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1.
J Crit Care ; : 154540, 2024 Feb 28.
Article in English | MEDLINE | ID: mdl-38423934

ABSTRACT

Trust is an essential element in the relationship between patients and intensive care unit (ICU) clinicians. Without a foundation of trust, communication is difficult, conflict is more likely, and even clinical outcomes can be affected. The ICU is a particularly challenging environment for trust to flourish. Illness occurs suddenly, emotions can be charged, the environment is impersonal, and there is rarely a prior relationship between patients and their caregivers. Therefore, intensivists must have some understanding of the factors that impact patient and family trust, as well as the actions they can take to improve it.

2.
Life (Basel) ; 14(1)2024 Jan 21.
Article in English | MEDLINE | ID: mdl-38276285

ABSTRACT

INTRODUCTION: Idiopathic pulmonary fibrosis is a chronic progressive lung disease of unknown cause with a high associated mortality. We aimed to compare the impact of chronic medical conditions on hospital outcomes of patients with acute exacerbations of idiopathic pulmonary fibrosis (AE-IPF). METHODS: This was a retrospective cohort study using the NIS database from 2016 to 2018. We included patients aged 60 and older hospitalized in academic medical centers with the diagnoses of IPF and acute respiratory failure. We examined factors associated with hospital mortality and length of stay (LOS) using survey-weighted multivariate logistic and negative binomial regression. RESULTS: Out of 4975 patients with AE-IPF, 665 (13.4%) did not survive hospitalization. There was no difference in the mean age between survivors and non-survivors. Patients were more likely to be male, predominantly white, and have Medicare coverage. Most non-survivors were from households with higher median income. Hospital LOS was longer among non-survivors than survivors (9.4 days vs. 9.8 days; p < 0.001). After multivariate-logistic regression, diabetes was found to be protective (aOR 0.62, 95% CI 0.50-0.77; p < 0.0001) while chronic kidney disease (CKD) conferred a significantly higher risk of death after AE-IPF (aOR 6.85, 95% CI 1.90-24.7; p = 0.00). Our multivariate adjusted negative binomial regression model for LOS identified obesity (IRR 0.85, 95% CI 0.76-0.94; p ≤ 0.00) and hypothyroidism (IRR 0.90, 95% CI 0.83-0.98; p = 0.02) to be associated with shorter hospital LOS. CONCLUSIONS: Our results suggest that CKD is a significant contributor to hospital mortality in AE-IPF, and diabetes mellitus may be protective. Obesity and hypothyroidism are linked with shorter hospital LOS among patients hospitalized with AE-IPF in US academic medical centers.

4.
Acute Crit Care ; 38(3): 298-307, 2023 Aug.
Article in English | MEDLINE | ID: mdl-37652859

ABSTRACT

BACKGROUND: There is increasing heterogeneity in the clinical phenotype of patients admitted to the intensive care unit (ICU) with coronavirus disease 2019 (COVID-19,) and reasons for mechanical ventilation are not limited to COVID pneumonia. We aimed to compare the characteristics and outcomes of intubated patients admitted to the ICU with the primary diagnosis of acute hypoxemic respiratory failure (AHRF) from COVID-19 pneumonia to those patients admitted for an alternative diagnosis. METHODS: Retrospective cohort study of adults with confirmed SARS-CoV-2 infection admitted to nine ICUs between March 18, 2020, and April 30, 2021, at an urban university institution. We compared characteristics between the two groups using appropriate statistics. We performed logistic regression to identify risk factors for death in the mechanically ventilated COVID-19 population. RESULTS: After exclusions, the final sample consisted of 319 patients with respiratory failure secondary to COVID pneumonia and 150 patients intubated for alternative diagnoses. The former group had higher ICU and hospital mortality rates (57.7% vs. 36.7%, P<0.001 and 58.9% vs. 39.3%, P<0.001, respectively). Patients with AHRF secondary to COVID-19 pneumonia also had longer ICU and hospital lengths-of-stay (12 vs. 6 days, P<0.001 and 20 vs. 13.5 days, P=0.001). After risk-adjustment, these patients had 2.25 times higher odds of death (95% confidence interval, 1.42-3.56; P=0.001). CONCLUSIONS: Mechanically ventilated COVID-19 patients admitted to the ICU with COVID-19-associated respiratory failure are at higher risk of hospital death and have worse ICU utilization outcomes than those whose reason for admission is unrelated to COVID pneumonia.

