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Calhoun J, Kline-Tilford A, Verger J. Evolution of Pediatric Critical Care Nursing. Crit Care Nurs Clin North Am 2023; 35:265-274. [PMID: 37532380 DOI: 10.1016/j.cnc.2023.04.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/04/2023]
Abstract
Pediatric critical care nursing is a key pillar in patient care and outcomes for children who are ill and injured. Tremendous advances have occurred in pediatric critical care and nursing. This article provides an overview of the key advances in pediatric critical care nursing through the decades.
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Affiliation(s)
- Jackie Calhoun
- UPMC Children's Hospital of Pittsburgh, The University of Pittsburgh, School of Nursing, 3500 Victoria Street, 440 Victoria Building, Pittsburgh, PA 15261, USA
| | | | - Judy Verger
- College of Nursing, University of Iowa, Iowa City, Iowa, USA
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2
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Pediatric Intensive Care Unit Patients: Sedation, Monitoring, and Neurodevelopmental Outcomes. J Neurosurg Anesthesiol 2023; 35:147-152. [PMID: 36745180 DOI: 10.1097/ana.0000000000000881] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Accepted: 09/02/2022] [Indexed: 12/12/2022]
Abstract
The design and conduct of pediatric sedation studies in critically ill patients have historically been challenging due to the complexity of the pediatric intensive care unit (PICU) environment and the difficulty of establishing equipoise. Clinical trials, for instance, represent 1 important means of advancing our knowledge in this field, but there is a paucity of such studies in the literature. Accounting for ground-level factors in planning for each trial phase (eg, enrollment, intervention, assessment, and follow-up) and the presence of broader system limitations is of key importance. In addition, there is a need for early planning, coordination, and obtaining buy-in from individual study sites and staff to ensure success, particularly for multicenter studies. This review synthesizes the current state of pediatric sedation research and the myriad of challenges in designing and conducting successful trials in this particular area. The review poses consideration for future research directions, including novel study designs, and discusses electroencephalography monitoring and neurodevelopmental outcomes of PICU survivors.
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Grayling MJ, Wason JMS, Villar SS. Response adaptive intervention allocation in stepped-wedge cluster randomized trials. Stat Med 2022; 41:1081-1099. [PMID: 35064595 PMCID: PMC7612601 DOI: 10.1002/sim.9317] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Revised: 11/30/2021] [Accepted: 12/22/2021] [Indexed: 11/09/2022]
Abstract
BACKGROUND Stepped-wedge cluster randomized trial (SW-CRT) designs are often used when there is a desire to provide an intervention to all enrolled clusters, because of a belief that it will be effective. However, given there should be equipoise at trial commencement, there has been discussion around whether a pre-trial decision to provide the intervention to all clusters is appropriate. In pharmaceutical drug development, a solution to a similar desire to provide more patients with an effective treatment is to use a response adaptive (RA) design. METHODS We introduce a way in which RA design could be incorporated in an SW-CRT, permitting modification of the intervention allocation during the trial. The proposed framework explicitly permits a balance to be sought between power and patient benefit considerations. A simulation study evaluates the methodology. RESULTS In one scenario, for one particular RA design, the proportion of cluster-periods spent in the intervention condition was observed to increase from 32.2% to 67.9% as the intervention effect was increased. A cost of this was a 6.2% power drop compared to a design that maximized power by fixing the proportion of time in the intervention condition at 45.0%, regardless of the intervention effect. CONCLUSIONS An RA approach may be most applicable to settings for which the intervention has substantial individual or societal benefit considerations, potentially in combination with notable safety concerns. In such a setting, the proposed methodology may routinely provide the desired adaptability of the roll-out speed, with only a small cost to the study's power.
