Related Experiment Video
Updated: Jun 23, 2025

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
Published on: May 15, 2020
Symptomatic diagnoses in primary care: an observational cohort study
Mika T Lehto1,2, Timo Kauppila3,2, Hannu Kautiainen3,4
1Department of General Practice and Primary Health Care, University of Helsinki and Helsinki University Hospital, Helsinki, Finland mika.lehto@helsinki.fi.
Background:
It can be impossible to assign a definitive diagnosis for symptoms reported or observed by primary health care patients. In these situations, symptomatic diagnoses are often used.
Aim:
The aim of the present study was to examine the proportion of symptomatic diagnoses among primary health care patients. We also explored which symptomatic diagnoses were most frequently recorded, as well as their distribution by age and sex.
Design & Setting:
This is a register-based study carried out in the public primary health care service of the city of Vantaa, Finland.
Method:
Diagnoses were entered according to the 10th revision of the International Classification of Diseases (ICD-10). The data consisted of every diagnosis entered into the electronic health record between 1 January 2016 and 31 December 2018. Both absolute numbers and relative proportions of various symptomatic diagnosis recordings (chapter 'R') were reported.
Results:
Of all the recorded diagnoses (n = 503 001), the proportion of R-diagnoses was 13.5% (n = 67 905). Diagnoses of symptoms and signs involving the digestive system and abdomen (R10-19) (3.7% of all; n = 18 550), the circulatory and respiratory systems (R00-09) (3.5%; n = 17 426), general symptoms and signs (R50-69) (3.0%; n = 15 165), and the skin and subcutaneous tissue (R20-23) (2.0%; n = 9812) were most prevalent. Age was also a major factor determining how symptomatic diagnoses were distributed between men and women. Overall, symptomatic diagnoses were more common among women than men (14.1% and 12.4%, respectively). The major categories of symptoms and signs involving the digestive system and abdomen, the skin and the subcutaneous tissue, and general symptoms and signs, were more predominant among women, while symptoms and signs involving the circulatory and respiratory systems were more common among men.
Conclusion:
A symptomatic diagnosis code was recorded in about one eighth of GP appointments, although there were significant sex differences in the prevalence within and between diagnosis groups.
More Related Videos
07:50A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts
Published on: September 20, 2018
06:16Signal Acquisition, Score Interpretation, and Economics of a Non-Invasive Point-of-Care Test for Coronary Artery Disease
Published on: August 9, 2024
Related Concept Videos
Observational Studies
There are three types of observational studies – Prospective, retrospective, and cross-sectional.
Prospective Study
Prospective studies, also known as longitudinal or cohort studies, are carried out by collecting future data from groups sharing similar characteristics. One...
Chronic Obstructive Pulmonary Disease-IV: Assessement and Diagnostic Studies
Medical History
Documentation of Nursing Diagnosis
In some settings, data-driven computerized decision support systems are in place, allowing for more accurate nursing diagnoses. The database within one of these systems includes diagnostic labels defining characteristics, activities, and indicators for nursing. A nurse enters...
Data Collection by Observations
An astronomer viewing the motion and brightness of stars in the sky and recording the data is an example of observational data collection. A botanist recording...
Classification of Illness
An illness is a response to a disease in which the person's level of functioning is changed compared with a previous level. The general classification of illness includes acute and chronic.
Acute illness is severe...
Principles of Disease Surveillance