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2.
Crit Care Explor ; 2(1): e0069, 2020 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-32166289

RESUMEN

OBJECTIVES: Compliance to advanced cardiac life support algorithm is low and associated with worse outcomes from in-hospital cardiac arrests. This study aims to improve algorithm compliance by delegation of two separate code team members for timing rhythm check and epinephrine administration in accordance to the advanced cardiac life support algorithm. DESIGN: Prospective intervention with historical controls. SETTING: Single academic medical center. PATIENTS: Patients who suffered in-hospital cardiac arrest during study period were considered for inclusion. Patients in which the advanced cardiac life support algorithm or new timekeeper roles were not used were excluded. INTERVENTIONS: Two existing code team members were delegated to time epinephrine and rhythm checks. MEASUREMENTS AND MAIN RESULTS: Primary endpoint was deviations from the 2-minute rhythm check or 3- to 5-minute epinephrine administration. Each deviation outside allotted time intervals was counted as one deviation. However, instances in which multiple intervals passed were counted as multiple deviations. Algorithm adherence was analyzed before and after intervention. Secondary endpoints included return of spontaneous circulation rate, time until first dose of epinephrine, and anonymous survey data. Thirteen pre intervention in-hospital cardiac arrests were compared with 13 in-hospital cardiac arrests post. Prior to intervention, the median deviation per in-hospital cardiac arrest was 5 (interquartile range, 3-7) versus 1 post (interquartile range 0-1; p = 0.0003). The median time until first dose of epinephrine was administered pre intervention was 5 minutes (interquartile range, 0-4) versus post intervention median of 0 (interquartile range, 0-0; p = 0.02). Pre-intervention return of spontaneous circulation rate was 46.1% versus 69.2% post. Surveys demonstrated advanced cardiac life support providers felt time keeping roles made it easier to track epinephrine administration and rhythm checks and improved team communication. CONCLUSIONS: Two separate timekeeper roles during in-hospital cardiac arrests improved algorithm compliance, code team function, and was favored by code team members. Timekeeper roles may be associated with improved rates of return of spontaneous circulation and less time until the first dose of epinephrine was administered. This study is limited by small sample size and single-center design.

4.
PLoS One ; 14(2): e0212439, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-30763372

RESUMEN

BACKGROUND: Critically ill patients may die despite invasive intervention. In this study, we examine trends in the application of two such treatments over a decade, namely, endotracheal ventilation and vasopressors and inotropes administration, as well as the impact of these trends on survival durations in patients who die within a month of ICU admission. METHODS: We considered observational data available from the MIMIC-III open-access ICU database and collected within a study period between year 2002 up to 2011. If a patient had multiple admissions to the ICU during the 30 days before death, only the first stay was analyzed, leading to a final set of 6,436 unique ICU admissions during the study period. We tested two hypotheses: (i) administration of invasive intervention during the ICU stay immediately preceding end-of-life would decrease over the study time period and (ii) time-to-death from ICU admission would also decrease, due to the decrease in invasive intervention administration. To investigate the latter hypothesis, we performed a subgroups analysis by considering patients with lowest and highest severity. To do so, we stratified the patients based on their SAPS I scores, and we considered patients within the first and the third tertiles of the score. We then assessed differences in trends within these groups between years 2002-05 vs. 2008-11. RESULTS: Comparing the period 2002-2005 vs. 2008-2011, we found a reduction in endotracheal ventilation among patients who died within 30 days of ICU admission (120.8 vs. 68.5 hours for the lowest severity patients, p<0.001; 47.7 vs. 46.0 hours for the highest severity patients, p = 0.004). This is explained in part by an increase in the use of non-invasive ventilation. Comparing the period 2002-2005 vs. 2008-2011, we found a reduction in the use of vasopressors and inotropes among patients with the lowest severity who died within 30 days of ICU admission (41.8 vs. 36.2 hours, p<0.001) but not among those with the highest severity. Despite a reduction in the use of invasive interventions, we did not find a reduction in the time to death between 2002-2005 vs. 2008-2011 (7.8 days vs. 8.2 days for the lowest severity patients, p = 0.32; 2.1 days vs. 2.0 days for the highest severity patients, p = 0.74). CONCLUSION: We found that the reduction in the use of invasive treatments over time in patients with very poor prognosis did not shorten the time-to-death. These findings may be useful for goals of care discussions.


