Related Experiment Video
Updated: Oct 10, 2025

Lung CT Segmentation to Identify Consolidations and Ground Glass Areas for Quantitative Assesment of SARS-CoV Pneumonia
Published on: December 19, 2020
Predictive values of symptoms for SARS-CoV-2 infection among primary care patients in Piedmont
Cristiano Piccinelli1, Stefano Rousset2, Emilia Riggi2
1SSD epidemiologia e screening, CPO-AOU Città della salute e della scienza di Torino, Turin (Italy); cristiano.piccinelli@cpo.it.
Objectives:
to investigate the combinations of clinical features and symptoms that best predict the positive outcome of the SARS-CoV-2 swab in a primary care setting.
Design:
prospective cohort study.
Setting And Participants:
patients listed in the rosters of general practitioners volunteering for the study who reported flu-like symptoms and/or anosmia/ageusia between 01.03.2020 and 30.06.2020.
Main Outcome Measures:
positive molecular swab result. The predictive value of the reported symptoms and their association with this outcome were estimated using multivariable logistic regression models, adopting an inverse probability weighting approach.
Results:
a swab was requested for 1,045 (77.2%) out of 1,354 patients included in the study: 79.6% of them were tested, with a positive result in 50.4% of cases. Patients aged 40 to 64 years (OR 1.59; 95%CI 1.09-2.33) and those older than 64 years (OR 2.64; 95%CI 1.66-4.19) showed a higher likelihood of a positive swab results, compared with younger subjects (<40 years). A positive association with a positive swab result was observed among patients reporting fever >37.5°C (OR 1.67; 95%CI: 1.18-2.36) and anosmia/ageusia (OR 1.44; 95%CI: 1.01-2.04). The predictive value of fever tended to increase with increasing age, while an opposite trend was observed for anosmia/ageusia. No difference by gender was observed.
Conclusions:
among patients reporting flu-like symptoms in a general practice setting, fever >37.5 and anosmia/ageusia were predictive of a positive SARS-CoV-2 swab test result and this association was modified by age. Although the generalizability of these findings might be limited, this study highlights the importance of the contribution of the research conducted in primary care settings to the definition of effective and sustainable strategies to contrast the pandemic emergency.
More Related Videos
Related Concept Videos
Sensitivity, Specificity, and Predicted Value
Sensitivity is the...
Pneumonia III: Complications and Assessment
Single Nucleotide Polymorphisms-SNPs
Sputum Studies II: Culture and Sensitivity
Sputum culture and sensitivity is a medical procedure used to diagnose bacterial infections in the respiratory tract and select the most appropriate antibiotics for treatment. This process involves analyzing sputum samples of thick and opaque secretions produced in the lungs and airways. These samples are collected from patients and then sent to the laboratory for analysis.
The test can identify various pathogens responsible for respiratory infections, including Streptococcus,...
Chronic Obstructive Pulmonary Disease-IV: Assessement and Diagnostic Studies
Medical History
Pulmonary Embolism II: Diagnostic Studies and Interprofessional Care

