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Record W2415461942

Legume promotion in counselling: an e-mail survey of dietitians.

2001· article· en· W2415461942 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

VenuePubMed · 2001
Typearticle
Languageen
FieldHealth Professions
TopicDietetics, Nutrition, and Education
Canadian institutionsUniversity of Guelph
Fundersnot available
KeywordsMedicinePromotion (chess)Family medicineExploratory researchNursing
DOInot available

Abstract

fetched live from OpenAlex

Little is known about dietitians current practice in counselling clients about the use of legumes in a low fat, high fibre diet. An exploratory e-mail questionnaire was sent to members of Dietitians of Canada to assess: dietitian use and preferences for legumes, dietitian practice, opinions about clients attitudes and preferences, and resource needs. Counsellors (n=256) had high personal use of legumes (64% > or = 1 serving/week) and frequently recommended legumes in counselling. The legumes most preferred by respondents and their clients were: peanuts, kidney beans, split peas, chickpeas, and lentils. Respondents often recommended canned bean products (76%) and tofu (61%), but other legume grocery products were less often recommended. The most common client issues identified were: flatulence (87% agreed), lack of familiarity (85%), and knowledge of preparation (82%). Dietitians were not satisfied with current resources to support practice, especially those respondents providing primarily clinical counselling services. The most requested resources were: recipes (90%), pamphlets (82%), food demonstrations (75%) and Internet sites (63%). Client level research is now needed to confirm the importance of the issues identified and to develop and test strategies for legume promotion in counselling.

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)0.002
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 score0.019
Threshold uncertainty score0.487

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
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 head0.221
GPT teacher head0.403
Teacher spread0.183 · 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