5.
J Intensive Care Med ; 38(1): 78-85, 2023 Jan.
Article in English | MEDLINE | ID: mdl-35722731

ABSTRACT

PURPOSE: To examine the impact of chronic comorbidities on mortality in Acute Respiratory Distress Syndrome (ARDS). MATERIALS AND METHODS: Retrospective cohort study of adults with ARDS (ICD-10-CM code J80) from the National Inpatient Sample between January, 2016 and December, 2018. For the primary outcome of mortality, we conducted weighted logistic regression adjusting for factors identified on univariate analysis as potentially significant or differing between the two groups at baseline. We used negative binomial regression adjusting for the same comorbidities to identify risk factors for longer length of stay (LOS) among ARDS survivors. RESULTS: After exclusions, 1046 records were analyzed (3355 ARDS survivors and 1875 non-survivors.) The comorbidities examined included hypertension, diabetes mellitus, obesity, hypothyroidism, alcohol and drug use, chronic kidney disease (CKD), cardiovascular disease, chronic liver disease, chronic pulmonary disease and malignancy. In multivariate analysis, we found that malignancy (OR 2.26, 95% CI 1.84-2.78, p < 0.001), cardiovascular disease (OR 1.54, 95% CI 1.23-1.92, p < 0.001), and CKD (OR 1.75, 95% CI 1.22-2.50, p = 0.002) increased the risk of death. In interaction analyses, cardiovascular disease combined with either malignancy or CKD conferred higher odds of death compared to either risk factor alone. CONCLUSIONS: The comorbidity of malignancy confers the most reliable risk of poor outcomes in ARDS with higher odds of hospital death and a simultaneous association with longer hospital LOS among survivors.


Subject(s)
Cardiovascular Diseases , Renal Insufficiency, Chronic , Respiratory Distress Syndrome , Adult , Humans , Retrospective Studies , Chronic Disease
6.
Immunol Allergy Clin North Am ; 43(1): 199-208, 2023 02.
Article in English | MEDLINE | ID: mdl-36411005

ABSTRACT

It is known that poor asthma control is common in pregnancy, and asthma in general disproportionally affects underserved communities. However, there is a paucity of data examining strategies to improve asthma control specifically among pregnant women from vulnerable populations. Identified barriers to optimal asthma care in other underserved groups include health literacy, financial constraints, cultural differences, and poor environmental controls. These deficiencies may also be targets for multimodal interventions geared toward improving asthma outcomes for underserved women during pregnancy.


Subject(s)
Asthma , Pregnancy , Humans , Female , Asthma/diagnosis , Asthma/epidemiology , Asthma/therapy
7.
Int J Crit Illn Inj Sci ; 12(3): 127-132, 2022.
Article in English | MEDLINE | ID: mdl-36506929

ABSTRACT

Background: Little is known about the mortality and utilization outcomes of short-stay intensive care unit (ICU) patients who require <24 h of critical care. We aimed to define characteristics and outcomes of short-stay ICU patients whose need for ICU level-of-care is ≤24 h compared to nonshort-stay patients. Methods: Single-center retrospective cohort study of patients admitted to the medical ICU at an academic tertiary care center in 2019. Fisher's exact test or Chi-square for descriptive categorical variables, t-test for continuous variables, and Mann-Whitney two-sample test for length of stay (LOS) outcomes. Results: Of 819 patients, 206 (25.2%) were short-stay compared to 613 (74.8%) nonshort-stay. The severity of illness as measured by the Mortality Probability Model-III was significantly lower among short-stay compared to nonshort-stay patients (P = 0.0001). Most short-stay patients were admitted for hemodynamic monitoring not requiring vasoactive medications (77, 37.4%). Thirty-six (17.5%) of the short-stay cohort met Society of Critical Care Medicine's guidelines for ICU admission. Nonfull-ICU LOS, or time spent waiting for transfer out to a non-ICU bed, was similar between the two groups. Hospital mortality was lower among short-stay patients compared to nonshort-stay patients (P = 0.01). Conclusions: Despite their lower illness severity and fewer ICU-level care needs, short-stay patients spend an equally substantial amount of time occupying an ICU bed while waiting for a floor bed as nonshort-stay patients. Further investigation into the factors influencing ICU triage of these subacute patients and contributors to system inefficiencies prohibiting their timely transfer may improve ICU resource allocation, hospital throughput, and patient outcomes.

