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Record W2139985394 · doi:10.1093/pubmed/fdg030

Systematic review of the effectiveness of community pharmacy-based interventions to reduce risk behaviours and risk factors for coronary heart disease

2003· review· en· W2139985394 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
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

VenueJournal of Public Health · 2003
Typereview
Languageen
FieldMedicine
TopicPharmaceutical Practices and Patient Outcomes
Canadian institutionsnot available
FundersRoyal Society
KeywordsMedicineSmoking cessationPharmacyObservational studyRandomized controlled trialFamily medicinePsychological interventionCommunity pharmacySystematic reviewMEDLINEPhysical therapyInternal medicineNursingPathology

Abstract

fetched live from OpenAlex

BACKGROUND: The aim of the study was to provide a critical and comprehensive overview of the published peer-reviewed evidence relating to community pharmacy-based activity in the reduction of risk behaviours and risk factors for coronary heart disease (CHD). METHOD: Electronic databases were searched from 1 January 1990 to 1 February 2001. Hand searches for the same period were undertaken of specific journals and proceedings of peer-reviewed conference abstracts. Data abstracted from publications included: participants/setting; study designs intervention including training); outcome measures; key findings. RESULTS: Four randomized controlled trials (RCTs) were identified, two in smoking cessation and two in lipid management. All met review criteria and were included. Two (RCTs) involving 976 subjects and three non-randomized experimental studies were identified that evaluated the effectiveness of community pharmacy advice in smoking cessation. Two controlled trials and one before-and-after study investigated the effect of training on pharmacists' smoking cessation advice. One attitudinal survey collected data on reactive and proactive smoking cessation advice-giving by community pharmacists. Two RCTs involving 642 subjects, and two observational studies were identified for community pharmacy-based lipid management. The published studies provided evidence of clinical and cost-effectiveness of community pharmacy services from UK RCTs in smoking cessation, and from US and Canadian RCTs in lipid management in the prevention of heart disease. Although the role of the community pharmacy in disease detection and case finding has been widely discussed, only a small number of studies was found. The findings indicated that further investigation is warranted in these areas. CONCLUSION: The peer-reviewed literature demonstrates the contribution of community pharmacy-based services to the reduction of risk behaviours and risk factors for CHD. The evidence supports the wider provision of smoking cessation and lipid management through community pharmacies. Health commissioners and planners can use the findings of this review to incorporate community pharmacy based health development activities into local health services. Further research is needed into the contribution of community pharmacy to disease detection and case finding as part of local public health strategies.

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)0.020
metaresearch head score (Gemma)0.014
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.039
Threshold uncertainty score0.994

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0200.014
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0030.002
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.398
GPT teacher head0.549
Teacher spread0.151 · 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