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Record W7098326945

SUBJECTS AND METHODS

2016· article· en· W7098326945 on OpenAlexaboutno aff

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicBotanical Research and Chemistry
Canadian institutionsnot available
Fundersnot available
KeywordsBreast cancerOverweightEtiologyConsumption (sociology)Risk factorAlcohol consumptionCancerAssociation (psychology)ObesityEpidemiology
DOInot available

Abstract

fetched live from OpenAlex

ABSTRACT-In a French case-control study of 1,010 breast cancer cases and 1,950 controls with nonmalignant diseases, the risk of breast cancer was found to be positively associated with frequency of cheese consumption and the level of fat in the milk consumed. A negative association was found between frequency of yogurt consumption and the risk of breast cancer. No associa-tion was found between the consumption of butter and the risk of breast cancer. The positive association between a daily consump-tion of alcohol and the risk of breast cancer previously reported was not altered when dairy produce consumption was taken into account.-JNCI 1986; 77:633-636. At the present time, the role of dietary factors in the etiology of breast cancer is not well understood, and it is difficult to suggest specific dietary recommendations (1). Animal experiments (2, 3) and geographical correlation studies (4-6) have shown that a high-fat diet increases the occurrence of this cancer, but individual human stud-ies reported contradictory results. For example, some studies (7, 8) found a positive association between breast cancer risk and height, weight, or overweight index, which indirectly reflects diet, but other studies (9, 10) did not. Among the studies that considered diet directly, a positive association between breast cancer risk and total fat intake was reported in Canada (11); but no association was observed in Hawaii (12) and in the United States (13). In the two studies that considered separately a variety of high-fat food items (14, 15), posi-tive associations were found between consumption of some, but not all, items and breast cancer risk. We wondered whether the varying results previously observed in the case-control studies might be explained by interaction between dietary factors and alcohol con-sumption, since the latter has been recently found to be associated with the risk of breast cancer (16-18). We report here the results of a case-control study that ana-lyzed the role of both alcohol consumption and dietary factors on breast cancer risk.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.424
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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)0.0020.000

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 head0.027
GPT teacher head0.315
Teacher spread0.288 · 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 designBench or experimental
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
Published2016
Admission routes1
Has abstractyes

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