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Affiliation(s)
- Michael J. Grayling
- Population Health Sciences InstituteNewcastle UniversityNewcastle upon TyneUK
| | - James M. S. Wason
- Population Health Sciences InstituteNewcastle UniversityNewcastle upon TyneUK
| | - Sofía S. Villar
- MRC Biostatistics Unit, School of Clinical MedicineUniversity of CambridgeCambridgeUK
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Association of Socioeconomic Status With Postdischarge Pediatric Resource Use and Quality of Life. Crit Care Med 2022; 50:e117-e128. [PMID: 34495879 PMCID: PMC8810731 DOI: 10.1097/ccm.0000000000005261] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVES Socioeconomic factors may impact healthcare resource use and health-related quality of life, but their association with postcritical illness outcomes is unknown. This study examines the associations between socioeconomic status, resource use, and health-related quality of life in a cohort of children recovering from acute respiratory failure. DESIGN Secondary analysis of data from the Randomized Evaluation of Sedation Titration for Respiratory Failure clinical trial. SETTING Thirty-one PICUs. PATIENTS Children with acute respiratory failure enrolled whose parent/guardians consented for follow-up. MEASUREMENTS AND MAIN RESULTS Resource use included in-home care, number of healthcare providers, prescribed medications, home medical equipment, emergency department visits, and hospital readmission. Socioeconomic status was estimated by matching residential address to census tract-based median income. Health-related quality of life was measured using age-based parent-report instruments. Resource use interviews with matched census tract data (n = 958) and health-related quality of life questionnaires (n = 750/958) were assessed. Compared with high-income children, low-income children received care from fewer types of healthcare providers (β = -0.4; p = 0.004), used less newly prescribed medical equipment (odds ratio = 0.4; p < 0.001), and had more emergency department visits (43% vs 33%; p = 0.04). In the youngest cohort (< 2 yr old), low-income children had lower quality of life scores from physical ability (-8.6 points; p = 0.01) and bodily pain/discomfort (+8.2 points; p < 0.05). In addition, health-related quality of life was lower in those who had more healthcare providers and prescribed medications. In older children, health-related quality of life was lower if they had prescribed medications, emergency department visits, or hospital readmission. CONCLUSIONS Children recovering from acute respiratory failure have ongoing healthcare resource use. Yet, lower income children use less in-home and outpatient services and use more hospital resources. Continued follow-up care, especially in lower income children, may help identify those in need of ongoing healthcare resources and those at-risk for decreased health-related quality of life.
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Kachmar AG, Wypij D, Perry MA, Curley MAQ. Income-driven socioeconomic status and presenting illness severity in children with acute respiratory failure. Res Nurs Health 2021; 44:920-930. [PMID: 34505720 DOI: 10.1002/nur.22182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Revised: 08/24/2021] [Accepted: 08/26/2021] [Indexed: 11/06/2022]
Abstract
Children living in low socioeconomic communities are vulnerable to poor health outcomes, especially when critically ill. The purpose of this study was to investigate the association between socioeconomic status (SES) and illness severity upon pediatric intensive care unit (PICU) admission in children with acute respiratory failure. This secondary analysis of the multicenter Randomized Evaluation of Sedation Titration for Respiratory Failure clinical trial includes children, 2 weeks to 17 years old, mechanically ventilated for acute respiratory failure; specifically, subjects who had parental consent for follow-up and residential addresses that could be matched with census tracts (n = 2006). Subjects were categorized into quartiles based on income, with a median income of $54,036 for the census tracts represented in the sample. Subjects in the highest income quartile were more likely to be older, non-Hispanic White, and hospitalized for pneumonia. Subjects in the lowest income quartile were more likely to be Black, younger, and hospitalized for asthma or bronchiolitis, to have age-appropriate baseline functional status, and history of prematurity and asthma. After controlling for age group, gender, race, and primary diagnosis, there were no associations between income quartile and either Pediatric Risk of Mortality scores or pediatric acute respiratory distress syndrome. As measured, income-based SES was not associated with illness severity upon PICU admission in this cohort of patients. More robust and reliable methods for measuring SES may help to better explain the mechanisms by which socioeconomic affect critical illness.
