208 research outputs found
Hospital-Wide Impact of Mandatory Infectious Disease Consultation on Staphylococcus Aureus Septicemia
Hospital-wide Impact of Mandatory Infectious Disease Consultation on Staphylococcus aureus Septicemia
Amanda Guth1
Amy Slenker MD1,2
1Department of Infectious Diseases, Lehigh Valley Health Network
2Research Scholar Program Mentor
Abstract
Staphylococcus aureus bacteremia (SAB) is associated with considerable morbidity mortality1. Mandatory Infectious Diseases (ID) consultation for SAB was introduced to the Lehigh Valley Health Network in order to improve the care of SAB patients at both the Cedar Crest and Muhlenberg campuses. This study sought to determine if mandatory ID consultation improves adherence to published guidelines on quality-of-care indicators and improves outcomes of patients with SAB. A retrospective study was conducted comparing 179 SAB patients from the pre-intervention period (January 2013 through December 2013), to 197 SAB patients from the intervention period (May 2014 through May 2015). Comparison of the pre-intervention and intervention group revealed that the incidence of ID consultation was similar between the two groups (98% vs 98%, p=NS); however, there was a significant improvement in appropriate duration of treatment (72% vs 91%, p=0.009), and appropriate antibiotic deescalation in patients with methicillin-sensitive SAB (37% vs. 53%, p=0.012) between the pre-intervention and intervention groups. The implementation of mandatory ID consultation resulted in improvement in the quality of care for SAB patients. Though the sample size was small and the duration of this study short, this quality improvement study is useful in examining the factors that lead to better patient care and aid in the advancement of standard-of-care protocols for SAB patients hospital-wide.
Introduction
Staphylococcus aureus bacteremia (SAB) is a major human pathogen that causes a wide-range of clinical infections.6 It is a leading cause of bacteremia and infective endocarditis, as well osteoarticular, skin and soft tissue, and device-related infections.6 It is also one of the main contributors to both hospital and community-onset bloodstream infections worldwide.5 SAB continues to grow in number and complexity as a consequence of advances in patient care and the pathogenâs ability to adapt to a changing environment.7 It is associated with considerable morbidity and 10%-30% mortality1.
ID consultations for SAB have been shown to improve outcomes, including: increased cure rates2, decreased mortality3, and improved compliance with treatment standards-of-care4. ID consultation has also been shown to improve adherence to six quality-of-care indicators (QCI): performance of follow-up blood cultures, performance of echocardiography, appropriate antibiotic choice, particularly de-escalation to a ÎČ-lactam in methicillin-sensitive SAB, length of therapy, early source control (removal of infected intravenous catheters or drainage of abscess), and adjustment of vancomycin dosing5.
Lehigh Valley Health Network instituted mandatory ID consultations for patients with SAB on May 12, 2014. The purpose of this quality improvement project was to evaluate the impact of ID consultation on the management and outcome in patients with SAB.
Methods
276 patients from Lehigh Valley Cedar Crest (CC) and Muhlenberg (MHC) campuses had positive S. aureus blood cultures and met the predefined study inclusion criteria. Patients were identified from ICD-9 codes indicating âmethicillin-sensitive S. aureus (MSSA) septicemiaâ or âmethicillin-resistant S.aureus (MRSA) septicemia.â In addition, the microbiology laboratory provided a list of all positive S. aureus blood cultures during the study period to cross-reference so that every instance of SAB was reviewed for possible inclusion.
The following patients were excluded from analysis: (1) less than eighteen years of age, (2) had polymicrobial bacteremia, (3) if they refused treatment, or (4) experienced death, transfer, or initiation of hospice care within 24 hours of positive S. aureus blood cultures.
179 patients were identified from January 1st 2013 to December 31st 2013, prior to the institution of mandatory ID SAB consultation, and 197 patients were identified from May 12, 2014 to May 11, 2015, the intervention period. During the intervention period, all positive blood culture reports for MSSA or MRSA were entered into the microbiology system with the notation âAn Infectious Disease consult is indicated for patients identified with Staphylococcus aureus bacteremia.â Positive S. aureus blood cultures were faxed to the ID office for notification. If no consult request was received from the patientâs primary physician within 24 hours of the positive blood culture, the ID specialist contacted the attending of record directly to request involvement in the patientâs care.
