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Food sources of thiamin (thiamin-rich foods)

2021· other· en· W6977133615 on OpenAlexaboutno aff

Bibliographic record

VenueFigshare · 2021
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsThiamineLegumeVitaminFood productsFortificationMilk productsBreakfast cereal

Abstract

fetched live from OpenAlex

About 95.6 % of foods contained thiamin (also known as vitamin B1 and aneurin). On the basis of the proposed method, the average (%) of foods containing appropriate thiamin levels (to achieve adequate thiamin intake) in food groups was 32.46 %, of which 17.54 % was the average of thiamin source (good source of thiamin) foods, and 14.92 % was the average of high thiamin (excellent source of thiamin) foods. Breakfast cereals with 91.09 %, pork products with 88.59 %, meals, entrees, and side dishes with 71.43 %, fast foods with 66.37 %, legumes and legume products with 59.94 %, cereal grains and pasta with 57.78 %, baby foods with 51.51 %, baked products with 45.21 %, sausages and luncheon meats with 41.72 %, and nut and seed products with 38.81 % had the highest averages of foods containing appropriate thiamin levels. Most foods containing appropriate thiamin levels in 10 food groups (baby foods; baked products; beverages; breakfast cereals; cereal grains and pasta; fast foods; fats and oils; meals, entrees, and side dishes; restaurant foods; snacks) were allocated to thiamin-fortified foods. Foods containing appropriate thiamin levels were not found in one food group (spices and herbs) and were very few in five food groups (fats and oils; sweets; beef products; dairy and egg products; soups, sauces, and gravies).The highest amounts of thiamin were found in meat substitutes (thiamin-fortified), breakfast cereal (thiamin-fortified), formulated bar (thiamin-fortified), lamb liver, pork meat (not canned), juice drink (thiamin-fortified), winged bean leaves, lamb kidney, pork heart, malted milk drink (thiamin-fortified), protein bar (thiamin-fortified), spaghetti (thiamin-fortified), duck liver, goose liver, Florida pompano, deer meat, pancakes (thiamin-fortified), egg noodles (thiamin-fortified), veal heart, bagels (thiamin-fortified), durian, protein shake (thiamin-fortified), flaxseed, pasta (thiamin-fortified), caribou hind quarter, sunflower seed flour, sesame butter, raccoon meat, emu meat, granola bar (thiamin-fortified), wild duck meat, pork salami, immature seeds of pigeonpea, tortillas (thiamin-fortified), dried sunflower seed kernels, masa flour (thiamin-fortified), waffles (thiamin-fortified), boar meat, nutrition shake (thiamin-fortified), rice (thiamin-fortified), rice bran, burbot, sesame flour, hyacinth beans, pork ham, bread (thiamin-fortified), pork loaf, winged beans, rice and vermicelli mix (thiamin-fortified), hemp seed, pork kidney, dried pine nuts (pinyon), green soybeans, toaster pastries (thiamin-fortified), Canadian bacon, green peas (not canned), sesame seeds, lamb testes, dried safflower seed kernels, oats, Italian pork sausage, immature seeds of pinto bean, chicken liver, pink beans, raw macadamia nuts, leafy tips of cowpea, cottonseed flour, burrito (thiamin-fortified), pork frankfurter, winged bean tuber, black beans (not canned), instant breakfast drink (thiamin-fortified), quail meat, squab meat, yardlong beans, navy beans (not canned), small white beans, lentils, pork beerwurst, cowpeas (not canned), English muffins (thiamin-fortified), walleye pike, biscuits (thiamin-fortified), hulled barley, bread crumbs (thiamin-fortified), Atlantic salmon, pork Bologna sausage, wheat germ, Polish pork sausage, infant or child formula (thiamin-fortified), cranberry beans (not canned), wheat flour (thiamin-fortified), bluefin tuna, raw pistachio nuts, dried hickory nuts, French toast (thiamin-fortified), teff, dried pili nuts, split peas, blue mussel, pork bratwurst sausage, pinto beans (not canned), brown rice, semolina (thiamin-fortified), and yellow beans. Suggested citation: Forouzesh A, Forouzesh F, Samadi Foroushani S, Forouzesh A. A new method for calculating thiamin content and determining appropriate thiamin levels in foods. Journal of Food Composition and Analysis 2021;104:104188. https://doi.org/10.1016/j.jfca.2021.104188.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.010
Threshold uncertainty score0.035

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0020.002
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0100.004

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 head0.062
GPT teacher head0.276
Teacher spread0.214 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreOther

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".

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Citations0
Published2021
Admission routes1
Has abstractyes

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