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Record W3110871646 · doi:10.4103/2468-838x.303760

Environmental exposure to microplastics: a scoping review on potential human health effects and knowledge gaps

2020· review· en· W3110871646 on OpenAlexaff
Arifur Rahman, Omprakash J. Yadav, Atanu Sarkar, Gopal Achari, Jaroslav Slobodnı́k

Bibliographic record

VenueBLDE University Journal of Health Sciences · 2020
Typereview
Languageen
FieldEnvironmental Science
TopicMicroplastics and Plastic Pollution
Canadian institutionsUniversity of CalgaryMemorial University of Newfoundland
Fundersnot available
KeywordsMicroplasticsHuman healthEnvironmental healthMedicineBiologyEcology

Abstract

fetched live from OpenAlex

Background: Microplastics are fast becoming a major global environmental contaminant. Little is known about the health effects of microplastic exposure to humans despite being omnipresent in all spheres of life and ecology. This scoping review explores the existing evidence of potential human health effects of microplastics and subsequent knowledge gaps. Methods: An electronic search of published articles in PubMed, Scopus, EMBASE, Cochrane databases, and Google Scholar was conducted, using a combination of subject headings and keywords for microplastics and human health effects. Documents only published in English between 2004 and March 2020 were included. A grey literature search was conducted following a comprehensive checklist in Google Scholar and the environmental organization websites. The initial search resulted in 17,043 published articles and grey literature. After a full review of published articles and their references, 125 publications were identified for further detailed review. Throughout the screening process, every document was reviewed by at least two of the researchers. Results: These articles indicate that human exposure to microplastics might occur through ingestion, inhalation, and dermal contact due to its presence in food, water, air, and consumer products. Microplastics exposure can cause particle toxicity through oxidative stress, inflammatory lesions, and increased uptake or translocation. Several studies have demonstrated the potentiality of metabolic disturbances, neurotoxicity, increased cancer risk, and reproductive toxicity in humans. Moreover, microplastics were found to release their constituent compounds and those adsorbed onto its surface in human tissues. Conclusion: Knowledge of microplastic toxicity on human health is still limited. Further research is needed to quantify the effect of microplastics on human health and pathogenesis.

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)0.010
metaresearch head score (Gemma)0.026
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.016
Threshold uncertainty score0.051

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0100.026
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0050.005
Bibliometrics0.0160.013
Science and technology studies0.0010.001
Scholarly communication0.0040.004
Open science0.0020.002
Research integrity0.0030.002
Insufficient payload (model declined to judge)0.0060.001

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 head0.024
GPT teacher head0.298
Teacher spread0.274 · 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 designSystematic review
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

Citations3
Published2020
Admission routes1
Has abstractyes

Explore more

Same venueBLDE University Journal of Health SciencesSame topicMicroplastics and Plastic PollutionFrench-language works237,207