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The aim of the study is to define the clinical and biochemical parameters that characterize COVID-19 patients with a negative prognostic evolution. Our clinical score will be capable to recognize patient with favorable prognosis or patient with poor prognosis by statistical data analysis.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Development cohort |
| ||
| Validation cohort |
|
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| data collection | Other | clinical data collection |
|
| Measure | Description | Time Frame |
|---|---|---|
| Data collection of clinical and demographical parameters of patients affected by COVID-19 | Data about sex, age, symptom start date, vital parameters, comorbidity, symptoms, hematochemicals blood tests, therapy, oxygen support, radiology, condition evaluation will be manual collected. | 8 months |
| Measure | Description | Time Frame |
|---|---|---|
| Application of statistical analysis on data of patients affected by COVID-19 | The collected data will be analyzed through descriptive statistics analysis, ROC curves, regression analysis, and Machine Learning techniques to predict the prognosis of patients affected by COVID-19. | 2 months |
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Inclusion Criteria:
Exclusion Criteria:
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Italian Caucasian Patients ≥ 18 years old SARS-CoV-2 infection confirmed by PCR
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| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| University of L'Aquila | L’Aquila | 67100 | Italy |
| PubMed Identifier | Type | Citation | Retractions |
|---|---|---|---|
| 34637082 | Derived | Sinatti G, Santini SJ, Tarantino G, Picchi G, Cosimini B, Ranfone F, Casano N, Zingaropoli MA, Iapadre N, Bianconi S, Armiento A, Carducci P, Ciardi MR, Mastroianni CM, Grimaldi A, Balsano C. PaO2/FiO2 ratio forecasts COVID-19 patients' outcome regardless of age: a cross-sectional, monocentric study. Intern Emerg Med. 2022 Apr;17(3):665-673. doi: 10.1007/s11739-021-02840-7. Epub 2021 Oct 12. |
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| ID | Term |
|---|---|
| D003625 | Data Collection |
| ID | Term |
|---|---|
| D004812 | Epidemiologic Methods |
| D008919 | Investigative Techniques |
| D017531 | Health Care Evaluation Mechanisms |
| D011787 | Quality of Health Care |
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| D017530 | Health Care Quality, Access, and Evaluation |
| D011634 | Public Health |
| D004778 | Environment and Public Health |