Asunto(s)
Cuidados Críticos , Enfermedad Crítica/mortalidad , Enfermedad Crítica/terapia , Unidades de Cuidados Intensivos , Privación de Tratamiento , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Boston/epidemiología , Muerte , Femenino , Humanos , Intubación Intratraqueal , Masculino , Persona de Mediana Edad , Pronóstico , Cuidado Terminal/tendencias , Factores de Tiempo , Vasoconstrictores/uso terapéutico , Privación de Tratamiento/tendencias , Adulto Joven
6.
Crit Care Med ; 45(6): 1019-1027, 2017 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-28328651

RESUMEN

OBJECTIVES: We quantified the 28-day mortality effect of preexisting do-not-resuscitate orders in ICUs. DESIGN: Longitudinal, retrospective study of patients admitted to five ICUs at a tertiary university medical center (Beth Israel Deaconess Medical Center, BIDMC, Boston, MA) between 2001 and 2008. INTERVENTION: None. PATIENTS: Two cohorts were defined: patients with do not resuscitate advance directives on day 1 of ICU admission and a control group comprising patients with no limitations of level of care on ICU day 1 (full code). MEASUREMENTS AND MAIN RESULTS: The primary outcome was mortality at 28 days after ICU admission. Of 19,007 ICU patients, 1,239 patients (6.5%) had a do-not-resuscitate order on the first day of ICU admission and survived 48 hours in the ICU. We matched those do-not-resuscitate patients with 2,402 patients with full-code status. Twenty-eight day and 1-year mortality were both significantly higher in the do-not-resuscitate group (33.9% vs 18.4% and 60.7% vs 40.2%; p < 0.001, respectively). CONCLUSION: Do-not-resuscitate status is an independent risk factor for ICU mortality. This may reflect severity of illness not captured by other clinical factors, but the perceptions of the treating team related to do-not-resuscitate status could also be causally responsible for increased mortality in patients with do-not-resuscitate status.


Asunto(s)
Enfermedad Crítica/mortalidad , Mortalidad Hospitalaria , Unidades de Cuidados Intensivos/estadística & datos numéricos , Órdenes de Resucitación , Centros Médicos Académicos , Anciano , Anciano de 80 o más Años , Femenino , Humanos , Estudios Longitudinales , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Factores de Riesgo
7.
Ann Am Thorac Soc ; 13(9): 1624-8, 2016 09.
Artículo en Inglés | MEDLINE | ID: mdl-27374415

RESUMEN

Effective communication between providers and patients and their surrogates in the intensive care unit (ICU) is crucial for delivery of high-quality care. Despite the identification of communication as a key education focus by the American Board of Internal Medicine, little emphasis is placed on teaching trainees how to effectively communicate in the ICU. Data are conflicting on the best way to teach residents, and institutions vary on their emphasis of communication as a key skill. There needs to be a cultural shift surrounding the education of medical residents in the ICU: communication must be treated with the same emphasis, precision, and importance as placing a central venous catheter in the ICU. We propose that high-stakes communications between physicians and patients or their surrogates must be viewed as a medical procedure that can be taught, assessed, and quality controlled. Medical residents require training, observation, and feedback in specific communication skill sets with the goal of achieving mastery. It is only through supervised training, practice in real time, observation, and feedback that medical residents can become skillful practitioners of communication in the ICU.


Asunto(s)
Competencia Clínica/normas , Comunicación , Unidades de Cuidados Intensivos/organización & administración , Medicina Interna/educación , Internado y Residencia/normas , Evaluación Educacional , Humanos , Relaciones Médico-Paciente , Calidad de la Atención de Salud , Estados Unidos
9.
Ann Am Thorac Soc ; 12(4): 474-9, 2015 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-25763886

RESUMEN

Fellowship training in pulmonary and critical care has evolved substantially over the past decade. Training programs are increasingly focused on a rigorous, multifaceted assessment of an individual trainee's progress toward achieving specific curricular milestones, and their ability to independently manage a series of entrustable professional activities. This new system has provided programs with an enormous amount of detailed information related to the specific goals and outcomes of training. However, it has not addressed the unmet need for fellowship programs to systematically assess and teach advanced clinical reasoning and judgment. Training programs must address these cognitive processes in a proactive and supportive way, and are challenged to develop novel approaches that encourage continuous self-evaluation. Only by addressing these critical deficiencies will programs enable trainees to progress beyond a level of clinical competence to one of true expertise. These efforts will also encourage physicians at all levels of training to embrace their commitment to lifelong learning.