The cohorts were evaluated using two databases that were constructed using Microsoft Access, one that captured pre-intervention patients and the other that captured intervention patients.
The patientsâ medical records were reviewed for demographic data, features of S. aureus bacteremia, details regarding treatment, and outcomes. These categories were chosen and defined by a cohort of previous studies that have found these features to be either attributing factors to the development of S. aureus bacteremia or good evaluators of quality-of-care.1, 2, 3, 4, 5
All variables were then compared an analyzed using the Mann-Whitney or t test test on Minitab 17.
Results
The characteristics of patients with Staphylococcus aureus bacteremia were very similar between the two groups. There was a notable exception of female-predominance in the pre-intervention group (46% vs 33%, p=0.007), and an increased the number of community-acquired infections in the intervention period (62% vs 45%, 0.003) (Table 1).
Most of the particular features of S. aureus infection in the pre-intervention and intervention patients were similar (Table 2). However, there were significantly more endocarditis patients in the intervention period than there were during the pre-intervention period (28% vs 21%, p=0.009). Data from prior studies suggest that infective endocarditis is associated with community-acquired infections.8
ID consultation in the period prior to the introduction of mandatory SAB consultations was quite robust (98%) with little room for improvement. Despite this, during the intervention period, there was a significant improvement in the duration of appropriate antibiotic duration (72% vs. 91%, p=0.009). In addition, there was a significant improvement in appropriate deescalation to a ÎČâlactam antibiotic in methicillin-sensitive SAB (37 vs. 53%, p=0.012) as well as improvement in the time to de-escalation in hours (64 vs 41, p=0.0001) . Performance of echocardiography, another quality-of-care indicator showed a trend toward improved adherence (83% vs. 92%, p=0.126), with a significant increase in the number of transesophageal echocardiograms performed (37% vs. 56%, p=0.0026, Table 3).
Interestingly, there was a significant difference between the amount of patients receiving follow up blood cultures 48-96 hours after a positive blood culture during the pre-intervention period versus the intervention period (89% vs 77%, p=0.042, Table 3). This needs to be looked at more closely; as often, repeat blood cultures are taken within a more narrow time frame (24-48 hours) with improvements in early laboratory identification of the infecting organism. The quality-of-care indicator from the literature cites a specific time frame, likely as a refection of older techniques in which the Staphylococcus aureus organism is not identified as readily. A future evaluation of the data will look for if repeat blood cultures were ever taken without the noted time constraint of 48-96 hours later.
There was no significant difference in outcome measures between the two groups for hospital length of stay, attributable mortality (48% vs 66%, p=0.149) and 14-day and 30-day mortality. There was a significant difference in all-cause mortality between the two cohorts (32% vs 19%, p=0.0281) (Table 4).
Discussion
The incidence of ID consultation did not change during the pre-intervention and intervention periods. Despite this, the program introducing mandatory ID consults did aid in improving adherence to quality-of-care indicators, particularly appropriate duration of antibiotics and appropriate and timely de-escalation of antibiotics in patients with methicillin-sensitive SAB. Even with the mandatory ID consultation protocol in place, four patients never received an ID consult (Table 3). This is likely secondary to human error as the microbiology laboratory technicians are responsible for faxing positive SAB blood cultures to the ID office for review. In the future, an automatic facsimile will be sent whenever SAB is identified in order to improve the rate of ID consultation for SAB to 100%.
There was a significant difference in the number of female patients between the two cohorts. However, there is no literature to support an association of gender with Staphylococcus aureus bacteremia. This is most likely a confounding result from the studyâs small data size, but it should be examined further in future analyses.
All-cause mortality was significantly improved in the intervention group, however, that is most likely a reflection of the short duration of follow-up with patients from the intervention period. The intervention data collection ended May 11th, 2015 and thus 2 months have lapsed since this period versus 19 months for the pre-intervention group.
This study was a retrospective chart review to aid in the quality improvement of patients with SAB. It does have limitations that should be taken into account. This was a short duration, small, retrospective cohort study. However, the introduction of a mandatory program is helpful to a hospital as large as Lehigh Valley Health Network as it aids to bring a more standardized method of care to patients on a much grander scale.
In conclusion, this studyâs results continues to add to the evidence that shows mandatory ID consultation improves clinical management, increases adherence to quality-of-care indicators, and potentially improves outcomes with patients who have Staphylococcus aureus bacteremia (SAB). A future challenge for the ID division is to continue improving this protocol and to ensure that it is effective in enhancing patient care.
