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Record W2231468812 · doi:10.4103/1357-6283.101623

Towards Unity for Health: Lessons for Health Development in Canada

2007· article· en· W2231468812 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueEducation for Health · 2007
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicGlobal Public Health Policies and Epidemiology
Canadian institutionsUniversité de Sherbrooke
Fundersnot available
KeywordsGeneral partnershipComplementarity (molecular biology)Work (physics)Process (computing)Public relationsBusinessKnowledge managementProcess managementPolitical scienceComputer scienceEngineering

Abstract

fetched live from OpenAlex

INTRODUCTION: The Sherbrooke-Estrie integrated cardiovascular health program (SEICHP) was developed in the Canadian province of Quebec. It was among the 12 field projects selected in 2001 around the world by the World Health Organization (WHO) to implement the TUFH (Towards Unity for Health) strategy as a way to improve health development responding to people's needs through integration of health services and partnership among key stakeholders. SEICHP tailored and applied the TUFH approach. It developed comprehensive and integrated services for people suffering or being at risk of cardiovascular problems in its region of influence. It emphasized complementarity, efficiency of resource use, interprofessional collaboration and partnership. In this, SEICHP complied with TUFH criteria. Information on how it adapted and applied these with relative success is reported. LESSONS FOR HEALTH DEVELOPMENT: Even though difficulties in evaluation represent a limitation, major lessons learned linked to TUFH criteria include: the necessity to involve the public health and individual health people at all phases of program development and implementation, including the identification of information to be collected; an emphasis on integration brings health professionals to realize the importance of interdisciplinary work and academic institutions to modify their educational programs; restraining and supporting factors to partnership must be considered purposefully to optimize the partnership process; and optimal assessment of impact is difficult to attain. CONCLUSION: TUFH gave SEICHP a comprehensive conceptual framework for health development to work with. It had a highly significant impact on its development and provides direction for its future actions.

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)0.006
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.207
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
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 head0.096
GPT teacher head0.420
Teacher spread0.324 · 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