Asunto(s)
Competencia Clínica , Toma de Decisiones Clínicas , Cognición , Cuidados Críticos , Becas/métodos , Neumología/educación , Acreditación , Curriculum , Educación de Postgrado en Medicina , Humanos
12.
Crit Care Med ; 42(3): 497-503, 2014 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-24145845

RESUMEN

OBJECTIVE: The Centers for Disease Control has recently proposed a major change in how ventilator-associated pneumonia is defined. This has profound implications for public reporting, reimbursement, and accountability measures for ICUs. We sought to provide evidence for or against this change by quantifying limitations of the national definition of ventilator-associated pneumonia that was in place until January 2013, particularly with regard to comparisons between, and ranking of, hospitals and ICUs. DESIGN: A prospective survey of a nationally representative group of 43 hospitals, randomly selected from the American Hospital Association Guide (2009). Subjects classified six standardized vignettes of possible cases of ventilator-associated pneumonia as pneumonia or no pneumonia. SUBJECTS: Individuals responsible for ventilator-associated pneumonia surveillance at 43 U.S. hospitals. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: We measured the proportion of standardized cases classified as ventilator-associated pneumonia. Of 138 hospitals consented, 61 partially completed the survey and 43 fully completed the survey (response rate 44% and 31%, respectively). Agreement among hospitals about classification of cases as ventilator-associated pneumonia/not ventilator-associated pneumonia was nearly random (Fleiss κ 0.13). Some hospitals rated 0% of cases as having pneumonia; others classified 100% as having pneumonia (median, 50%; interquartile range, 33-66%). Although region of the country did not predict case assignment, respondents who described their region as "rural" were more likely to judge a case to be pneumonia than respondents elsewhere (relative risk, 1.25, Kruskal-Wallis chi-square, p = 0.03). CONCLUSIONS: In this nationally representative study of hospitals, assignment of ventilator-associated pneumonia is extremely variable, enough to render comparisons between hospitals worthless, even when standardized cases eliminate variability in clinical data abstraction. The magnitude of this variability highlights the limitations of using poorly performing surveillance definitions as methods of hospital evaluation and comparison, and our study provides very strong support for moving to a more objective definition of ventilator-associated complications.


Asunto(s)
Centers for Disease Control and Prevention, U.S./normas , Hospitales/normas , Neumonía Asociada al Ventilador/diagnóstico , Neumonía Asociada al Ventilador/epidemiología , Indicadores de Calidad de la Atención de Salud , Distribución de Chi-Cuadrado , Estudios Transversales , Femenino , Política de Salud , Humanos , Incidencia , Unidades de Cuidados Intensivos , Masculino , Variaciones Dependientes del Observador , Neumonía Asociada al Ventilador/terapia , Formulación de Políticas , Estudios Prospectivos , Estados Unidos/epidemiología
14.
Intern Emerg Med ; 7(6): 539-45, 2012 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-23054404

RESUMEN

Noninvasive ventilation, both continuous positive airway pressure and noninvasive positive pressure ventilation, has been used increasingly for acute respiratory failure over the past several years. Noninvasive ventilation has been proven to be beneficial for some causes of acute respiratory failure, most clearly for acute exacerbations of chronic obstructive pulmonary disease, while its use in other forms of acute respiratory failure remains more controversial. In this article, the evidence for the use of noninvasive ventilation in various kinds of acute respiratory failure will be examined. Particular attention will be paid to the clinical situations commonly encountered by emergency medicine and general internal medicine clinicians. The potential dangers of noninvasive ventilation as well as some guidelines for clinical decision making when treating patients with this mode of ventilator support will also be discussed.