References Chang, Feng-Yee, MacDonald BB, Peacock JE Jr, et al. A prospective multicenter study of Staphylococcus aureus bacteremia: incidence of endocarditis, risk factors for mortality, and clinical impact of methicillin resistance. Medicine. 82(5):322-32, 2003 Sep. Outcome of Staphylococcus aureus bacteremia according to compliance with recommendations of Infectious diseases specialists: experience with 244 patients. Clin Infect Dis 1998; 27:478. Infectious diseases consultation lowers mortality from Staphylococcus aureus bacteremia. Medicine (Baltimore) 2009; 88:263. Impact of routine infectious diseases service consultation on the evaluation, management, and outcomes of Staphylococcus aureus bacteremia. Clin Infect Dis 2008; 46:1000 Lopez-Cortes LE, Del Toro MD, Galvez-Acebal J, et al. Impact of an evidence-based bundle intervention in the quality-of-care management and outcome of Staphylococcus aureus bacteremia. Clin Infect Dis. 2013; 57:1225. Tong SYC, Davis JS, Eichenberger E, Holland TL, Fowler VG, Jr. 27 May 2015. Staphylococcus aureus infections: epidemiology, pathophysiology, clinical manifestations, and management. Clin Microbiol Rev 2015; 10.1128/CMR.00134-14. Boucher HW, Corey RG. Epidemiology of methicillin-resistant Staphylococcus aureus. Clin Infect Dis 2008; 46:5 Kim SH, Kim KH, Kim HB et al. Outcome of vancomycin treatment in patients with methicillin-susceptible Staphylococcus aureus bacteremia. Antimicrobial Agents and Chemotherapy 2008: 52:192
Data
Pre-Intervention Period (n=179)
Intervention Period (n=197)
P-Value
Age, median years (IQR)
64 (54-78)
68 (52-76)
0.937
Female
83 (46)
65 (33)
0.007
White
152 (85)
180 (91)
0.404
Comorbidities
At risk for endocarditis
44 (25)
62 (31)
0.160
COPD
19 (11)
22 (11)
0.927
Cardiovascular prosthesis
31 (17)
32 (16)
0.858
Diabetes mellitus
89 (50)
80 (40)
0.127
Dialysis
13 (7)
19 (10)
0.690
Immunosuppression
28 (16)
18 (9)
0.276
Malignancy
22 (12)
9 (5)
0.196
Orthopedic prosthesis
23 (13)
23 (12)
0.845
Trauma
14 (8)
20 (10)
0.691
APACHE II Score, mean
13.4
13.5
0.995
Pitt Bacteremia Score, mean
1.53
1.26
0.134
How Acquired¶
Community-acquired
Healthcare-associated
Hospital-acquired
80 (45)
74 (41)
25 (14)
122 (62)
62 (31)
12 (6)
0.003
0.104
0.190
Penicillin allergy
28 (16)
28 (14)
0.811
Table 1: Characteristics of Patients with Staphylococcus aureus Bacteremia
Data presented as number of patients (%) unless otherwise specified.
Abbreviations: COPD, chronic obstructive pulmonary disease; MRSA, methicillin-resistant S. aureus.
±Congenital heart defects, artificial heart valves, implanted cardiac device, prior infective endocarditis, rheumatic fever, and intravenous drug abuse.
¶Community-acquired: within 72 hours of admit in a patient without extensive healthcare contact,; healthcare-associated: within 72 hours of extensive contact with healthcare system (nursing home, organ transplantation, hemodialysis, presence of indwelling intravascular catheter, surgery within 30 days) ;hospital-acquired: \u3e72 hours after hospitalization.