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Affiliation(s)
- Alicia G Kachmar
- Department of Family and Community Health, School of Nursing, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - David Wypij
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA.,Department of Cardiology, Boston Children's Hospital, Boston, Massachusetts, USA.,Department of Pediatrics, Harvard Medical School, Boston, Massachusetts, USA
| | - Mallory A Perry
- Research Institute, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Martha A Q Curley
- Department of Family and Community Health, School of Nursing, University of Pennsylvania, Philadelphia, Pennsylvania, USA.,Research Institute, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.,Department of Anesthesia and Critical Care, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
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Perry MA, Dawkins-Henry OS, Awojoodu RE, Blumenthal J, Asaro LA, Wypij D, Kudchadkar SR, Zuppa AF, Curley MA. Study protocol for a two-center test of a nurse-implemented chronotherapeutic restoring bundle in critically ill children: RESTORE Resilience (R 2). Contemp Clin Trials Commun 2021; 23:100840. [PMID: 34466711 PMCID: PMC8385396 DOI: 10.1016/j.conctc.2021.100840] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Revised: 06/03/2021] [Accepted: 08/18/2021] [Indexed: 11/13/2022] Open
Abstract
Often, pediatric intensive care environments are not conducive to healing the sick. Critically ill children experience disruptions in their circadian rhythms, which can contribute to delayed recovery and poor outcomes. We aim to test the hypothesis that children managed via RESTORE Resilience (R2), a nurse-implemented chronotherapeutic bundle, will experience restorative circadian rhythms compared to children receiving usual care. In this two-phased, prospective cohort study, two separate pediatric intensive care units in the United Sates will enroll a total of 20 baseline subjects followed by 40 intervention subjects, 6 months to less than 18 years of age, requiring invasive mechanical ventilation. During the intervention phase, we will implement the R2 bundle, which includes: (1) a focused effort to replicate the child's pre-hospitalization daily routine, (2) cycled day-night lighting and sound modulation, (3) minimal yet effective sedation (RESTORE), (4) nighttime fasting with bolus enteral daytime feedings, (5) early progressive mobility (PICU Up!), (6) continuity in nursing care, and (7) parent diaries. Our primary outcome is circadian activity ratio post-extubation. We hypothesize that children receiving R2 will experience restored circadian rhythms as evidenced by decreased nighttime activity while in the PICU. Our exploratory outcomes include salivary melatonin levels; electroencephalogram (EEG) slow-wave activity; R2 feasibility, adherence, and system barriers; levels of patient comfort; exposure to sedative medications; time to physiological stability; and parent perception of being well cared for. This paper describes the design, rationale, and implementation of R2. CLINICALTRIALSGOV IDENTIFIER NCT04695392.
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Key Words
- CINC, continuity in nursing care
- Circadian rhythm
- DARE, daytime activity ratio estimate
- DCC, Data Coordinating Center
- DMS, data management system
- EEG, electroencephalography
- FCCS, Family-Centered Care Scale
- ICU, intensive care unit
- Mechanical ventilation
- Nurse-implemented interventions
- PCPC, Pediatric Cerebral Performance Category
- PICU, pediatric intensive care unit
- POPC, Pediatric Overall Performance Category
- PRISM III-12, Pediatric Risk of Mortality III score from first 12 h in the PICU
- Pediatric critical care
- WAT-1, Withdrawal Assessment Tool-1
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Affiliation(s)
- Mallory A. Perry
- Research Institute, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | | | - Ronke E. Awojoodu
- Department of Anesthesiology and Critical Care Medicine, Charlotte R. Bloomberg Children's Center, Johns Hopkins Medicine, Baltimore, MD, USA
- University of Maryland Baltimore School of Nursing, Baltimore, MD, USA
| | - Jennifer Blumenthal
- Research Institute, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Anesthesiology and Critical Care, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Lisa A. Asaro
- Department of Cardiology, Boston Children's Hospital, Boston, MA, USA
| | - David Wypij
- Department of Cardiology, Boston Children's Hospital, Boston, MA, USA
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Sapna R. Kudchadkar
- Department of Anesthesiology and Critical Care Medicine, Charlotte R. Bloomberg Children's Center, Johns Hopkins Medicine, Baltimore, MD, USA
| | - Athena F. Zuppa
- Department of Anesthesiology and Critical Care, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Anesthesiology and Critical Care, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Martha A.Q. Curley
- Research Institute, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Anesthesiology and Critical Care, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Department of Family and Community Health, University of Pennsylvania School of Nursing, Philadelphia, PA, USA
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Abstract
Rationale: Racial disparities in pain management have been previously reported for children receiving emergency care.Objectives: To determine whether patient race or ethnicity is associated with the broader goal of pain management and sedation among pediatric patients mechanically ventilated for acute respiratory failure.Methods: Planned secondary analysis of RESTORE (Randomized Evaluation of Sedation Titration for Respiratory Failure). RESTORE, a cluster-randomized clinical trial conducted in 31 U.S. pediatric intensive care units, compared protocolized sedation management (intervention arm) with usual care (control arm). Participants included 2,271 children identified as non-Hispanic white (white, n = 1,233), non-Hispanic Black (Black, n = 502), or Hispanic of any race (Hispanic, n = 536).Results: Within each treatment arm, neither opioid nor benzodiazepine selection, nor cumulative dosing, differed significantly among race and ethnicity groups. Black patients experienced fewer days with an episode of pain (compared with white patients in the control arm and with Hispanic patients in the intervention arm) and experienced less iatrogenic withdrawal syndrome (compared with white patients in either arm or with Hispanic patients in the intervention arm). The percentage of days awake and calm while intubated was not significantly different in pairwise comparisons by race and ethnicity groups in either the control arm (median: white, 75%; Black, 71%; Hispanic, 75%) or the intervention arm (white, 86%; Black, 88%; Hispanic, 85%).Conclusions: Across multiple measures, our study found scattered differences in sedation management among critically ill Black, Hispanic, and white children that did not consistently favor any group. However, racial disparities related to implicit bias cannot be completely ruled out.Clinical trial registered with clinicaltrials.gov (NCT00814099).