9.
J Intensive Care Med ; 37(6): 810-816, 2022 Jun.
Article in English | MEDLINE | ID: mdl-34459678

ABSTRACT

Purpose: To investigate the impact of weekend admission on mortality for patients with septic shock. Material and Methods: Retrospective cohort study of adults in the 2017 to 2018 National Inpatient Sample coded as R65.21 (severe sepsis with septic shock) within the first 3 diagnosis codes according to the 10th revision of the International Classification of Diseases. Measurements and Main Results: After exclusions, 100,584 records were analyzed (73,966 weekday and 26,618 weekend admissions). Severity-of-illness was estimated using the Charlson-Deyo comorbidity index. Using weighted logistic regression adjusted for factors identified on univariate analysis as potentially significant, we found no higher odds of death for weekday compared to weekend admissions (OR 1.00, 95% CI 0.99-1.02, P = .84). There was a temporal improvement in septic shock outcomes with 2018 admissions having lower odds of death (OR 0.97, 95% CI 0.96-0.98, P < .001). There was no evidence for interaction between weekend admission and individual years of admission (P = .17 and P = .05 for 2017 and 2018, respectively). However, weekend mortality did seem to vary by region in our interaction analysis with higher odds of death seen in the West (OR 1.08, 95% CI 1.05-1.11, P < .001). Conclusion: We found no evidence for higher mortality among patients admitted on weekends with septic shock.


Subject(s)
Shock, Septic , Adult , Hospital Mortality , Hospitalization , Humans , Patient Admission , Retrospective Studies , Time Factors
10.
J Intensive Care Med ; 37(5): 679-685, 2022 May.
Article in English | MEDLINE | ID: mdl-34080443

ABSTRACT

PURPOSE: To evaluate utilization and mortality outcomes of interhospital transferred critically-ill medical patients with lower predicted risk of hospital mortality. MATERIALS & METHODS: Multisite retrospective cohort analysis of patients with Acute Physiology and Chronic Health Evaluation (APACHE) IV-a predicted mortality of ≤20% from 335 ICUs in 208 hospitals in the Philips eICU database between 2014-2015. Differences in length-of-stay (LOS) and mortality between transferred and local patients were evaluated using negative binomial logistic regression and logistic regression, respectively. Stratified analyses were conducted for subgroups of predicted mortality: 0%-5%, 6%-10%, 11%-15%, and 16%-20%. RESULTS: Transfers had a higher risk of longer ICU and hospital LOS across all risk strata (IRR 1.12; 95% CI 1.09-1.16, P < 0.001 and IRR 1.11; 95% CI 1.07-1.14, P < 0.001 respectively). Mortality was higher among transfers, largely driven by the 6%-10% mortality risk strata (OR 1.30; 95% CI 1.09-1.54, P = 0.003). CONCLUSIONS: Interhospital transfer of critically-ill medical patients with lower illness severity is associated with higher ICU and hospital utilization and increased mortality. Better understanding of factors driving patient selection for and characteristics of interhospital transfer for this population will have an impact on ICU resource utilization, care efficiency, and hospital quality.


Subject(s)
Critical Illness , Patient Transfer , APACHE , Critical Care , Critical Illness/therapy , Hospital Mortality , Humans , Intensive Care Units , Length of Stay , Retrospective Studies
11.
J Allergy Clin Immunol Pract ; 9(10): 3672-3678, 2021 10.
Article in English | MEDLINE | ID: mdl-34033982