Table 2: Features of Staphylococcus aureus Bacteremia Infection
Pre-Intervention Period (n=179)
Intervention Period (n=197)
P-Value
Source of Infection
Intravascular catheter
Skin and soft tissue infection
Osteoarticular
Endocarditis
Otherâ
Unknown
30 (17)
28 (16)
36 (20)
13 (7)
26 (15)
38 (22)
19 (11)
37 (19)
38 (20)
25 (13)
46 (23)
32 (16
0.234
0.599
0.842
0.364
0.466
0.404
MRSA
75 (42)
70 (36)
0.286
Fevers â„72 hours after antibiotics
5 (3)
0 (0)
0.108
Complicated Bacteremia§
156 (87)
155 (79)
0.156
Persistent Bacteremia°
6 (3)
3 (2)
0.760
Recurrent Bacteremia
5 (3)
11 (6)
0.641
Metastatic Infection
26 (15)
20 (10)
0.464
Endocarditis
Definite
Possible
38 (21)
27 (15)
11 (6)
55 (28)
30 (15)
25 (13)
0.009
0.972
0.268
Data presented as number of patients (%) unless otherwise specified.
Abbreviations: MRSA, methicillin-resistant S. aureus.
±Congenital heart defects, artificial heart valves, implanted cardiac device, prior infective endocarditis, rheumatic fever, IVDA
âOther, respiratory tract infection, endovascular infection other than catheter, urinary tract infection, central nervous system infection
¶Community-acquired: within 72 hours of admit in a patient without extensive healthcare contact,; healthcare-associated: within 72 hours of extensive contact with healthcare system (nursing home, organ transplantation, hemodialysis, presence of indwelling intravascular catheter, surgery within 30 days); hospital-acquired: \u3e72 hours after hospitalization.
Table 3: Infectious Diseases (ID) Consultation and Adherence to Quality-of-Care Indicators
Pre-Intervention Period (n=179)
Intervention Period (n=197)
P-Value
ID Consult
176 (98)
193 (98)
0.953
Days to ID consult, mean
0 (0-1)
0 (0-1)
0.072
Follow-up blood cultures obtained
159 (89)
151 (77)
0.042
Early source control¶
46 (82)
29 (85)
0.718
Echocardiography performed
149 (83)
182 (92)
.126
TTE
143 (80)
150 (76)
.531
TEE
66 (37)
108 (56)
0.0026
Treatment duration, median days (IQR)
28 (14-42)
29 (19-42)
0.363
Appropriate duration§
109 (72)
152 (91)
0.009
Appropriate deescalation±
66 (37)
105 (53)
0.012
Hours to deescalation, median (IQR)°
64 (42-83)
41 (20-60)
0.0001
Data presented as number of patients (%) unless otherwise specified
Abbreviations: TTE=transthoracic echocardiogram; TEE= echocardiogram
¶Removal of source of infection (nonpermanent vascular catheter, abscess drainage \u3c72 \u3ehours, or hemodialysis graft); 56 patients in total requiring source removal for the pre-intervention period and 34 patients total for the intervention period
±Applicable only to MSSA patients: de-escalation appropriate if within 24 hours of sensitivity results made available; beta lactams are better for MSSA patients than vancomycin, so if antibiotics are deescalated quicker from vancomycin to beta lactams in MSSA patients, they will have better outcomes
°Time in hours from first antibiotic to de-escalation to B-lactam antibiotics when MSSA and non-allergic patient
§In days, appropriate if patient on antibiotics â„14 days for uncomplicated bacteremia, â„28 days for complicated bacteremia, and â„42 days for endocarditis
Table 4: Outcomes of Patients with Staphylococcus aureus Bacteremia
Pre-Intervention Period (n=179)
Intervention Period (n=197)
P-Value
Length of hospitalization, median days (IQR)
12 (7-19)
13 (8-21)
0.329
Attributable mortality°
28 (48)
25 (66)
0.149
All-cause mortality
58 (32)
38 (19)
0.0281
14 days
18 (31)
16 (42)
0.295
30 days
8 (13)
8 (21)
0.510
Data presented as number of patients (%) unless otherwise specified
°58 patients died from the pre-intervention period and 38 patients died from the intervention perio
Business Information Literacy in the Early 21st Century: An Analysis of Instructional Practices and Trends
Business librarians were surveyed in 2003, 2015, and 2019 to explore how they designed, delivered, and assessed their information literacy (IL) instruction. Data from these studies will be compared to paint a picture of the changing landscape for business librarians in the first two decades of the 21st century. Survey questions explored (1) business librarian demographics, (2) librarian perceptions and use of the ACRL Standards and Framework, (3) collaborative practice, and (4) IL assessment. This talk will focus on how business librarians have found relevancy (and irrelevancy) in specific aspects of the Framework and as they gained familiarity with the document
Implementation and Outcomes of the Trauma Ambassadors Program: A Case Study of Trauma-Informed Youth Leadership Development