Asunto(s)
Ventilación no Invasiva , Respiración con Presión Positiva/métodos , Insuficiencia Respiratoria/terapia , Enfermedad Aguda , Asma/complicaciones , Humanos , Obesidad/complicaciones , Guías de Práctica Clínica como Asunto , Enfermedad Pulmonar Obstructiva Crónica/complicaciones , Enfermedad Pulmonar Obstructiva Crónica/terapia , Edema Pulmonar/etiología , Edema Pulmonar/terapia , Insuficiencia Respiratoria/etiología
15.
J Med Genet ; 49(11): 671-80, 2012 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-23048207

RESUMEN

BACKGROUND: The role of genetics in the development of acute lung injury (ALI)/acute respiratory distress syndrome (ARDS) from direct or indirect lung injury has not been specifically investigated. The aim of this study was to identify genetic variants contributing to ALI/ARDS from pulmonary or extrapulmonary causes. METHODS: We conducted a multistage genetic association study. We first performed a large-scale genotyping (50K ITMAT-Broad_CARe Chip) in 1717 critically ill Caucasian patients with either pulmonary or extrapulmonary injury, to identify single nucleotide polymorphisms (SNPs) associated with the development of ARDS from direct or indirect insults to the lung. Identified SNPs (p≤0.0005) were validated in two separated populations (Stage II), with trauma (Population I; n=765) and pneumonia/pulmonary sepsis (Population II; n=838), as causes for ALI/ARDS. Genetic variants replicating their association with trauma related-ALI in Stage II were validated in a second trauma-associated ALI population (n=224, Stage III). RESULTS: In Stage I, non-overlapping SNPs were significantly associated with ARDS from direct/indirect lung injury, respectively. The association between rs1190286 (POPDC3) and reduced risk of ARDS from pulmonary injury was validated in Stage II (p<0.003). SNP rs324420 (FAAH) was consistently associated with increased risk of ARDS from extrapulmonary causes in two independent ALI-trauma populations (p<0.006, Stage II; p<0.05, Stage III). Meta-analysis confirmed these associations. CONCLUSIONS: Different genetic variants may influence ARDS susceptibility depending on direct versus indirect insults. Functional SNPs in POPDC3 and FAAH genes may be driving the association with direct and indirect ALI/ARDS, respectively.


Asunto(s)
Lesión Pulmonar Aguda/genética , Moléculas de Adhesión Celular/genética , Proteínas Musculares/genética , Síndrome de Dificultad Respiratoria/genética , Adulto , Anciano , Anciano de 80 o más Años , Amidohidrolasas/genética , Femenino , Estudios de Asociación Genética , Predisposición Genética a la Enfermedad , Humanos , Masculino , Persona de Mediana Edad , Polimorfismo de Nucleótido Simple , Factores de Riesgo
16.
J Emerg Med ; 41(5): e103-5, 2011 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-18993020

RESUMEN

BACKGROUND: Before the 1980s, Escherichia coli was the most common cause of pyogenic liver abscess, but more recently, Klebsiella pneumoniae has emerged as the most common organism in the United States and Taiwan. OBJECTIVE: Our goal is to present a case of K. pneumoniae liver abscess (KLA) and review the risk factors, presenting symptoms, complications, and treatment of this disease that is emerging in North America. CASE REPORT: We present a patient who was found to have KLA complicated by bacteremia and sepsis. CONCLUSIONS: Initially described in the Asian literature, KLA is an emerging problem in North America. We present this case to increase awareness among emergency physicians of the diagnosis, risk factors, potential complications-including bacteremia and disseminated infection-and treatment.