ABSTRACT

BACKGROUND: It is unknown how active asthma management influences symptom control among inner-city pregnant women who have unique exposures and socioeconomic limitations affecting their care. OBJECTIVE: To assess the impact of an integrated subspecialty intervention composed of education and monitoring on asthma control among underserved women in an antenatal clinic setting. METHODS: We conducted a prospective cohort study of pregnant asthmatic patients participating in a subspecialty clinic integrated into routine prenatal care. We compared baseline characteristics and objective measurements of asthma control between women at an initial visit and those who were evaluated in at least one follow-up. For follow-up, we measured symptom control at successive visits and the incidence of asthma-related complications. RESULTS: Among 85 women enrolled, 53 (62.4%) returned for at least one follow-up visit. Mean baseline Asthma Control Test scores were similarly low (≤19) between groups (one or more follow-up and no follow-up), as were self-administered Asthma Quality of Life Questionnaire scores (<4.7). A total of 72 women had inadequate asthma control resulting in step-up therapy after the initial visit (84.7%). There was a significant increase in ACT scores between the initial and first follow-up visits. For those with an intervening self-administered Asthma Quality of Life Questionnaire, there was also a significant increase by 1.39 ± 0.67 (P = .0003). CONCLUSIONS: We found that uncontrolled asthma is common among urban women seeking routine obstetric care. Our results suggest that even one interventional visit can result in significant improvement in asthma control. Further investigation into mechanisms for optimizing treatment strategies may improve the quality of asthma care during pregnancy in this underserved population.


Subject(s)
Asthma , Pregnancy Complications , Asthma/epidemiology , Female , Humans , Pregnancy , Pregnancy Complications/epidemiology , Prenatal Care , Prospective Studies , Quality of Life
12.
J Clin Med Res ; 13(3): 184-190, 2021 Mar.
Article in English | MEDLINE | ID: mdl-33854659

ABSTRACT

BACKGROUND: Coronavirus disease 2019 (COVID-19) mortality has waned significantly over time; however, factors contributing towards this reduction largely remain unidentified. The purpose of this study was to evaluate the trend in mortality at our large tertiary academic health system and factors contributing to this trend. METHODS: This is a retrospective cohort study of intensive care unit (ICU) patients diagnosed with COVID-19 between March and August 2020 admitted across 14 hospitals in the Philadelphia area. Collected data included demographics, comorbidities, admission risk of mortality score, laboratory values, medical interventions, survival outcomes, hospital and ICU length of stay (LOS) and discharge disposition. Chi-square (χ2) test, Fisher exact test, Cochran-Mantel-Haenszel method, multinomial logistic regression models, independent sample t-test, Mann-Whitney U test and one-way analysis of variance (ANOVA) were used. RESULTS: A total of 1,204 patients were included. Overall mortality was 39%. Mortality declined significantly from 46% in March to 14% in August 2020 (P < 0.05). The most common underlying comorbidities were hypertension (60.2%), diabetes mellitus (44.7%), dyslipidemia (31.6%) and congestive heart failure (14.7%). Hydroxychloroquine (HCQ) use was more commonly associated with the patients who died, while the use of remdesivir, tocilizumab, steroids and duration of these medications were not significantly different. Peak values of ferritin, lactate dehydrogenase (LDH), C-reactive protein (CRP) and D-dimer levels were significantly higher in patients who died (P < 0.05). The mean hospital LOS was significantly longer in the patients who survived compared to the patients who died (18 vs. 12, P < 0.05). CONCLUSIONS: The mortality of patients admitted to our ICU system significantly decreased over time. Factors that may have contributed to this may be the result of a better understanding of COVID-19 pathophysiology and treatments. Further research is needed to elucidate the factors contributing to a reduction in the mortality rate for this patient population.

13.
Am J Med Sci ; 361(2): 208-215, 2021 02.
Article in English | MEDLINE | ID: mdl-33358502

ABSTRACT

IMPORTANCE: Pneumonia due to COVID-19 can lead to respiratory failure and death due to the development of the acute respiratory distress syndrome. Tocilizumab, a monoclonal antibody targeting the interleukin-6 receptor, is being administered off-label to some patients with COVID-19, and although early small studies suggested a benefit, there are no conclusive data proving its usefulness. OBJECTIVE: To evaluate outcomes in hospitalized patients with COVID-19 with or without treatment with Tocilizumab. DESIGN, SETTING, PARTICIPANTS: Retrospective study of 1938 patients with confirmed COVID-19 pneumonia admitted to hospitals within the Jefferson Health system in Philadelphia, Pennsylvania, between March 25, 2020 and June 17, 2020, of which 307 received Tocilizumab. EXPOSURES: Confirmed COVID-19 pneumonia. MAIN OUTCOMES AND MEASURES: Outcomes data related to length of stay, admission to intensive care unit (ICU), requirement of mechanical ventilation, and mortality were collected and analyzed. RESULTS: The average age was 65.2, with 47% women; 36.4% were African-American. The average length of stay was 22 days with 26.3% of patients requiring admission to the ICU and 14.9% requiring mechanical ventilation. The overall mortality was 15.3%. Older age, admission to an ICU, and requirement for mechanical ventilation were associated with higher mortality. Treatment with Tocilizumab was also associated with higher mortality, which was mainly observed in subjects not requiring care in an ICU with estimated odds ratio (OR) of 2.9 (p = 0.0004). Tocilizumab treatment was also associated with higher likelihood of admission to an ICU (OR = 4.8, p < 0.0001), progression to requiring mechanical ventilation (OR = 6.6, p < 0.0001), and increased length of stay (OR = 16.2, p < 0.0001). CONCLUSION AND RELEVANCE: Our retrospective analysis revealed an association between Tocilizumab administration and increased mortality, ICU admission, mechanical ventilation, and length of stay in subjects with COVID-19. Prospective trials are needed to evaluate the true effect of Tocilizumab in this condition.


