841

RESUMO

BACKGROUND: New York City was the international epicenter of the COVID-19 pandemic. Health care providers responded by rapidly transitioning from in-person to video consultations. Telemedicine (ie, video visits) is a potentially disruptive innovation; however, little is known about patient satisfaction with this emerging alternative to the traditional clinical encounter. OBJECTIVE: This study aimed to determine if patient satisfaction differs between video and in-person visits. METHODS: In this retrospective observational cohort study, we analyzed 38,609 Press Ganey patient satisfaction survey outcomes from clinic encounters (620 video visits vs 37,989 in-person visits) at a single-institution, urban, quaternary academic medical center in New York City for patients aged 18 years, from April 1, 2019, to March 31, 2020. Time was categorized as pre-COVID-19 and COVID-19 (before vs after March 4, 2020). Wilcoxon-Mann-Whitney tests and multivariable linear regression were used for hypothesis testing and statistical modeling, respectively. RESULTS: We experienced an 8729% increase in video visit utilization during the COVID-19 pandemic compared to the same period last year. Video visit Press Ganey scores were significantly higher than in-person visits (94.9% vs 92.5%; P<.001). In adjusted analyses, video visits (parameter estimate [PE] 2.18; 95% CI 1.20-3.16) and the COVID-19 period (PE 0.55; 95% CI 0.04-1.06) were associated with higher patient satisfaction. Younger age (PE -2.05; 95% CI -2.66 to -1.22), female gender (PE -0.73; 95% CI -0.96 to -0.50), and new visit type (PE -0.75; 95% CI -1.00 to -0.49) were associated with lower patient satisfaction. CONCLUSIONS: Patient satisfaction with video visits is high and is not a barrier toward a paradigm shift away from traditional in-person clinic visits. Future research comparing other clinic visit quality indicators is needed to guide and implement the widespread adoption of telemedicine.


Assuntos
Betacoronavirus , Infecções por Coronavirus , Pandemias , Satisfação do Paciente , Pneumonia Viral , Telemedicina , Centros Médicos Acadêmicos , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Assistência Ambulatorial/estatística & dados numéricos , COVID-19 , Feminino , Pesquisas sobre Atenção à Saúde , Humanos , Masculino , Pessoa de Meia-Idade , Cidade de Nova Iorque , Estudos Retrospectivos , SARS-CoV-2 , Telemedicina/estatística & dados numéricos , Adulto Jovem
14.
J Pain Symptom Manage ; 60(5): 948-958.e3, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-32585181

RESUMO

CONTEXT: Clinicians lack reliable methods to predict which patients with congestive heart failure (CHF) will benefit from cardiac resynchronization therapy (CRT). Symptom burden may help to predict response, but this information is buried in free-text clinical notes. Natural language processing (NLP) may identify symptoms recorded in the electronic health record and thereby enable this information to inform clinical decisions about the appropriateness of CRT. OBJECTIVES: To develop, train, and test a deep NLP model that identifies documented symptoms in patients with CHF receiving CRT. METHODS: We identified a random sample of clinical notes from a cohort of patients with CHF who later received CRT. Investigators labeled documented symptoms as present, absent, and context dependent (pathologic depending on the clinical situation). The algorithm was trained on 80% and fine-tuned parameters on 10% of the notes. We tested the model on the remaining 10%. We compared the model's performance to investigators' annotations using accuracy, precision (positive predictive value), recall (sensitivity), and F1 score (a combined measure of precision and recall). RESULTS: Investigators annotated 154 notes (352,157 words) and identified 1340 present, 1300 absent, and 221 context-dependent symptoms. In the test set of 15 notes (35,467 words), the model's accuracy was 99.4% and recall was 66.8%. Precision was 77.6%, and overall F1 score was 71.8. F1 scores for present (70.8) and absent (74.7) symptoms were higher than that for context-dependent symptoms (48.3). CONCLUSION: A deep NLP algorithm can be trained to capture symptoms in patients with CHF who received CRT with promising precision and recall.