Community-based programs serve a critical need for vulnerable youth and families. In recent years, researchers and practitioners have urged programs to adopt a trauma-informed care (TIC) approach to address adversity in young people\u27s lives. The purpose of this article is to describe the implementation and outcomes of the Trauma Ambassador (TA) Program, a pilot youth leadership program guided by a community-university partnership that utilized a TIC approach in an underserved East North Philadelphia neighborhood. Fourteen youth engaged in interactive trainings to build their understanding of trauma and develop practical tools to support encounters with individuals with trauma histories. Focus groups and individual interviews were conducted to better understand program implementation and outcomes. Rich data emerged that identifies a myriad of ways that youth and their community might benefit from a program like the one described. The program successfully impacted participants, as TAs recognized their own trauma and were motivated to help others who may have trauma histories. This program provided quality youth development experiences, particularly with respect to trauma-informed care, and results support taking a holistic, healing-centered approach to foster well-being for youth and adult mentors
âI Canât See How People Could Walk Through That Exhibit and Not Be Forever Changedâ: A Qualitative Analysis Exploring the Use of Art in Research Dissemination
Background: Art can be a strong advocacy tool; it can be used to amplify the voices of marginalized communities and can change peopleâs perceptions of the world and others in it. In 2018, an art exhibit at Jefferson University included the cardboard signs of people who panhandle in Philadelphia as well as excerpts from in-depth interviews with those who panhandle to highlight their lived experiences. While the team published an article about this work, the purpose of this follow-up study is to explore the lasting impact of the exhibit experience on attendeesâ perceptions of people who panhandle.
Methods: Fourteen attendees of the âSigns of Humanityâ exhibit were interviewed 18âmonths later to explore their recollection of their visit and perceptions of the panhandling community. Interviews were recorded, transcribed, and thematic codes were developed in two ways: a priori codes based on literature, and through line-by-line reading of transcripts.
Results: Directed content analysis showed three main areas in which the exhibit resonated with participants: emotional, behavioral, and educational resonance, in addition to a cross-cutting âstickyâ theme, referring to the memorable long-term value of the exhibit.
Conclusion: This study demonstrates that integrating art into the dissemination phase of research is effective in imbuing long-lasting emotional/behavioral responses in a way that is both accessible and provocative for the lay and scientific communities. This study adds to the body of evidence supporting the efficacy of art as an education tool and supports its use as a way to amplify the voices of marginalized communities
Development and Preliminary Validation of a Screener for Digital Health Readiness
IMPORTANCE: While telehealth use has grown, patient uptake is variable, which has the potential to increase health disparities. Identifying and understanding individuals\u27 barriers to digital health readiness can help health systems efficiently deploy resources to provide personalized patient-centered support.
OBJECTIVE: To develop and validate an instrument to evaluate digital health readiness to identify and quantify barriers to digital readiness.
DESIGN, SETTING, AND PARTICIPANTS: In this qualitative mixed-methods study conducted from April 26, 2022, to June 8, 2023, the instrument was created in 4 phases. Patients and health care professionals were interviewed to explore barriers to telehealth use, scale items were developed for the screener, cognitive interviews were conducted to refine scale items, and psychometric properties of the screener were evaluated. The study was conducted in an urban, multisite academic health system and the surrounding community. Participants were older than 18 years, English-speaking, and able to provide informed consent. Professionals worked within the Jefferson Health system and were involved in telehealth services.
EXPOSURE: Participants completed a semistructured interview (duration: 6-19 minutes), a cognitive interview (duration: 13-137 minutes), or the draft screener survey (duration: 5-10 minutes).
MAIN OUTCOMES AND MEASURES: Development and validation of a screener for digital health readiness.
RESULTS: Of 519 patients approached, 19 were ineligible, 122 declined, and 11 were excluded from analysis, resulting in inclusion of 367 participants (32 patient interviews, 16 professional interviews, 15 cognitive interviews, 304 psychometric survey testing). All 16 professionals who were approached participated. Most patient participants were Black (46.7%) or White (37.9%), male (56.4%), and had a high school degree or some college (49.6%); mean (SD) age was 45 (23) years for participants in cognitive interviews, 53 (18) years for survey respondents, and 57 (14) years for patient interviews. The structured interviews uncovered 21 concepts, leading to 48 items that were refined through cognitive interviews. Psychometric analyses of the 29 items that emerged from the cognitive interviews resulted in a final screener with 24 items across 2 factors: technical readiness (18 items; factor loading range, 0.488-0.968) and quality-of-care concerns (6 items; factor loading range, 0.619-0.942).
