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Record W2920897092 · doi:10.29390/cjrt-2018-018

The Calgary COPD & Asthma Program: The role of the respiratory therapy profession in primary care

2018· article· en· W2920897092 on OpenAlexaffvenueabout
Cindy Slack, Kathy Hayward, Andrea White Markham

Bibliographic record

VenueCanadian Journal of Respiratory Therapy · 2018
Typearticle
Languageen
FieldMedicine
TopicChronic Obstructive Pulmonary Disease (COPD) Research
Canadian institutionsAlberta Health Services
Fundersnot available
KeywordsMedicineRespiratory careCOPDAllianceCertificationPromotion (chess)AsthmaNursingPrimary careIntensive care medicineFamily medicinePolitical scienceInternal medicine

Abstract

fetched live from OpenAlex

Respiratory therapy is a profession with the depth and breadth required to care for clients by "evaluating, treating, and maintaining cardiopulmonary (heart and lung) function" Registered Respiratory Therapists (RRTs) work in a variety of settings from critical and acute care to primary and home care. After a brief overview of the models and competencies that underpin the work of the Calgary COPD & Asthma Program, the article provides a description of the program and discuss how RRT Certified Respiratory Educators provide services within the program. These services include health promotion through self-management education rooted in the Chronic Care Model [2] and supported by the National Alliance of Respiratory Therapy Regulatory Bodies' National Competency Framework for the Profession of Respiratory Therapy The authors hope the success of this program will encourage others to embrace the role of the RRT in a primary health care setting.

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: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.722
Threshold uncertainty score0.994

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 studies0.0010.002
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.025
GPT teacher head0.309
Teacher spread0.284 · 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 designOther design
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

Citations9
Published2018
Admission routes3
Has abstractyes

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