Assuntos
Terapia de Ressincronização Cardíaca , Insuficiência Cardíaca , Documentação , Registros Eletrônicos de Saúde , Insuficiência Cardíaca/diagnóstico , Insuficiência Cardíaca/terapia , Humanos , Processamento de Linguagem Natural
15.
Eur Urol Oncol ; 2(4): 349-354, 2019 07.
Artigo em Inglês | MEDLINE | ID: mdl-31277772

RESUMO

BACKGROUND: Hospitals are increasingly being held responsible for their readmissions rates. The contribution of hospital versus patient factors (eg, case mix) to hospital readmissions is unknown. OBJECTIVE: To estimate the relative contribution of hospital and patient factors to readmissions after radical cystectomy (RC) for bladder cancer. DESIGN, SETTING, AND PARTICIPANTS: We identified individuals who underwent RC in 2014 in the Nationwide Readmissions Database (NRD). The NRD is a nationally representative (USA), all-payer database that includes readmissions at index and nonindex hospitals. Survey weights were used to generate national estimates. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: The main outcome was readmission within 30 d after RC. Using a multilevel mixed-effects model, we estimated the statistical association between patient and hospital characteristics and readmission. A hospital-level random-effects term was used to estimate hospital-level readmission rates while holding patient characteristics constant. RESULTS AND LIMITATIONS: We identified a weighted sample of 7095 individuals who underwent RC at 341 hospitals in the USA. The 30-d readmission rate was 29.5% (95% confidence interval [CI] 27.8-31.2%), ranging from 1.4% (95% CI 0.6-2.2%) in the bottom quartile to 73.6% (95% CI 68.4-78.7) in the top. In our multilevel model, female sex and comorbidity score were associated with a higher likelihood of readmission. The hospital random-effects term, encompassing both measured and unmeasured hospital characteristics, contributed minimally to the model for readmission when patient characteristics were held constant at population mean values (pseudo-R2<0.01% for hospital effects). Surgical volume, bed size, hospital ownership, and academic status were not significantly associated with readmission rates when these terms were added to the model. CONCLUSIONS: After adjusting for patient characteristics, hospital-level effects explained little of the large between-hospital variability in readmission rates. These findings underscore the limitations of using 30-d post-discharge readmissions as a hospital quality metric. PATIENT SUMMARY: The chance of being readmitted after radical cystectomy varies substantially between hospitals. Little of this variability can be explained by hospital-level characteristics, while far more can be explained by patient characteristics and random variability.


Assuntos
Cistectomia , Hospitais/estatística & dados numéricos , Readmissão do Paciente/estatística & dados numéricos , Neoplasias da Bexiga Urinária/cirurgia , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estados Unidos
16.
JAMA Netw Open ; 2(5): e194634, 2019 05 03.
Artigo em Inglês | MEDLINE | ID: mdl-31150074

RESUMO

Importance: The Hospital Readmissions Reduction Program (HRRP) was recently expanded to penalize excessive readmissions after total hip arthroplasty (THA) and total knee arthroplasty (TKA). These are the first surgical procedures to be included in the HRRP. Objective: To determine whether the HRRP was associated with a greater decrease in readmissions after targeted procedures (THA and TKA) compared with similar nontargeted procedures (lumbar spine fusion and laminectomy). Design, Setting, and Participants: A retrospective cohort study was conducted of patients 50 years or older among all payers in the Nationwide Readmissions Database who underwent THA, TKA, lumbar spine fusion, or laminectomy between January 1, 2010, and September 30, 2015. Multivariable logistic regression and interrupted time-series models were used to calculate and compare 30-day readmission trends in 3 periods associated with the HRRP: preimplementation (January 2010-September 2012), implementation (October 2012-September 2014), and penalty (October 2014-September 2015). Statistical analysis was performed from January 1, 2010, to September 30, 2015. Exposures: Announcement and implementation of the HRRP. Main Outcomes and Measures: Readmission within 30 days after hospitalization for THA, TKA, lumbar spine fusion, or laminectomy surgery. Results: The study included 6 687 077 (58.3% women and 41.7% men; mean age, 66.7 years; 95% CI, 66.7-66.8 years) weighted hospitalizations for THA, TKA, lumbar spine fusion, and laminectomy surgery: 4 765 466 hospitalizations for targeted conditions and 1 921 611 for nontargeted conditions. After passage of the Patient Protection and Affordable Care Act, the risk-adjusted rates of readmission after all procedures decreased in a similar fashion. Implementation of the HRRP was associated with a 0.018% per month decrease in the rate of readmission (95% CI, -0.025% to -0.010%) after targeted procedures, which was not observed after nontargeted procedures (slope per month, -0.003%; 95% CI, -0.016% to 0.010%). Penalties were not associated with a greater decrease in readmission for either targeted or nontargeted procedures. Conclusions and Relevance: These results appear to be consistent with hospitals responding to the future possibility of penalties by reducing readmissions after surgical procedures targeted by the HRRP.


