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Record W3215669794 · doi:10.1093/advances/nmab139

Perspective: Striking a Balance between Planetary and Human Health—Is There a Path Forward?

2021· review· en· W3215669794 on OpenAlexafffund
Luís A. Moreno, Rosan Meyer, Sharon M. Donovan, Olivier Goulet, Jess Haines, Frans J. Kok, Pieter van’t Veer

Bibliographic record

VenueAdvances in Nutrition · 2021
Typereview
Languageen
FieldEnvironmental Science
TopicAgriculture Sustainability and Environmental Impact
Canadian institutionsUniversity of Guelph
FundersNational Institutes of HealthInstituto DanoneCanadian Nutrition SocietyNederlandse Zuivel OrganisatieDanoneAbbott LaboratoriesHealth CanadaMead Johnson NutritionGerber FoundationU.S. Department of Agriculture
KeywordsVegan DietMalnutritionEnvironmental healthObesityMediterranean dietMedicineBusiness

Abstract

fetched live from OpenAlex

The global adoption of predominantly plant-based, sustainable, healthy diets will help reduce the risk of obesity- and malnutrition-related noncommunicable diseases while protecting the future health of our planet. This review examines the benefits and limitations of different types of plant-based diets in terms of health and nutrition, affordability and accessibility, cultural (ethical and religious) acceptability, and the environment (i.e., the 4 pillars underlying sustainable healthy diets). Results suggest that, without professional supervision, traditional plant-based diets (vegan, vegetarian, and pescatarian diets) can increase the risk of nutritional deficiencies among infants, children/adolescents, women, pregnant/lactating women, and the elderly. In contrast, flexitarian diets and territorial diversified diets (TDDs; e.g., Mediterranean and New Nordic diets) that include large quantities of plant-sourced foods, low amounts of red meat, and moderate amounts of poultry, fish, eggs, and dairy can meet the energy and nutrition needs of different populations without the need for dietary education or supplementation. Compared with vegan, vegetarian, and pescatarian diets, more diverse flexitarian diets and TDDs are associated with reduced volumes of food waste and may be more acceptable and easier to maintain for people who previously followed Western diets. Although flexitarian diets and TDDs have a greater impact on the environment than vegan, vegetarian, and pescatarian diets, the negative effects are considerably reduced compared with Western diets, especially if diets include locally sourced seasonal foods. Further studies are required to define more precisely optimal sustainable healthy diets for different populations and to ensure that diets are affordable and accessible to people in all countries.

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)0.004
metaresearch head score (Gemma)0.007
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: Not applicable
GenreCandidate signal: Review · Consensus signal: none
Teacher disagreement score0.015
Threshold uncertainty score0.052

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.007
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0010.001
Science and technology studies0.0020.009
Scholarly communication0.0060.011
Open science0.0020.005
Research integrity0.0100.016
Insufficient payload (model declined to judge)0.0150.004

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 head0.015
GPT teacher head0.332
Teacher spread0.317 · 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
GenreReview

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

Citations61
Published2021
Admission routes2
Has abstractyes

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