MétaCan
Menu
Back to cohort
Record W3164127705 · doi:10.1016/j.pmedr.2021.101403

Evaluation of the impact of the Healthy Start/Départ Santé intervention on improving menu planning practices and improving the congruence between planned menus and actual food served in Saskatchewan childcare centres

2021· article· en· W3164127705 on OpenAlexafffundabout
Lila M Abobakar, Rachel Engler‐Stringer, Anne Leis, Hassan Vatanparast

Bibliographic record

VenuePreventive Medicine Reports · 2021
Typearticle
Languageen
FieldMedicine
TopicObesity, Physical Activity, Diet
Canadian institutionsUniversity of Saskatchewan
FundersPublic Health Agency of CanadaUniversity of SaskatchewanHeart and Stroke Foundation of Canada
KeywordsIntervention (counseling)MedicineGuidelineEnvironmental healthFamily medicineNursing

Abstract

fetched live from OpenAlex

The objective of this study was to evaluate the impact of the Healthy Start/Départ Santé (HS/DS) intervention program on improving menu planning practices and improving the congruence between planned menus and actual food served in licensed childcare centres in Saskatchewan. Overall, 39 licensed childcare centres in the province of Saskatchewan, Canada, were selected through a cluster randomized control trial to evaluate the impact of the HS/DS intervention. The pre and post intervention food menus of these centres were analyzed and compared to the Saskatchewan Childcare Nutrition Guidelines (SCNG). The food and beverages served at lunch were observed and digitally recorded using digital plate-waste measures. The congruence between the planned menus and the actual food served was assessed. Descriptive analyses and non-parametric tests were performed to determine the impact of the intervention. The results of this study indicated that there was no significant difference between the groups regarding the distribution and proportion of centres that adhered to the SCNG. The centres that received the intervention demonstrated significant improvements in adherence to their written menus, with the proportions of match between the items that served and listed (p-value = 0.029), and additional items served (p-value = 0.014). Within each group, intervention and usual practice, there were significant differences in centres that met the foods to limit guideline among the usual practice centres (p-value = 0.035). Findings from this study indicated that the HS/DS intervention had a positive impact on improving the adherence of the participating centres to the centres’ planned menus. HS/DS trial registration number: NCT02375490.

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)0.003
metaresearch head score (Gemma)0.005
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 score0.016
Threshold uncertainty score0.550

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
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 head0.046
GPT teacher head0.369
Teacher spread0.323 · 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 designObservational
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

Citations3
Published2021
Admission routes3
Has abstractyes

Explore more

Same venuePreventive Medicine ReportsSame topicObesity, Physical Activity, DietFrench-language works237,207