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Record W2925090001 · doi:10.18332/tpc/105223

Promoting smoking cessation among health professionals - the educational role of the Tobacco Control Section of The Romanian Society of Pulmonologists

2019· article· en· W2925090001 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

fundA Canadian funder is recorded on the work.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueTobacco Prevention & Cessation · 2019
Typearticle
Languageen
FieldMedicine
TopicNutrition and Health Studies
Canadian institutionsnot available
FundersThird Health ProgrammeUniversity of WaterlooCanadian Institutes of Health ResearchEuropean Commission
KeywordsPulmonologistsRomanianTobacco controlSmoking cessationMedicineHealth professionalsEnvironmental healthPolitical scienceHealth careNursingPublic healthPathologyIntensive care medicineLaw

Abstract

fetched live from OpenAlex

The tabacology section was set up in 2007 at the second National Conference on Tobacco, entitled "Health or Tobacco", held in Cluj, between May 10-12 2007, with the wish to help smokers, and not just only them. The objectives of this department were to attract as many pneumologists as possible to the smoking cessation cabinet, but also to develop educational materials for smokers (brochures, flyers, video clips, DVDs, etc.) to be distributed in specialized smoking cessation services. Another challenge was the continuation of the work that started with the introduction of the concept of smoking cessation in both the university and postgraduate medical curricula. Also, the activity of the section was devoted mainly to the elaboration of the first Romanian guide for granting specialized smoking cessation assistance - the GREFA guide, published in 2008, updated in 2010. Another objective was the continuation of already initiated partnerships with other professional societies (Romanian Society of Cardiology, Romanian Society of Internal Medicine, etc.) and the development of new collaborations in the field of assistance to smokers with still unaddressed professional categories such as psychologists, psychiatrists, oncologists, nurses, obstetricians, occupational medicine specialists, etc., as well as the organization of scientific and continuing medical education in the field of local and national conferences of the Romanian Society of Pulmonologists (RSP) or other medical societies of various specialties.

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.

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)0.001
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 score0.023
Threshold uncertainty score0.295

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
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 head0.025
GPT teacher head0.327
Teacher spread0.303 · 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