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Record W2539752016

Gut Feelings: A Thematic Review of the Links Between Acute Gastrointestinal Illness and Anxiety and Depressive Disorders

2015· review· en· W2539752016 on OpenAlexaff
Janet Hélѐne-Zanin

Bibliographic record

VenueGlobal Health: Annual Review · 2015
Typereview
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicGut microbiota and health
Canadian institutionsMcMaster University
Fundersnot available
KeywordsAnxietyMedicineMental illnessPsychiatryMental healthFeelingIntensive care medicinePsychology
DOInot available

Abstract

fetched live from OpenAlex

The current state of global health care systems emphasizes the divide between physical and mental illnesses. Despite the growing body of evidence that concludes physical and mental states are interconnected,(1) direct and tangential barriers exist to a model of holistic care. Patients within these systems can undergo a lack of continuity in their care, which may result in poor health management and thus poor health outcomes.(2) In recent years, there has been more realization within the clinical space that non-communicable, chronic diseases such as cardiovascular illness, diabetes, and cancer are associated with higher rates of psychiatric illness.(3, 4) Integrated medical and psychiatric care models are blossoming, yet this persistent distinction betrays that the two fields are seen as separate entities. In terms of clinical care, a large gap still exists that does not recognize the co-morbidity and relationships between communicable diseases and mental illness. A review of the literature from 1980 to 2015 shows how it is increasingly being recognized that infectious illness and mental status are related, using acute gastrointestinal illness (AGI) and depressive and anxiety disorders as a representative case study. AGI has many causative agents, including bacterial, viral, and parasitic organisms.(5) All of these infections have the possibility of altering the gastrointestinal flora, otherwise known as the bacterial microbiota, that functions to aid in digestion, supply nutrients, and defend against invasive colonization.(6) These effects to the microbiome can be temporary or long-term, and it is largely undetermined what governs the potential impacts of the infection.(7) Findings suggest that direct and indirect linkages between AGI and anxiety and depressive disorders exist between three main mechanisms: i) the microbiome,(8) ii) the vagal nervous system,(9) and iii) the immune system.(10) Direct signaling pathways and co-causative agents are evidence of the fact that mental and physical health are not separate entities. Thus, integrated care is necessary in order to achieve the World Health Organization Constitution’s declaration of each human’s fundamental right to “the highest attainable standard of health.” This is defined as a “complete state of physical, mental and social well-being, and not merely the absence of disease or infirmity.”(11) It is important to note that these are new fields of study and much work remains to be done. Expanding animal models to human observational studies and clinical trials will further our understanding of how clinicians can incorporate these connections into practice to effect real change in the lives of their patients.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.642
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0030.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.001
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 head0.019
GPT teacher head0.375
Teacher spread0.356 · 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 teacher head, not a consensus.

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

Citations0
Published2015
Admission routes1
Has abstractyes

Explore more

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