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.
Symptomatic diagnoses, often used when a definitive diagnosis is unclear, accounted for 13.5% of all primary care records in Finland. These diagnoses showed significant differences in prevalence between men and women.
Area of Science:
- Primary Health Care Research
- Medical Diagnosis
- Public Health
Background:
- Definitive diagnoses are not always possible for primary health care patients.
- Symptomatic diagnoses are frequently utilized in such cases.
Purpose of the Study:
- To determine the proportion of symptomatic diagnoses in primary care.
- To identify the most common symptomatic diagnoses.
- To analyze the distribution of these diagnoses by age and sex.
Main Methods:
- A register-based study was conducted using electronic health records from Vantaa, Finland.
- Diagnoses were classified using the International Classification of Diseases (ICD-10).
- Data spanned from January 1, 2016, to December 31, 2018, analyzing all recorded diagnoses (n=503,001).
Main Results:
- Symptomatic diagnoses (R-codes) constituted 13.5% (n=67,905) of all recorded diagnoses.
- The most prevalent were digestive/abdominal (3.7%), circulatory/respiratory (3.5%), general (3.0%), and skin/subcutaneous tissue (2.0%) symptoms.
- Symptomatic diagnoses were more common in women (14.1%) than men (12.4%), with specific patterns varying by symptom category and sex.
Conclusions:
- Approximately one-eighth of general practitioner appointments involved a symptomatic diagnosis code.
- Significant sex-based differences were observed in the prevalence of symptomatic diagnoses.
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