Asunto(s)
Infecciones por Klebsiella , Klebsiella pneumoniae , Absceso Piógeno Hepático/microbiología , Adulto , Bacteriemia/microbiología , Humanos , Infecciones por Klebsiella/diagnóstico , Absceso Piógeno Hepático/diagnóstico , Masculino , Taiwán
17.
Simul Healthc ; 5(3): 146-51, 2010 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-20651476

RESUMEN

INTRODUCTION: Simulation is a safe alternative to practicing procedural skills on patients. However, few published studies have examined the long-term effect of simulation technology on bedside procedures such as central venous catheter (CVC) insertion. METHODS: To determine whether simulation-based teaching improves procedural comfort, performance, and clinical events in CVC insertion, over traditional methods of procedural teaching, and to assess the long-term effect of this training, we conducted a prospective, randomized controlled trial with 53 postgraduate year-1 and postgraduate year-2 medical residents at a tertiary-care teaching hospital. At the start of the study, we assessed all residents' procedural comfort and previous training and experience with CVCs. We then measured their baseline performance in placing CVCs on simulators, using a validated assessment tool (pretest). For the intervention group, we reassessed performance immediately after simulation training (posttest). All subjects then placed actual CVCs as clinically indicated while on their medical intensive care unit rotations, under the supervision of critical care faculty. We measured clinical events associated with these CVCs. After their medical intensive care unit rotations, we reassessed CVC insertion skills on simulators and procedural comfort of all subjects (delayed posttest). RESULTS: Intervention subjects demonstrated a significant improvement in skills immediately after simulation training. At delayed posttesting, performance diminished somewhat in the intervention subjects and was not significantly different from control subjects; however, a significant increase over pretest scores persisted in both groups. CONCLUSIONS: A CVC insertion simulation course improves procedural skills. These skills decline over time, and simulation conferred no long-term additional benefit over traditional methods of procedural teaching.


Asunto(s)
Cateterismo Venoso Central/métodos , Competencia Clínica , Curriculum , Medicina Interna/educación , Internado y Residencia/estadística & datos numéricos , Simulación de Paciente , Enseñanza , Educación de Postgrado en Medicina , Femenino , Conocimientos, Actitudes y Práctica en Salud , Humanos , Masculino , Massachusetts , Análisis Multivariante , Estudios Prospectivos , Factores de Tiempo
18.
Chest ; 138(3): 559-67, 2010 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-20507948

RESUMEN

BACKGROUND: ARDS may occur after either septic or nonseptic injuries. Sepsis is the major cause of ARDS, but little is known about the differences between sepsis-related and non-sepsis-related ARDS. METHODS: A total of 2,786 patients with ARDS-predisposing conditions were enrolled consecutively into a prospective cohort, of which 736 patients developed ARDS. We defined sepsis-related ARDS as ARDS developing in patients with sepsis and non-sepsis-related ARDS as ARDS developing after nonseptic injuries, such as trauma, aspiration, and multiple transfusions. Patients with both septic and nonseptic risks were excluded from analysis. RESULTS: Compared with patients with non-sepsis-related ARDS (n = 62), patients with sepsis-related ARDS (n = 524) were more likely to be women and to have diabetes, less likely to have preceding surgery, and had longer pre-ICU hospital stays and higher APACHE III (Acute Physiology and Chronic Health Evaluation III) scores (median, 78 vs 65, P < .0001). There were no differences in lung injury score, blood pH, Pao(2)/Fio(2) ratio, and Paco(2) on ARDS diagnosis. However, patients with sepsis-related ARDS had significantly lower Pao(2)/Fio(2) ratios than patients with non-sepsis-related ARDS patients on ARDS day 3 (P = .018), day 7 (P = .004), and day 14 (P = .004) (repeated-measures analysis, P = .011). Compared with patients with non-sepsis-related ARDS, those with sepsis-related had a higher 60-day mortality (38.2% vs 22.6%; P = .016), a lower successful extubation rate (53.6% vs 72.6%; P = .005), and fewer ICU-free days (P = .0001) and ventilator-free days (P = .003). In multivariate analysis, age, APACHE III score, liver cirrhosis, metastatic cancer, admission serum bilirubin and glucose levels, and treatment with activated protein C were independently associated with 60-day ARDS mortality. After adjustment, sepsis-related ARDS was no longer associated with higher 60-day mortality (hazard ratio, 1.26; 95% CI, 0.71-2.22). CONCLUSION: Sepsis-related ARDS has a higher overall disease severity, poorer recovery from lung injury, lower successful extubation rate, and higher mortality than non-sepsis-related ARDS. Worse clinical outcomes in sepsis-related ARDS appear to be driven by disease severity and comorbidities.