Subject(s)
Antibodies, Monoclonal, Humanized/therapeutic use , COVID-19 Drug Treatment , Disease Management , Aged , Aged, 80 and over , COVID-19/diagnosis , COVID-19/mortality , Female , Humans , Male , Middle Aged , Mortality/trends , Retrospective Studies
14.
J Intensive Care Med ; 36(12): 1431-1435, 2021 Dec.
Article in English | MEDLINE | ID: mdl-32954949

ABSTRACT

OBJECTIVE: To evaluate the safety of directly discharging patients home from the medical intensive care unit (MICU). MATERIALS AND METHODS: Single-center retrospective observational study of consecutive MICU direct discharges to home from an urban university hospital between June, 1, 2017, and June 30, 2019. RESULTS: Of 1061 MICU discharges, 331 (31.2%) patients were eligible for analysis. Patients were divided into 2 groups based on duration of wait-time (< or ≥24 hours) between ward transfer order and ultimate hospital discharge. Most patients (68.2%) were discharged in <24 hours. Patients who waited for a floor bed for ≥24 hours prior to discharge had longer hospital length-of-stay (LOS, median 3.83 versus 2.00 days) and ICU LOS (median 3.51 versus 1.74 days). Overall, 44 (13.3%) direct MICU discharges were readmitted to the hospital within 30-days, but there was no difference in this outcome or in 30-day mortality when comparing the 2 wait-time groups. CONCLUSIONS: The practice of directly discharging MICU patients home does not negatively influence patient outcomes. Patients who overstay in the ICU after being deemed transfer-ready are unlikely to be benefiting from critical care, but impact hospital throughput and resource utilization. Prospective investigation into this practice may provide further confirmation of its feasibility and safety.


Subject(s)
Intensive Care Units , Patient Discharge , Hospital Mortality , Humans , Length of Stay , Prospective Studies , Retrospective Studies
16.
Am J Med Qual ; 36(4): 215-220, 2021.
Article in English | MEDLINE | ID: mdl-32812436

ABSTRACT

Intensive care units (ICUs) lack both standardized performance indicators to better understand the effectiveness of interventions and uniform platforms to present these indicators. The goal of this study was to identify ICU metrics meaningful to stakeholders to help guide the development of a local visualization dashboard. Individual ICU directors were interviewed to collate their input on metrics important to their units. These qualitative data were used to develop a dashboard draft, after which the authors surveyed 20 stakeholders from different hospital departments for feedback on its content and structure. The varied survey results reinforced the inherent difficulties of adapting previously developed measurement tools while also selecting ICU performance measures that are simultaneously widely accepted yet relevant to local practice. These results also call attention to the importance of interdisciplinary input in quality dashboard development, thereby enabling more successful implementation and utilization for ICU quality improvement.


