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Record W4413112545 · doi:10.1017/s1463423625100388

Changes in the smoking status of primary care professionals and their association with rates of tobacco treatment delivery: the TiTAN Greece & Cyprus tobacco dependence treatment training programme

2025· article· en· W4413112545 on OpenAlexaff
Stavros Stafylidis, Sophia Papadakis, Paraskevi Κatsaounou, Constantine Vardavas, Ioanna Tsiligianni, George Samoutis, Athina Tatsioni, Marilena Anastasaki, Charis Girvalaki, Andrew Pipe, Christos Lionis, Εmmanouil Smyrnakis

Bibliographic record

VenuePrimary Health Care Research & Development · 2025
Typearticle
Languageen
FieldMedicine
TopicSmoking Behavior and Cessation
Canadian institutionsUniversity of Ottawa
FundersHellenic Academic Libraries Link
KeywordsMedicineSmoking cessationPrimary careFamily medicineIntervention (counseling)Environmental healthNursing

Abstract

fetched live from OpenAlex

Abstract Aim: This study examines the impact of a continuing medical education (CME) intervention on smoking cessation among primary-care professionals (PCPs) and explores the relationship between PCP smoking status and patient tobacco-treatment delivery. Background: High rates of tobacco use among PCPs have been reported in several European countries. PCPs who smoke are less motivated to provide cessation support to their patients. Methods: A before-after study was conducted with 228 PCPs from Greece and Cyprus. The intervention included a one-day CME training, a 2.5-hour seminar three months later, and practice tools. Expert faculty provided informal support to smoking PCPs. Changes in PCP smoking status and 5As (ask, advise, assess, assist, and arrange) tobacco treatment delivery were assessed before and six months after training. Analysis of variance (ANOVA) and analysis of covariance (ANCOVA) were used to evaluate the association between the training and PCP smoking status and 5As delivery. Findings: At baseline, 18% ( n = 47) of PCPs were current smokers, and 39% ( n = 66) were ex-smokers. At follow-up, 31.9% of current smokers reported quitting ( n = 15/47; p < 0.001). Smoking cessation was higher among female PCPs ( p = 0.02) and those in Cyprus and Thessaloniki ( p < 0.01). PCPs reported increased 5As delivery at follow-up, with the highest rates among ex-smokers (>6 months) and never smokers. PCPs reported significant quitting rates following a comprehensive evidence-based training intervention. The findings suggest that addressing PCPs’ smoking status can improve both health-care provider and patient smoking outcomes.

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)0.002
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 score0.408
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
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 head0.115
GPT teacher head0.408
Teacher spread0.293 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

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