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Kopp W, Gedeit RG, Asaro LA, McLaughlin GE, Wypij D, Curley MAQ. The Impact of Preintubation Noninvasive Ventilation on Outcomes in Pediatric Acute Respiratory Distress Syndrome. Crit Care Med 2021; 49:816-827. [PMID: 33590999 DOI: 10.1097/ccm.0000000000004819] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
OBJECTIVES There is evidence that noninvasive ventilation decreases the need for invasive mechanical ventilation. However, children with pediatric acute respiratory distress syndrome who fail noninvasive ventilation may have worse outcomes than those who are intubated without exposure to noninvasive ventilation. Our objective was to evaluate the impact of preintubation noninvasive ventilation on children with pediatric acute respiratory distress syndrome. DESIGN Secondary analysis of data from the Randomized Evaluation of Sedation Titration for Respiratory Failure trial. SETTING Thirty-one PICUs in the United States. PATIENTS Children 2 weeks to 17 years old with pediatric acute respiratory distress syndrome receiving invasive mechanical ventilation, excluding those admitted with tracheostomies. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Of 2,427 subjects receiving invasive mechanical ventilation, preintubation noninvasive ventilation was used in 995 (41%). Compared with subjects without preintubation noninvasive ventilation use, subjects with preintubation noninvasive ventilation use were more likely to have a history of seizures (10% vs 8%; p = 0.04) or cancer (11% vs 6%; p < 0.001) and have moderate or severe pediatric acute respiratory distress syndrome by the end of their first full day of invasive mechanical ventilation (68% vs 60%; p < 0.001). Adjusting for age, severity of illness on PICU admission, and baseline functional status, preintubation noninvasive ventilation use resulted in longer invasive mechanical ventilation duration (median 7.0 vs 6.0 d), longer PICU (10.8 vs 8.9 d), and hospital (17 vs 14 d) lengths of stay, and higher 28-day (5% vs 4%) and 90-day (8% vs 5%) inhospital mortalities (all comparisons p < 0.001). Longer duration of noninvasive ventilation before intubation was associated with worse outcomes. CONCLUSIONS In children with pediatric acute respiratory distress syndrome, preintubation noninvasive ventilation use is associated with worse outcomes when compared with no preintubation noninvasive ventilation use. These data can be used to inform the design of clinical studies to evaluate best noninvasive ventilation practices in children with pediatric acute respiratory distress syndrome.