Asunto(s)
Lesión Pulmonar Aguda/complicaciones , Síndrome de Dificultad Respiratoria/epidemiología , Sepsis/complicaciones , Lesión Pulmonar Aguda/mortalidad , Lesión Pulmonar Aguda/terapia , Adulto , Anciano , Estudios de Casos y Controles , Estudios de Cohortes , Femenino , Humanos , Tiempo de Internación , Masculino , Persona de Mediana Edad , Recuperación de la Función , Síndrome de Dificultad Respiratoria/diagnóstico , Síndrome de Dificultad Respiratoria/terapia , Sepsis/diagnóstico , Sepsis/terapia , Índice de Severidad de la Enfermedad , Tasa de Supervivencia , Resultado del Tratamiento
19.
Acad Med ; 84(8): 1127-34, 2009 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-19638784

RESUMEN

PURPOSE: Despite mandates from accreditation bodies for programs to ensure procedural competence, standardized measures do not exist to assess residents' skills in performing central venous catheter (CVC) insertion. The objective of the present study was to develop an instrument to assess residents in subclavian (SC) CVC insertion, to set performance standards, and to validate the tool using performance data. METHOD: In 2007, the authors convened experts to create an assessment tool for CVC insertion using a modified Delphi method. They applied the Angoff method to a second set of experts to determine minimum passing scores (MPSs) for both the borderline trainee and the competent trainee. Two faculty evaluators then used the checklist to assess residents performing CVCs on simulators. RESULTS: The authors created and experts confirmed a 24-item checklist. Using the Angoff method, the MPS required completion of 10 major and 2 minor criteria for a trainee to show borderline proficiency with CVC insertion under supervision. This MPS was correlated with a global rating of 2 on a 5-point scale. The MPS for competence was 17 major and 5 minor criteria. None of the residents deemed competent on a global rating scale achieved the MPS for competence. CONCLUSIONS: The authors were able to create and validate a consensus-driven procedural assessment tool with data-driven standards for basic proficiency and competence that faculty can use to assess residents as they perform CVC insertion.


Asunto(s)
Cateterismo Venoso Central/normas , Competencia Clínica/normas , Educación de Postgrado en Medicina/métodos , Evaluación Educacional/métodos , Medicina Interna/educación , Internado y Residencia , Adulto , Técnica Delphi , Femenino , Humanos , Masculino , Maniquíes , Vena Subclavia
20.
Acad Emerg Med ; 16(3): 230-4, 2009 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-19281494

RESUMEN

OBJECTIVES: The objective was to investigate the association between statin therapy and mortality in emergency department (ED) patients with suspected infection. METHODS: A secondary analysis of a prospective, observational cohort study was conducted at an urban, academic ED with approximately 50,000 annual visits. Data were collected between December 2003 and September 2004. Inclusion criteria consisted of age > or = 18 years, clinical suspicion of infection, and hospital admission. Patients were divided by those receiving statin therapy and those not receiving statins while hospitalized. Medication data were collected from an inpatient pharmacy database. Comparisons were conducted with Fisher's exact test or Wilcoxon rank sum test. To adjust for baseline differences, multivariable logistic regression analysis controlling for gender, severity of illness (Mortality in Emergency Department Sepsis [MEDS] score), Charlson Comorbidity Index, and duration of statin therapy was performed. RESULTS: Of 2,132 patients with suspected infection, 2,036 (95%) had interpretable pharmacy data and were analyzed. The cohort had a median age of 61 years (interquartile range [IQR] = 46-78 years) and a mortality of 3.9% (95% confidence interval [CI] = 3.1% to 4.8%). Patients who received statins (n = 474) had a lower unadjusted crude mortality (1.9%; 95% CI = 0.6% to 3.3%) compared to those who did not (4.5%; 95% CI = 3.4% to 5.4%; p

Asunto(s)
Mortalidad Hospitalaria , Inhibidores de Hidroximetilglutaril-CoA Reductasas/uso terapéutico , Infecciones/mortalidad , Anciano , Comorbilidad , Servicio de Urgencia en Hospital , Femenino , Hospitales Urbanos , Humanos , Modelos Logísticos , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Índice de Severidad de la Enfermedad , Estadísticas no Paramétricas
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