MétaCan
Menu
Back to cohort
Record W4231287943 · doi:10.1093/pch/18.6.308a

The authors respond:

2013· article· en· W4231287943 on OpenAlexaffabout
Jeff Critch, Tanis R. Fenton, Becky Blair, Barbara Grueger

Bibliographic record

VenuePaediatrics & Child Health · 2013
Typearticle
Languageen
FieldNursing
TopicVitamin K Research Studies
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineComputer science

Abstract

fetched live from OpenAlex

The recent statements in the April 2013 issue of Paediatrics & Child Health by the Nutrition and Gastroenterology Committee ('Nutrition for healthy term infants') and the Community Paediatrics Committee ('Weaning from the breast') both make recommendations for first complementary foods in the sixmonth-old infant -meat, meat alternatives and iron-fortified cereals. The statements are vague in the types of offerings and in frequency. However, if the Health Canada statement published in September 2012 (1) is reviewed, the recommendations are more specific: At this stage (six months of age), iron-rich foods, such as meat, meat alternatives (eg, eggs, tofu, and legumes), and ironfortified infant cereals, are important to help meet the nutrient needs of the rapidly growing infant ... While meat and fish are traditional first foods for some Aboriginal groups, the common practice in North America has been to introduce infant cereal, vegetables, and fruit as first complementary foods ... However, the daily or frequent consumption of heme iron foods (meat, poultry and fish) can contribute considerably to meeting infant iron requirements ... Infants should be offered iron containing foods two or more times each day. They should be served meat, fish, poultry or meat alternatives daily.

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)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.852
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.001

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 head0.019
GPT teacher head0.322
Teacher spread0.303 · 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.

Study designNot applicable
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

Citations0
Published2013
Admission routes2
Has abstractyes

Explore more

Same venuePaediatrics & Child HealthSame topicVitamin K Research StudiesFrench-language works237,207