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Record W7066149195

Evaluación de la exposición de la población valenciana a micotoxinas a través de un estudio de dieta total

2019· dissertation· en· W7066149195 on OpenAlex

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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".

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueRepository of Digital Objects for Teaching Research and Culture (University of Valencia) · 2019
Typedissertation
Languageen
FieldAgricultural and Biological Sciences
TopicMycotoxins in Agriculture and Food
Canadian institutionsnot available
Fundersnot available
KeywordsMycotoxinQuechersZearalenoneOchratoxin AExtraction (chemistry)AflatoxinFood contaminantTrichothecene
DOInot available

Abstract

fetched live from OpenAlex

Diet is the main source of mycotoxins for man. Mycotoxigenic fungi can contaminate plant products in field, during storage or in processing. Although mycotoxins are mostly thermostable, evaluating their presence in the different components of our diet including ready-to-eat vegetable or animal dishes, as well as in dairy products, juices and alcoholic beverages is a necessary step for a better assessment of the risks associated with mycotoxin presence and to take measures to protect the health of consumers. In the first place, a bibliographic review was carried out in this thesis including eighteen total diet studies carried out in Canada, China, France, Ireland, Lebanon, New Zealand, Spain, the Netherlands, Viet Nam, and Spain, showing the growing interest in exposure assessment to mycotoxins through diet. Likewise, different analytical procedures based on gas chromatography and liquid both coupled to tandem mass spectrometry were developed and validated. Different extraction techniques have been used; QuEChERS method that gave very good results for cereals, vegetables, fruits, nuts, legumes, meat, fish and milk, while the liquid-liquid extraction was used for coffee and the liquid-liquid dispersive microextraction for beer, wine, juices and teas. The proposed methodologies have been validated according to European regulations with satisfactory results in terms of linearity, accuracy, precision and limits of detection and quantification. The results showed that 49% of the 328 menu dishes ready for consumption contained at least one mycotoxin. The mycotoxins most frequently detected were deoxynivalenol, neosolaniol, HT-2 toxin and alternariol. 53% of 110 alcoholic beverages have shown simultaneous presence of more than one mycotoxin reaching up to ten, mainly of trichothecenes, aflatoxins, zearalenone, patulin and Alternaria toxins with sums of concentrations ranging between 5.50 μg / L and 180.15 μg / L. The concentrations of the mycotoxins detected in the food are below the maximum limits established except for a sample of wine that exceeded the levels established for OTA (2 μg / L). An evaluation of the exposure was carried out taking into account the results obtained and the consumption data, and a special mention was made to the consumption according to the recommendations of the Mediterranean diet. The technique of multivariate statistical analysis of the principal components analysis (PCA) was used to interpret the results in terms of the contribution of the analyzed foods to the ingestion of mycotoxins studied. The results showed a greater contribution of legumes to the intake of HT-2 and βZAL, of meat to the intake of OTA, of beer to the intake of AOH, βZAL and DON, of fruit juices to the intake of PAT as well as of dried fruits to the intake of NIV. In addition, the characterization of the risk has been made by comparing the estimated daily intake with toxicological parameters of tolerable daily intake, obtaining a low risk for most of the food ready for consumption. However, the detection of mycotoxins, although at low levels, highlights the need to include mycotoxin monitoring in total diet studies. Diet is the main source of mycotoxins for man. Mycotoxigenic fungi can contaminate plant products in field, during storage or in processing. Although mycotoxins are mostly thermostable, evaluating their presence in the different components of our diet including ready-to-eat vegetable or animal dishes, as well as in dairy products, juices and alcoholic beverages is a necessary step for a better assessment of the risks associated with mycotoxin presence and to take measures to protect the health of consumers. In the first place, a bibliographic review was carried out in this thesis including eighteen total diet studies carried out in Canada, China, France, Ireland, Lebanon, New Zealand, Spain, the Netherlands, Viet Nam, and Spain, showing the growing interest in exposure assessment to mycotoxins through diet. Likewise, different analytical procedures based on gas chromatography and liquid both coupled to tandem mass spectrometry were developed and validated. Different extraction techniques have been used; QuEChERS method that gave very good results for cereals, vegetables, fruits, nuts, legumes, meat, fish and milk, while the liquid-liquid extraction was used for coffee and the liquid-liquid dispersive microextraction for beer, wine, juices and teas. The proposed methodologies have been validated according to European regulations with satisfactory results in terms of linearity, accuracy, precision and limits of detection and quantification. The results showed that 49% of the 328 menu dishes ready for consumption contained at least one mycotoxin. The mycotoxins most frequently detected were deoxynivalenol, neosolaniol, HT-2 toxin and alternariol. 53% of 110 alcoholic beverages have shown simultaneous presence of more than one mycotoxin reaching up to ten, mainly of trichothecenes, aflatoxins, zearalenone, patulin and Alternaria toxins with sums of concentrations ranging between 5.50 μg / L and 180.15 μg / L. The concentrations of the mycotoxins detected in the food are below the maximum limits established except for a sample of wine that exceeded the levels established for OTA (2 μg / L). An evaluation of the exposure was carried out taking into account the results obtained and the consumption data, and a special mention was made to the consumption according to the recommendations of the Mediterranean diet. The technique of multivariate statistical analysis of the principal components analysis (PCA) was used to interpret the results in terms of the contribution of the analyzed foods to the ingestion of mycotoxins studied. The results showed a greater contribution of legumes to the intake of HT-2 and βZAL, of meat to the intake of OTA, of beer to the intake of AOH, βZAL and DON, of fruit juices to the intake of PAT as well as of dried fruits to the intake of NIV. In addition, the characterization of the risk has been made by comparing the estimated daily intake with toxicological parameters of tolerable daily intake, obtaining a low risk for most of the food ready for consumption. However, the detection of mycotoxins, although at low levels, highlights the need to include mycotoxin monitoring in total diet studies.

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.796
Threshold uncertainty score0.799

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.015
GPT teacher head0.283
Teacher spread0.268 · 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