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Affiliation(s)
- Whitney Kopp
- Department of Pediatrics, Sacred Hearts Children's Hospital, Spokane, WA
| | - Rainer G Gedeit
- Department of Pediatrics, Medical College of Wisconsin, Milwaukee, WI
- Section of, Critical Care, Children's Hospital of Wisconsin, Milwaukee, WI
| | - Lisa A Asaro
- Department of Pediatrics, University of Miami Miller School of Medicine, Miami, FL
| | - Gwenn E McLaughlin
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA
| | - David Wypij
- Department of Cardiology, Boston Children's Hospital, Boston, MA
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA
- Department of Pediatrics, Harvard Medical School, Boston, MA
| | - Martha A Q Curley
- Department of Pediatrics, Sacred Hearts Children's Hospital, Spokane, WA
- Department of Pediatrics, Medical College of Wisconsin, Milwaukee, WI
- Section of, Critical Care, Children's Hospital of Wisconsin, Milwaukee, WI
- Department of Cardiology, Boston Children's Hospital, Boston, MA
- Department of Pediatrics, University of Miami Miller School of Medicine, Miami, FL
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA
- Department of Pediatrics, Harvard Medical School, Boston, MA
- Family and Community Health, School of Nursing, University of Pennsylvania, Philadelphia, PA
- Department of Anesthesia and Critical Care, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Research Institute, Children's Hospital of Philadelphia, Philadelphia, PA
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Tillman EM, Ipe J, Weaver KJ, Skaar TC, Rowan CM, Slaven JE. Variability of Dosing and Number of Medications Needed to Achieve Adequate Sedation in Mechanically Ventilated Pediatric Intensive Care Patients. Clin Transl Sci 2021; 14:310-316. [PMID: 33448674 PMCID: PMC7877817 DOI: 10.1111/cts.12870] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Accepted: 07/23/2020] [Indexed: 11/29/2022] Open
Abstract
Children admitted to the pediatric intensive care unit (PICU) often require multiple medications to achieve comfort and sedation. Although starting doses are available, these medications are typically titrated to the desired effect. Both oversedation and undersedation are associated with adverse events. The aim of this retrospective study was to evaluate cumulative medication burden necessary to achieve comfort in patients in the PICU and determine relevant predictors of medication needs. In order to account for all of the sedative medications, z-scores were used to assess the population average dose of each medication and compare each patient day to this population average. Sedation regimens for 130 patients in the PICU were evaluated. Mean overall infusion rates of fentanyl, morphine, and hydromorphone were 1.67 ± 0.81 µg/kg/hour, 0.12 ± 0.08 mg/kg/hour, and 17.84 ± 13.4 µg/kg/hour, respectively. The mean infusion rate of dexmedetomidine was 0.59 ± 0.28 µg/kg/hour, and midazolam was 0.14 ± 0.1 mg/kg/hour. Summation z-sores were used to rank the amount of sedation medication needed to achieve comfort for each individual patient for his/her PICU stay in relation to the entire sample. Patient age, weight, and length of mechanical ventilation were all significant predictors of sedation requirement. This study will provide data necessary to develop a model of cumulative medication burden needed to achieve appropriate sedation in this population. This descriptive model in appropriately ranking patients based on sedative needs is the first step in exploring potential genetic factors that may provide an insight into homing in on the appropriate sedation regimen.
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Affiliation(s)
- Emma M Tillman
- Division of Clinical Pharmacology, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Joseph Ipe
- Division of Clinical Pharmacology, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Kelly J Weaver
- College of Pharmacy, Purdue University, West Lafayette, Indiana, USA
| | - Todd C Skaar
- Division of Clinical Pharmacology, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Courtney M Rowan
- Department of Pediatrics, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - James E Slaven
- Department of Biostatistics, Indiana University School of Medicine, Indianapolis, Indiana, USA
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Curley MAQ, Gedeit RG, Dodson BL, Amling JK, Soetenga DJ, Corriveau CO, Asaro LA, Wypij D. Correction to: Methods in the design and implementation of the Randomized Evaluation of Sedation Titration for Respiratory Failure (RESTORE) clinical trial. Trials 2019; 20:17. [PMID: 30616620 PMCID: PMC6323764 DOI: 10.1186/s13063-018-3154-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2018] [Accepted: 12/19/2018] [Indexed: 11/13/2022] Open
Affiliation(s)
- Martha A Q Curley
- School of Nursing, University of Pennsylvania, Philadelphia, PA, USA.,Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA.,Research Institute, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Rainer G Gedeit
- Department of Pediatrics, Medical College of Wisconsin, Milwaukee, WI, USA. .,Critical Care Section, Children's Hospital of Wisconsin, 9000 W. Wisconsin Avenue, MS #681, Milwaukee, WI, 53226, USA.
| | - Brenda L Dodson
- Information Services Department, Boston Children's Hospital, Boston, MA, USA
| | - June K Amling
- Department of Plastic Surgery, Children's National Health System, Washington, DC, USA
| | - Deborah J Soetenga
- Pediatric Intensive Care Unit, American Family Children's Hospital, Madison, WI, USA
| | - Christiane O Corriveau
- Department of Critical Care Medicine, Children's National Medical Center, Washington, DC, USA
| | - Lisa A Asaro
- Department of Cardiology, Boston Children's Hospital, Boston, MA, USA
| | - David Wypij
- Department of Cardiology, Boston Children's Hospital, Boston, MA, USA.,Department of Biostatistics, Harvard School of Public Health, Boston, MA, USA.,Department of Pediatrics, Harvard Medical School, Boston, MA, USA
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