Subject(s)
Critical Care , Quality Improvement , Benchmarking , Feedback , Humans , Intensive Care Units
17.
Crit Care Explor ; 2(10): e0257, 2020 Oct.
Article in English | MEDLINE | ID: mdl-33134947

ABSTRACT

OBJECTIVES: Limited evidence is available regarding the role of high-flow nasal oxygen in the management of acute hypoxemic respiratory failure secondary to coronavirus disease 2019. Our objective was to characterize outcomes associated with high-flow nasal oxygen use in critically ill adult patients with coronavirus disease 2019-associated acute hypoxemic respiratory failure. DESIGN: Observational cohort study between March 18, 2020, and June 3, 2020. SETTING: Nine ICUs at three university-affiliated hospitals in Philadelphia, PA. PATIENTS: Adult ICU patients with confirmed coronavirus disease 2019 infection admitted with acute hypoxemic respiratory failure. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Of 266 coronavirus disease 2019 ICU admissions during the study period, 124 (46.6%) received some form of noninvasive respiratory support. After exclusions, we analyzed 83 patients who were treated with high-flow nasal oxygen as a first-line therapy at or near the time of ICU admission. Patients were predominantly male (63.9%). The most common comorbidity was hypertension (60.2%). Progression to invasive mechanical ventilation was common, occurring in 58 patients (69.9%). Of these, 30 (51.7%) were intubated on the same day as ICU admission. As of June 30, 2020, hospital mortality rate was 32.9% and the median hospital length of stay was 15 days. Among survivors, the most frequent discharge disposition was home (51.0%). In comparing patients who received high-flow nasal oxygen alone (n = 54) with those who received high-flow nasal oxygen in conjunction with noninvasive positive-pressure ventilation via face mask (n = 29), there were no differences in the rates of endotracheal intubation or other clinical and utilization outcomes. CONCLUSIONS: We observed an overall high usage of high-flow nasal oxygen in our cohort of critically ill patients with acute hypoxemic respiratory failure secondary to coronavirus disease 2019. Rates of endotracheal intubation and mortality in this cohort were on par with and certainly not higher than other published series. These findings should prompt further considerations regarding the use of high-flow nasal oxygen in the management algorithm for coronavirus disease 2019-associated acute hypoxemic respiratory failure.

19.
Case Rep Pulmonol ; 2018: 3483282, 2018.
Article in English | MEDLINE | ID: mdl-30210892

ABSTRACT

Acute pulmonary edema following significant injury to the central nervous system is known as neurogenic pulmonary edema (NPE). Commonly seen after significant neurological trauma, NPE has also been described after seizure. While many pathogenic theories have been proposed, the exact mechanism remains unclear. We present a 31-year-old man who developed recurrent acute NPE on two consecutive admissions after experiencing witnessed generalized tonic-clonic (GTC) seizures. Chest radiographs obtained after seizure during both admissions showed bilateral infiltrates which rapidly resolved within 24 hours. He required intubation on each occasion, was placed on lung protective ventilation, and was successfully extubated within 72 hours. There was no identified source of infection, and no cardiac pathology was thought to be contributory.

20.
J Crit Care ; 44: 13-17, 2018 04.
Article in English | MEDLINE | ID: mdl-29024878

ABSTRACT

PURPOSE: To evaluate the impact of outlier status, or the practice of boarding ICU patients in distant critical care units, on clinical and utilization outcomes. MATERIALS AND METHODS: Retrospective observational study of all consecutive admissions to the MICU service between April 1, 2014-January 3, 2016, at an urban university hospital. RESULTS: Of 1931 patients, 117 were outliers (6.1%) for the entire duration of their ICU stay. In adjusted analyses, there was no association between outlier status and hospital (OR 1.21, 95% CI 0.72-2.05, p=0.47) or ICU mortality (OR 1.20, 95% CI 0.64-2.25, p=0.57). Outliers had shorter hospital and ICU lengths of stay (LOS) in addition to fewer ventilator days. Crossover patients who had variable outlier exposure also had no increase in hospital (OR 1.61; 95% CI 0.80-3.23; p=0.18) or ICU mortality (OR 1.05; 95% CI 0.43-2.54; p=0.92) after risk-adjustment. CONCLUSIONS: Boarding of MICU patients in distant units during times of bed nonavailability does not negatively influence patient mortality or LOS. Increased hospital and ventilator utilization observed among non-outliers in the home unit may be attributable, at least in part, to differences in patient characteristics. Prospective investigation into the practice of ICU boarding will provide further confirmation of its safety.


Subject(s)
Critical Care/organization & administration , Intensive Care Units/statistics & numerical data , Adult , Aged , Emergency Service, Hospital/statistics & numerical data , Female , Hospital Mortality , Hospital Units/statistics & numerical data , Humans , Length of Stay/statistics & numerical data , Male , Middle Aged , Patient Discharge/statistics & numerical data , Prospective Studies , Retrospective Studies
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