Assuntos
Artroplastia de Quadril/tendências , Artroplastia do Joelho/tendências , Alta do Paciente/tendências , Patient Protection and Affordable Care Act/tendências , Readmissão do Paciente/estatística & dados numéricos , Readmissão do Paciente/tendências , Fusão Vertebral/tendências , Idoso , Idoso de 80 Anos ou mais , Artroplastia de Quadril/estatística & dados numéricos , Artroplastia do Joelho/estatística & dados numéricos , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Alta do Paciente/estatística & dados numéricos , Patient Protection and Affordable Care Act/estatística & dados numéricos , Estudos Retrospectivos , Estados Unidos
17.
Prostate Cancer Prostatic Dis ; 22(4): 593-599, 2019 12.
Artigo em Inglês | MEDLINE | ID: mdl-30980025

RESUMO

OBJECTIVES: To assess whether Medicare expenditures for men with incident prostate cancer, treated in Accountable Care Organizations (ACOs) differ from those of men treated in non-ACOs. METHODS: Using the 20% Medicare sample, total charges for 1 year following an initial diagnosis of prostate cancer were abstracted from Medicare claims. Prostate cancer expenditures were calculated by subtracting total charges from the year prior to diagnosis. Propensity score weighting was used to balance baseline characteristics of men treated in ACOs and non-ACOs, and between treatment modalities (radiation, prostatectomy, and expectant management). A propensity score weighted regression model was then used to estimate mean expenditures for men with prostate cancer treated in ACOs and non ACOs and to test the association between ACO status and costs. RESULTS: We identified 3297 men treated in ACOs for localized prostate cancer versus 24,088 in the non-ACO cohort. The weighted total charges for each treatment modality were $32,358 (radiation), $27,662 (prostatectomy), and $11,134 (expectant management). In our propensity score weighted regression model, the association between charges and ACO status was not significant, nor was the interaction between treatment type and costs. This was true both overall, and in a stratified analysis by treatment type. CONCLUSIONS: There was no significant difference in Medicare spending on prostate cancer care based on provider ACO affiliation, regardless of treatment type. Although the effects of ACOs on clinical care are complex, this study adds to a growing body of evidence suggesting that ACOs fail to achieve significantly lower charges in certain clinical settings.


Assuntos
Organizações de Assistência Responsáveis/economia , Gastos em Saúde/estatística & dados numéricos , Medicare/economia , Neoplasias da Próstata/terapia , Organizações de Assistência Responsáveis/estatística & dados numéricos , Idoso , Redução de Custos/economia , Redução de Custos/estatística & dados numéricos , Custo Compartilhado de Seguro/economia , Custo Compartilhado de Seguro/estatística & dados numéricos , Humanos , Masculino , Medicare/estatística & dados numéricos , Pontuação de Propensão , Neoplasias da Próstata/economia , Estados Unidos
18.
J Oncol Pract ; 15(6): e547-e559, 2019 06.
Artigo em Inglês | MEDLINE | ID: mdl-30998420

