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Record W4205526605 · doi:10.4103/jfmpc.jfmpc_1007_21

Awareness and utilization of urgent care services among patients attending Al-Wazarat PHCC in Riyadh, Saudi Arabia 2020

2021· article· en· W4205526605 on OpenAlexaboutno aff
Naif Meshal Albalahi, Mashael Al Bargawi, Mostafa Kofi

Bibliographic record

VenueJournal of Family Medicine and Primary Care · 2021
Typearticle
Languageen
FieldMedicine
TopicEmergency and Acute Care Studies
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineQuarter (Canadian coin)Family medicinePrimary careMedical emergencyPrimary health careEmergency medicinePediatricsEnvironmental healthPopulation

Abstract

fetched live from OpenAlex

Background: Urgent Care Clinics (UCCs) offer unscheduled appointments with a "treat and release" length of visits not exceeding 60 min. The growth of clinics is dictated by patients' demand for quality care that is unscheduled, expedited, and ubiquitous, making them accessible and available. Objectives: This study aimed to assess the patient's level of awareness and utilization pattern of UCCs in Wazarat Health Care Center (WHCC) and assess factors associated with them. Aim: This study aims to provide information contributing to the support of decision-makers about the level of awareness among patients on urgent care services and their pattern of use within primary health care. Methods: This cross-sectional study included 288 patients visiting PHC clinics to measure their level of awareness and pattern of utilization using a self-administered questionnaire. Results: A total of 288 patients participated, 55.99% were females, and the highest percentage was in the age group of 18-38 years at 60.07%. Only one quarter, 73 (25.35%) of the patients were aware of the term urgent clinics, from them, more than a half (53.42%) visited such clinics 1-3 times in the three months before the time of study conduction, and the main cause of the visits was the common cold (25.76%). Less than half of the participants reported visiting the primary clinics without booking an appointment in advance at 44.79%. The reason for this was mainly because of having difficulty booking appointments at 54.55%. Awareness level was the highest (28.32%) among the lowest age group (18-38 years) and decreased gradually by increasing the age. A significantly higher percentage of low educational level participants reported visiting primary clinics without booking an appointment in advance at 51.33% vs. 37.68% of the university and above participants. According to patients ' income, there was a significant (0.023) difference in the awareness level; the highest was among participants with an income of 6000-12000 SAR at 32.86%. Conclusion: Only one-quarter of the studied patients know about the UCCs. More than half of the patients reported visiting these clinics because of difficulties in booking an appointment at the primary healthcare centers and convenience with the services provided at the UCCs. The common cold was the main reason for visiting the UCCs.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.091
Threshold uncertainty score0.539

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.034
GPT teacher head0.316
Teacher spread0.281 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations5
Published2021
Admission routes1
Has abstractyes

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