MétaCan
Menu
Back to cohort

Environmental exposure to microplastics: a scoping review on human health effects

2020· review· en· W3169582371 on OpenAlexaff
Om Prakash Yadav, Atanu Sarkar

Bibliographic record

VenueISEE Conference Abstracts · 2020
Typereview
Languageen
FieldEnvironmental Science
TopicMicroplastics and Plastic Pollution
Canadian institutionsMemorial University of Newfoundland
Fundersnot available
KeywordsMicroplasticsHuman healthEnvironmental healthEnvironmental scienceEnvironmental planningBiologyMedicineEcology

Abstract

fetched live from OpenAlex

Background: Microplastics are omnipresent environmental contaminants leading to unavoidable human exposure. However, little is known about the health effects of microplastics exposure on humans. This review explored the existing evidence for the potential adverse effects of microplastics and research gaps. Methods: An electronic search of published articles was conducted in PubMed, Scopus, EMBASE, Cochrane databases, and Google Scholar using a combination of subject heading and text word terms for microplastics and human health effects with specific inclusion and exclusion criteria. Letters, comments or notes, conference abstracts, and editorials were excluded. Additional keywords were developed after the preliminary screening to incorporate relevant articles. Google Scholar search, followed by a focused search, was performed to gather grey literature. The initial search resulted in 16,983 and 23 published articles and grey literature, respectively. A total of 4,817 unique citations were retrieved after filtering out duplicates. The title and abstract screening process resulted in 119 articles. After full article review and investigating their references, 63 articles were finalized. Every document was reviewed by at least two of the researchers. Results: Literature has reported that exposure to microplastics might occur through ingestion, inhalation, and dermal contact due to its presence in foods, air, and consumer products. Microplastics exposure might cause particle toxicity through oxidative stress, inflammatory lesions, and increased uptake or translocation. Failure of the immune system to eliminate synthetic particles might lead to chronic inflammation and increase cancer risk. Moreover, microplastics have been found to release their constituents, pathogenic organisms, and adsorbed contaminants. Conclusion: Knowledge regarding microplastic toxicity is still limited and primarily influenced by exposure concentration, particle components, adsorbed contaminants, organs involved, and individual susceptibility. Further research is warranted to understand the risk of human health due to exposure to microplastics, which requires human exposure assessment, understanding of pathogenesis, and quantifying the effects.

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 categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.919
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.014

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 head0.051
GPT teacher head0.328
Teacher spread0.277 · 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; both teacher heads agree on what is shown here.

Study designOther design
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

Citations0
Published2020
Admission routes1
Has abstractyes

Explore more

Same venueISEE Conference AbstractsSame topicMicroplastics and Plastic PollutionFrench-language works237,207