RESUMO

PURPOSE: Accountable care organizations (ACOs) are a delivery and payment model designed to encourage integrated, high-value care. We designed a study to test the association between ACOs and two recommended cancer screening tests, colonoscopy for colorectal cancer and mammography for breast cancer. METHODS: Using the random 20% sample of Medicare claims, beneficiaries were attributed to ACO or non-ACO cohorts on the basis of providers' enrollment in the Medicare Shared Savings Program. An inverse probability of treatment weighting was used to balance patient characteristics between ACO and non-ACO cohorts. A propensity score-weighted, difference-in-differences analysis was then performed using the same provider groups in 2010-pre-ACO-as a baseline. A secondary analysis for older-nonrecommended-age ranges was performed. RESULTS: Prevalence of colonoscopy in recommended age ranges in ACOs from 2010 to 2014 increased from 15.3% (95% CI, 14.9% to 15.6%) to 17.9% (95% CI, 17.3% to 18.5%). This differed significantly from the change in non-ACOs (difference in differences, 1.2%; P < .001). Among women in ACOs, mammography prevalence rose from 53.7% (95% CI, 53.0% to 54.4%) to 54.9% (95% CI, 54.2% to 55.7%). In contrast to colonoscopy, the difference in mammography prevalence was not significantly different in ACO versus non-ACOs (difference in differences, 0.49%; P < .13). A similar pattern was also observed in older-nonrecommended-age ranges with significant difference in differences (ACO v non-ACO) in colonoscopy, but not mammography. CONCLUSION: The impact of ACOs on cancer screening varies between screening tests. Our results are consistent with a greater effect of ACOs on high-cost, high-complexity screening services, which may be more sensitive to integrated care delivery models.


Assuntos
Organizações de Assistência Responsáveis/estatística & dados numéricos , Neoplasias da Mama/diagnóstico , Neoplasias Colorretais/diagnóstico , Medicare/organização & administração , Organizações de Assistência Responsáveis/economia , Organizações de Assistência Responsáveis/normas , Idoso , Neoplasias da Mama/economia , Neoplasias da Mama/epidemiologia , Colonoscopia/economia , Colonoscopia/métodos , Neoplasias Colorretais/economia , Neoplasias Colorretais/epidemiologia , Redução de Custos , Feminino , Gastos em Saúde/estatística & dados numéricos , Humanos , Masculino , Mamografia/economia , Mamografia/métodos , Programas de Rastreamento/economia , Programas de Rastreamento/métodos , Programas de Rastreamento/normas , Guias de Prática Clínica como Assunto , Estados Unidos/epidemiologia
19.
Urol Pract ; 6(6): 356, 2019 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-37317473
20.
Urol Pract ; 6(3): 159-164, 2019 May.
Artigo em Inglês | MEDLINE | ID: mdl-37300100

RESUMO

INTRODUCTION: Accountable care organizations are designed to financially incentivize efficiency and reduce low value care. To determine if accountable care organizations have impacted prostate cancer screening patterns, we analyzed trends in prostate specific antigen screening and prostate biopsies by accountable care organization and nonaccountable care organization providers. METHODS: Using a random 20% sample of Medicare claims, we selected men 66 years old or older. In 2014 beneficiaries were attributed to accountable care organization and nonaccountable care organization providers using a modified Medicare Shared Savings Program algorithm. Beneficiaries treated by these same providers in 2010 served as the control population. Inverse probability weighting and difference in differences analyses were used to compare trends in prostate specific antigen screening and prostate biopsies in 2010 and 2014. Analyses were stratified by the age groups 66 to 69 years old and 70 years old or older. RESULTS: Among the beneficiaries treated by accountable care organization and nonaccountable care organization providers, prostate specific antigen screening rates were 62.4% and 60.5% in 2010 vs 55.9% and 54.4% in 2014 in men 66 to 69 years old, respectively (p=0.3). Prostate biopsy rates were 2.5% and 2.3% in 2010 vs 1.7% and 1.6% in 2014, respectively (p=0.6). In men 70 years old or older, prostate specific antigen screening rates were 54.3% and 54.2% in 2010 vs 46.0% and 46.4% in 2014, respectively (p=0.2). Similarly, prostate biopsy rates were 1.8% and 1.7% in 2010 vs 1.1% and 1.1% in 2014, respectively (p=0.7). CONCLUSIONS: Although decreasing the use of low value services is a fundamental goal of accountable care organizations, prostate specific antigen screening and prostate biopsy trends were similar for accountable care organization and nonaccountable care organization providers across all age groups in the study years. This finding suggests that accountable care organization implementation did not have an impact on prostate specific antigen screening or prostate biopsy use.

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