CONCLUSIONS AND RELEVANCE: In this qualitative study of digital health readiness, the findings suggest that the screener items may be valid to assess the complexity of factors influencing digital health uptake and highlight several areas for potential intervention
A Prioritized Patient-Centered Research Agenda to Reduce Disparities in Telehealth Uptake: Results from a National Consensus Conference
Introduction: We hosted a national consensus conference with a diverse group of stakeholders to develop a patient-centered research agenda focused on reducing disparities in telehealth use.
Methods: Attendees were purposively invited to participate in a 2-day virtual conference. The group developed a prioritized research agenda focused on reducing disparities in telehealth uptake, with discussion informed by findings from a scoping review. All work was conducted in partnership with a Steering Committee of national experts in telehealth and patient-centered care (n = 5) and a community-based Telehealth Advisory Board with experience with telehealth use and barriers (n = 8).
Results: Sixty individuals participated in the conference and discussion resulted in a final list of 20 questions. Fifty-two attendees voted on the final prioritization of these questions. Results were aggregated for all voters (n = 52) and patient-only voters (n = 8). The top question identified by both groups focused on patient and family perspectives on important barriers to telehealth use. The entire group voting identified telehealthâs impact on patient outcomes as the next most important questions, while the patient-only group identified trust-related considerations and cultural factors impacting telehealth use as next priorities.
Conclusions: This project involved extensive patient and stakeholder engagement. While voting varied between patients only and the entire group of conference attendees, top identified priorities included patient and family perspectives on important barriers to telehealth, trust and cultural barriers and facilitators to telehealth, and assessment of telehealthâs impact on patient outcomes. This research agenda can inform design of future research focused on addressing disparities in telehealth use
Patient and provider experiences with CBT-I administered in-person or via telemedicine: A randomized non-inferiority trial
Cognitive behavioral therapy for insomnia (CBT-I) is an effective treatment in adults. However, access to care is limited. One potential solution is telemedicine. Though synchronous video-based telemedicine CBT-I has been shown to be non-inferior to in-person treatment, there is no study to date that evaluates patient and provider experiences with video-based treatment. Our study team evaluated patient and provider perceptions of CBT-I delivered via telemedicine versus an in-person format. As part of a larger randomized control trial, we interviewed patients and providers in both arms of the study (in-person and via telemedicine). 20 minute interviews were conducted over the phone and were transcribed and coded to identify themes. While patients shared initial concerns about telemedicine CBT-I, including privacy and technological issues, they were satisfied with the approach and had similar experiences as the patients receiving in-person treatment. Providers shared concerns about challenges establishing a strong therapeutic alliance, patient engagement, and accountability in CBT-I, but felt these did not interfere with their overall ability to deliver care. Patients and providers were satisfied with CBT-I treatment delivered via telemedicine when compared to those being treated in-person. Patients in both arms noted that virtual care could increase access and provide convenience
Multidifferential study of identified charged hadron distributions in -tagged jets in proton-proton collisions at 13 TeV
Jet fragmentation functions are measured for the first time in proton-proton
collisions for charged pions, kaons, and protons within jets recoiling against
a boson. The charged-hadron distributions are studied longitudinally and
transversely to the jet direction for jets with transverse momentum 20 GeV and in the pseudorapidity range . The
data sample was collected with the LHCb experiment at a center-of-mass energy
of 13 TeV, corresponding to an integrated luminosity of 1.64 fb. Triple
differential distributions as a function of the hadron longitudinal momentum
fraction, hadron transverse momentum, and jet transverse momentum are also
measured for the first time. This helps constrain transverse-momentum-dependent
fragmentation functions. Differences in the shapes and magnitudes of the
measured distributions for the different hadron species provide insights into
the hadronization process for jets predominantly initiated by light quarks.Comment: All figures and tables, along with machine-readable versions and any
supplementary material and additional information, are available at
https://cern.ch/lhcbproject/Publications/p/LHCb-PAPER-2022-013.html (LHCb
public pages
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