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In this study, investigators aimed to develop and validate a risk score to predict severe outcomes (e.g., mortality and ICU admission) in children who were admitted to the Children's Hospital of Fudan University between 2017 and 2022 due to community-acquired pneumonia (CAP). The objectives were as follows.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| children hospitalized with community-acquired pneumonia |
|
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| exposures of interest: epidemiological data, clinical characteristics, laboratory data, and chest radiographic reports | Other | epidemiological data (e.g., age, sex, and residential area), clinical characteristics (e.g., fever, cough, and wheeze), laboratory data (e.g., white blood cell, c-reaction protein, and procalcitonin), and chest radiographic reports (e.g., X-ray, CT, and ultrasound) |
| Measure | Description | Time Frame |
|---|---|---|
| in-hospital mortality | in-hospital mortality among children hospitalized with CAP | from admission to discharge, an average of 7 days |
| Measure | Description | Time Frame |
|---|---|---|
| admission to ICU | admission to a intensive care unit for over 24 hours | from admission to discharge, an average of 7 days |
| septic shock | occurrence of septic shock during admission |
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Inclusion Criteria:
Exclusion Criteria:
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This was a retrospective cohort study of children aged between > 29 days and 18 years old who were admitted to the Children's Hospital of Fudan University in Shanghai, China from January 1, 2017 to December 31, 2022. Children were enrolled if they were hospitalized with signs and symptoms of lower respiratory tract infection and radiographic evidence of pneumonia.
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| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Children's Hospital of Fudan University | Shanghai | Shanghai Municipality | 201102 | China |
| PubMed Identifier | Type | Citation | Retractions |
|---|---|---|---|
| 32188600 | Background | Riley RD, Ensor J, Snell KIE, Harrell FE Jr, Martin GP, Reitsma JB, Moons KGM, Collins G, van Smeden M. Calculating the sample size required for developing a clinical prediction model. BMJ. 2020 Mar 18;368:m441. doi: 10.1136/bmj.m441. No abstract available. | |
| 35011073 | Background | Tseng CC, Tu CY, Chen CH, Wang YT, Chen WC, Fu PK, Chen CM, Lai CC, Kuo LK, Ku SC, Fang WF. Significance of the Modified NUTRIC Score for Predicting Clinical Outcomes in Patients with Severe Community-Acquired Pneumonia. Nutrients. 2021 Dec 31;14(1):198. doi: 10.3390/nu14010198. |
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| ID | Term |
|---|---|
| D011014 | Pneumonia |
| ID | Term |
|---|---|
| D012141 | Respiratory Tract Infections |
| D007239 | Infections |
| D008171 | Lung Diseases |
| D012140 | Respiratory Tract Diseases |
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| from admission to discharge, an average of 7 days |
| treatment for severe pneumonia | vasoactive agents, positive-pressure ventilation or chest drainage, or extracorporeal membrane oxygenation | from admission to discharge, an average of 7 days |
| 32404432 | Background | Florin TA, Ambroggio L, Brokamp C, Zhang Y, Rattan M, Crotty E, Belsky MA, Krueger S, Epperson TN 4th, Kachelmeyer A, Ruddy R, Shah SS. Biomarkers and Disease Severity in Children With Community-Acquired Pneumonia. Pediatrics. 2020 Jun;145(6):e20193728. doi: 10.1542/peds.2019-3728. Epub 2020 May 13. |
| 25714161 | Background | Jain S, Williams DJ, Arnold SR, Ampofo K, Bramley AM, Reed C, Stockmann C, Anderson EJ, Grijalva CG, Self WH, Zhu Y, Patel A, Hymas W, Chappell JD, Kaufman RA, Kan JH, Dansie D, Lenny N, Hillyard DR, Haynes LM, Levine M, Lindstrom S, Winchell JM, Katz JM, Erdman D, Schneider E, Hicks LA, Wunderink RG, Edwards KM, Pavia AT, McCullers JA, Finelli L; CDC EPIC Study Team. Community-acquired pneumonia requiring hospitalization among U.S. children. N Engl J Med. 2015 Feb 26;372(9):835-45. doi: 10.1056/NEJMoa1405870. |
| 33159514 | Background | Florin TA, Ambroggio L, Lorenz D, Kachelmeyer A, Ruddy RM, Kuppermann N, Shah SS. Development and Internal Validation of a Prediction Model to Risk Stratify Children With Suspected Community-Acquired Pneumonia. Clin Infect Dis. 2021 Nov 2;73(9):e2713-e2721. doi: 10.1093/cid/ciaa1690. |